DOI:
10.1039/D5LP00022J
(Review Article)
RSC Appl. Polym., 2025, Advance Article
Multifunctional soft actuator hybrids: a review
Received
24th January 2025
, Accepted 30th April 2025
First published on 29th May 2025
Abstract
Stimuli material-based soft actuators is an ever-growing field, offering innovative solutions to the complex challenges of the modern world. Evolving from traditional single stimuli-responsive materials, multifunctional soft actuator hybrids have overcome previous limitations, exhibiting new potential in numerous applications and fields. This review provides initial insights into the recent developments and system integrations of stimuli-responsive polymeric soft actuators from the aspects of material development, mechanism design, and specific applications. It is elucidated that multifunctional soft actuators have versatile activation and can successfully demonstrate unrestricted movements, self-sensing, self-healing, electrochromism, and enhanced mechanical properties. Notably, from rehabilitation and surgical tools in the medical field to improvements in disaster rescue efforts, soft actuators are universally utilized and will be continuously expanding their applicability as research develops.
 Ji Eun Lee | Ji Eun Lee is currently a Post-Doctoral fellow in the Department of Materials Science and Engineering at the Massachusetts Institute of Technology. She received her PhD from the Department of Mechanical and Industrial Engineering at the University of Toronto. Her research focuses on additive manufacturing of multifunctional soft actuator hybrids for the aerospace and electronic fields. She is the recipient of multiple awards for her academic and research success, including the NSERC Postdoctoral Fellowship and NSERC Graduate Scholarship, and she was featured as one of the 150 women in STEM in Canada. |
 Yu-Chen Sun | Yu-Chen Sun is currently a Postdoctoral Fellow in the Department of Mechanical and Industrial Engineering at the University of Toronto, with an affiliation at the National Research Council of Canada (NRC). His research focuses on advanced manufacturing and emerging technologies, with a particular focus on 4D printing of stimuli-responsive actuating materials and the design and fabrication of 2D nanocomposite materials. His work aims to advance the next generation of smart materials and functional devices for applications in soft robotics, flexible electronics, and sensing technologies. |
 Hani E. Naguib | Hani E. Naguib is a Professor at the University of Toronto, the Principal Investigator of the Toronto Smart Materials & Structures group and Founding Director of the Toronto Institute for Advanced Manufacturing. His expertise is in manufacturing programmable materials and systems, including stimuli responsive materials, meta materials, and biomaterials. He is the recipient of many honors and awards, such as the Canada Research Chair, the Premier's Early Research Award of Ontario, and the faculty Early Teaching Award. He is the Associate Editor for the journal of Smart Materials and Structures and the journal of Intelligent Materials Systems and Structures. |
1. Introduction
The field of soft actuators is growing rapidly as it poses a unique solution to bulky mechanical actuators, and it has immense possibilities in mitigating limited design space obstacles and in biomimicry and medical devices.1–4 The key advantages of compliancy, flexibility, and conformability of soft actuators stem from their innate “soft” aspect, often arising from their polymeric matrix.5 The complex and continuous movements achieved by soft actuators further complement their utilization in irregular manipulation, delicate touches, and unrestricted maneuvers. This combination of advantages enables the design and development of new systems and inspires the re-thinking and re-evaluating of existing (mechanical actuators) and new operations.6–8 The ongoing research on soft actuators is focused on many aspects, including the development and formulation of novel soft materials, computational modelling for environment interaction, and physical intelligence and logic system integration.9–15 While all facets of research promote soft actuators for real-world applications, material development and quality performance are the focuses of this review, laying down a stable basis for further innovations.16–20
The functionality of traditional soft actuators is attained by utilizing stimuli-responsive materials (also known as active or smart materials).21–26 Stimuli-responsive material-based soft actuators have the ability to react to external stimuli (electrical, thermal, and pneumatic) and exhibit a physical change as a response (geometrical and chromatic).27,28 The field of soft actuators slowly emerged with the development of the McKibben artificial muscle in 1961, a pneumatic stimulus-activated actuator to assist polio patients.29 In the next 50 years, the concept of soft and flexible actuators was occasionally explored, from piezoelectric polymer bimorph actuators30 in 1983 to the electrical stimuli-driven locomotion of hydrogels31 in 1992 and even the onset of bio-inspired soft fingers32 in 1993. Each research highlighted the flexibility and diverse movement of the devices but no official designation was established for this field. Then, in 2008, the term “soft robotics” appeared,5 and this trend picked up significantly in 2012, as can be seen from the number of publications (Fig. 1).
 |
| Fig. 1 Trends in articles and review papers on traditional soft actuators and multifunctional soft actuators. A few key devices during this timeline are highlighted, from left to right: graphic of McKibben artificial muscle first published in 1961.59 Reproduced from ref. 59 with permission from Elsevier, Copyright 2025. Initial use of a carbon nanotube for bi-directional bending, published in 1999.60 Reproduced from ref. 60 with permission from The American Association for the Advancement of Science, Copyright 2025. Electrically activated soft artificial muscle, published in 2017.7 Soft crawling robot, which is bio-inspired from a worm locomotion and powered by electrothermal stimuli, published in 2019.61 Grippers for raspberry harvesters, with 80% success rate and aiding the agriculture sector.62 The data were obtained from the Web of Science using the keywords “soft”, “robot”, “actuator” for traditional soft actuators and additional keywords of “multi” and “function” for multifunctional soft actuators. The data projection matches the trend found in Google Trends. | |
The most common soft actuator uses the input of compressed air to a tethered soft pneumatic actuator for the manipulation of delicate and small objects.33 To enable the operation of devices without using a tethered power source, untethered soft actuators have been widely explored.34 Popular untethered soft actuators include the use of thermal stimuli for two-way deformation of shape-memory polymers,35 employing humidity changes for the shape morphing of hydrogels,36–38 and the application of uniform magnetic fields, resulting in multiple forms of deformation such as bending, gripping, and rolling.39–41 With tremendous interest, a simple flexible actuation device evolved into rehabilitation exosuits,42 fully soft biomimicking “octobot”,43 and even integration into the agriculture sector44 and artificial intelligence.45 However, the challenges with soft actuators prevent their evolution into application-ready prototypes. These include their lack of mechanical properties, inability to survive in certain environments, high hysteresis, and limited generation of motion and force.46 Some of these disadvantages are strongly related to their stimuli system, such as predetermined actuation motion and high-power consumption.47–49
Moreover, to truly utilize soft actuators in real-world operations, we must recognize the use of actuators not on their own, but as part of a vast system consisting of numerous integrated components to achieve a final functionality. Therefore, another challenge arises, where the post integration of multiple components into a single system results in design complexity, an increase in size and shape, and several exposed failure locations.50 Currently, many traditional soft actuators in the literature target a single functionality/application through a single activation stimulus, limiting their practicality.46,49,51–56 Driven by the complexity of current systems, aspiration to enhance their present performances and future application potential,49 research into multifunctional soft actuators has steadily been growing since 2018,54–57 such as a self-powered bio-inspired soft robot to freely swim in the sea.58 However, despite the recent growth in multifunctional soft actuators, adequate review papers are lacking due to their novelty.
Multifunctionality is often defined as a material/composite that can perform more than one structural (mechanical property, such as stiffness and fatigue) and/or non-structural functions (actuation, sensing, and energy harvesting).50,63 Multifunctional materials possess low weight, small size, and simplicity in design, resulting in enhanced durability, system-level efficiency, and decreased failure probability. In many studies, multifunctionality can also be achieved by combining different stimuli-responsive materials into a single system for the creation of soft actuator hybrids, as shown in Fig. 2.
 |
| Fig. 2 Relationship between stimuli (blue), functions (orange), and their integration in multifunctional soft actuator hybrids (green), with their respective applications. | |
In this context, we define the term “hybrid” as applicable at multiple levels. At the material level, hybrids refer to the integration of two or more stimuli-responsive materials, such as combining electroactive and magneto-responsive components, within a single composite or matrix to enable multi-modal responsiveness or enhanced functionality. At the system level, they encompass the incorporation of different functional components, such as sensing and self-healing ability, into a unified actuator architecture, where these elements are compositionally or structurally unified rather than simply attached externally. This distinction emphasizes that soft actuator hybrids are applicable through both material integration to engineer intrinsic multifunctionality and system-level design to achieve synergistic performances.
In these cases, the hybrid design responds to more than one external stimulus, possessing the robustness lacking by traditional single-stimuli-responsive materials.50 Additionally, hybrid designs can perform more than an actuation function, such as additional non-structural sensing, energy storage, and/or healing abilities. These multifunctional soft actuators can be better tailored to specific applications because of their optimization through various material combinations to achieve the desired abilities.50,64–69 Soft pneumatic actuators (SPA), for example, are prone to leaks due to the immense pneumatic pressure input required for actuation. Pena-Francesch et al. overcame this major problem by fabricating an SPA with self-healing properties. The rupture from excessive pneumatic pressure activates the self-healing properties in the composite, closing the ruptured area for continued actuation use and promoting a longer operational SPA.65 By pushing this concept of multifunctionality, soft actuators are becoming self-sustainable, not requiring a constant input of control or maintenance but able to perform tasks autonomously due to their integrated additional functionalities such as sensing feedback loop, healing, and/or energy storage.70
This review focuses on polymeric soft actuators and their multifunctional hybrids, where each concept will be introduced and later reinforced in real-life application demonstrations. To achieve multifunctional soft actuators, various stimuli soft actuators are presented for in-depth understanding of their capability mechanisms. This review highlights the use of common stimuli-materials owing to the research into their operational mechanism, leading to less complicated multiple system integration. Firstly, the popular traditional stimuli soft actuators (piezoelectric, dielectric, magnetic, electrothermal, pneumatic, hydrogel, and photothermal) will be explored, and then prominent multifunctional soft actuator hybrids with additional functionalities (multiple external stimuli response, sensing, healing, structural, energy, and more). It is important to note that the addition of a separate device attachment to a material will not be considered in this review. For example, attaching a separate commercial sensor to a soft pneumatic actuator will not be discussed given that this review focuses on the modification and integration of materials.
2. Traditional stimuli-responsive soft actuators
Traditional stimuli-responsive polymeric soft actuators are defined by their ability to actuate to a stimulus.21,71,72 The common stimuli-responsive systems for soft actuation are discussed in this section, including piezoelectric, dielectric, electrothermal, magnetic, pneumatic, photothermal, and hydrogel-based soft actuators (Fig. 3). Table 1 compares the qualitative characteristics of the traditional stimuli-responsive soft actuators discussed in Section 2 of this review.
 |
| Fig. 3 (A) Curved piezoelectric soft actuator moving with fast locomotion owing to its curved unimorph structure with high amplitude vibration. Its fast movements are in the millisecond scale, moving at a speed of 20 body lengths per second.73 Reproduced from ref. 73 with permission from The American Association for the Advancement of Science, Copyright 2025. (B) Dielectric soft actuator demonstrating a high voltage-triggered area expansion of 1692%. This is achieved by applying pressure to a critical point of instability, then applying voltage, which “snaps” expansion in the device.74 Reproduced from ref. 74 with permission from the Royal Society of Chemistry, Copyright 2025. (C) Pneumatic soft actuator with shape engineering of interior air channel causing asymmetry at different locations (schematic on the left). This results in localized bending and achievement of an “S”-shaped deformation.75 Reproduced from ref. 75 with permission from Elsevier, Copyright 2025. (D) Illustration of hydrogel/silica magnetic soft actuator with unidirectional polarized magnetic domain formed during fabrication. This leads to superior magnetic actuation when activated.76 Reproduced from ref. 76 with permission from The American Association for the Advancement of Science, Copyright 2025. (E) Carbon nanotube in silicone elastomer polydimethylsiloxane (CNT/PDMS) electrothermal biomorph soft actuator with a thickness of 400 μm. The large difference in the coefficient of thermal expansion in the two materials leads to sizeable bending (220°) under an applied current.77 Reproduced and adapted from ref. 77 with permission from IOP Publishing, Copyright 2025. (F) Hydrogel swelling mechanism, with the material soaked in seawater. With time, the water will penetrate through the pores of the hydrogel, and the material will swell, increasing in volume, until it reaches swelling equilibrium.78 | |
Table 1 Qualitative comparison of traditional stimuli-responsive soft actuators
|
Actuation mechanism |
Actuation scale |
Response time |
Blocking force |
Advantages |
Challenges |
Applications |
Piezoelectric soft actuator |
Voltage-induced inverse piezoelectric effect |
μm |
Fast |
Low |
Fast response time, high accuracy |
Small actuation strain, low blocking force |
Micro positioning system, active vibration dampers |
Dielectric soft actuator |
Electric field-induced Maxwell stress |
mm |
Fast |
Medium |
High strain, fast response time |
High voltage, prone to dielectric breakdown |
Artificial muscle, tunable lenses |
Electrothermal soft actuator |
Temperature-induced thermal expansion |
μm to mm |
Slow |
Medium |
Ease of fabrication |
Slow recovery, low power efficiency |
Reconfigurable surfaces, shape-programmed robots |
Magnetic soft actuator |
Magnetic field-induced magnetic force/torque |
mm |
Fast |
Medium |
Untethered system, high accuracy, large deformation |
High magnetic field at close range |
Surgical tools, micro-robots |
Pneumatic soft actuator |
Compressed air-induced pressurized mechanical motion |
mm |
Fast |
High |
Large deformation, high force |
Prone to ruptures, tethered and bulky |
Prosthetics, rehabilitation tools such as exosuits |
Photothermal soft actuator |
Light conversion to heat causing motion |
μm |
Medium |
Low |
Untethered system |
Specific light wavelength and intensity, low strain |
Smart textiles, targeted drug delivery |
Hydrogel-based soft actuator |
Movement of ions causing swelling |
mm |
Slow |
Medium |
Large deformation, use in wet environment |
Slow response time, complicated fabrication |
Drug delivery system, tissue-engineering scaffolds |
2.1. Piezoelectric soft actuator
Piezoelectric polymer soft actuators are lightweight, conformable, and have fast response from their electrical stimuli.79 Actuation through electrical activation is advantageous due to the ease of input power control and its universally accessible power source and fast response. Piezoelectric soft actuators exhibit spontaneous electric polarization and can undergo a converse piezoelectric effect, where an applied voltage results in expansion or contraction of the material depending on its polarity direction. Owing to this effect, piezoelectric polymers show great potential for many practical applications ranging from the automotive to medical to military fields.80 Polyvinylidene fluoride (PVDF) is one of the most well-known piezoelectric polymers, which is inexpensive, environmentally friendly, and conformable. As a semi-crystalline polymer, PVDF has five distinct polymorphs (α, β, γ, δ, and ε). Among them, the stable non-polar α phase and electroactive β and γ crystal phases are the most researched. The β phase has the highest dipole moment (8 × 10−30 cm) per unit cell, and thereby the best piezoelectric property.81,82 Therefore, the promotion of the piezoelectric property of PVDF through an increase in both its degree of crystallinity and electroactive phases, especially β crystal phases, is desirable to enhance its use as an actuator.83
PVDF actuators are ideal for micro actuation with accurate control, such as optical microscopes, cameras, and other instruments requiring high resolution.84,85 To enhance its piezoelectric property by increasing its dipole moment, the addition of nanofillers such as carbon nanotubes (CNT),86 magnetic cobalt ferrite (CoFe2O4) and nickel(II) hydroxide (Ni(OH)2) nanofillers,81,87,88 and various processing methods such as electrospinning89,90 have been implemented. The electrostrictive strain of a PVDF composite was observed to double to 2.1% at 54 MV m−1 when 0.35 vol% of multi-walled CNTs (MWCNTs) was added.91 Lee et al. embedded boron nitride nanotubes (BNNT), structural analogues of CNTs, in PVDF with post-processing and achieved 2.9 μm (V mm−1)−1 deflection per electric field.92 Ahn et al.93 stretched already electrospun 1 wt% MWCNT/PVDF by 200% and achieved 1 μm of actuation with an electric field of 2 kV mm−1. Electrospinning method produced a coaxially aligned MWCNT in a PVDF matrix. Even at a low nanofiller loading of 0.06 wt%, this nanocomposite actuator exhibited a high β phase crystal content of 94% and actuation under an electric field of 4 V μm−1.94 Additive manufacturing of PVDF has been proved to be a reliable processing method, where inkjet-printed P(VDF-TrFE) actuators could operate at a low voltage of 50 V.95
Piezoelectric actuators for biomimicking have been demonstrated by alternating the positive/negative voltage, which resulted in 0.4 mm extension/contraction in PVDF, allowing the robot to “crawl” forwards from this continuous motion.73 Demonstrating biomimicry, a fast, flappable soft piezoelectric robot (BFFSPR) was fabricated with a 12 μm PVDF film as the active layer and copper film as the passive layer. This combination was assembled into a double spiral shape to mimic the “front and back legs” of animals. The double layer and the structure design of the BFFSPR allowed fast speeds of 42.8 body lengths per second and demonstrated a turning angle of 180°.96
2.2. Dielectric soft actuators
Dielectric elastomer actuators (DEAs) have a fast response time (<1 ms) and generate large forces (MPa) and large strain (>100%) but require large electric fields (scale of kV mm−1) for actuation.97 Upon the application of an electric field, electrostatic pressure is created due to the Coulomb forces between the electrodes, denoted as Maxwell stress, causing DEAs to deform. As highly flexible elastomers, DEAs have a finite volume, and therefore are innately incompressible. To compensate for a deformation in one axis, such as a decrease in thickness, the other dimensions increase, keeping the volume constant, which results in an actuating motion.98,99 Due to their high force output and fast reaction time, DEAs have been extensively researched for use as artificial muscles.100 Thus, owing to the popularity of DEAs, many insightful review articles on DEAs and electrically driven soft actuators have been published, delving thoroughly into the materials, electrodes, and 2D/3D deformation of various DEAs for a wide range of applications.101,102 However, DEAs have certain drawbacks, including the need for a high applied voltage (scale of kV), high energy consumption for operation, and the low electric breakdown of materials, which still need to be resolved.103
Kim et al.104 used a DEA with localized graphene electrodes to obtain actuation at the center of a film. This DEA (100 μm thickness) performed the large displacement of 1050 μm at an applied voltage of 3 kV and 0.5 Hz. To achieve greater actuation in the center, Hajiesmaili et al.105 used carbon nanotube-based electrodes with a meso-architecture. The circular DEA with dimensions of 80 μm by 11 mm produced 3.5 mm of deflection under 3.5 kV. Direction-dependent properties were exhibited by fiber-reinforced DEAs, where the fibers induced out-of-plane displacement in the pre-stretched DEA surrounding it. It was observed through simulation and experiments that with 4 fibers, the maximum out-of-plane displacement of 0.5 mm was achieved under 8 kV and a blocking force of 0.18 N.106 A DEA with bi-stability could switch from one equilibrium state to another, allowing much faster DEA actuation with the low energy consumption of 0.14 J per grip due to no requirement of a continuous voltage to hold onto an object.107 To enhance the energy density of DEAs, optimal electrodes to sufficiently charge them were explored. It was found that low-density, ultrathin CNT electrodes could apply electric fields as high as 100 V μm−1 without dielectric breakdown, with the DEA achieving an energy density of 19.8 J kg−1.108 A fully inkjet-printed dielectric elastomer was fabricated with a polydimethylsiloxane (PDMS) active layer between electrodes, demonstrating a 36 μm tip displacement under 1 kV.109 A DEA was also used as a tunable optical device. The voltage-induced strain of the dielectric elastomer of up to 12 kV changed the focal length by 50% within 3.6 ms, focusing blurry images to clear objects.110
2.3. Electrothermal soft actuators
Although powered by an electric source, electrothermal actuators (ETAs) utilize the heat produced from voltage to obtain actuation. Joule heating drives the thermal expansion of ETAs as the kinetic energy of individual molecules increases and vibrates more at higher temperatures, leading to large separations between molecules, and subsequently an observable volumetric expansion.111 Polymeric ETA materials require a low voltage, perform without electrolyte, and can produce large displacement and forces. One disadvantage is the eventual thermal stimuli, where the deformation back to its original state is governed by the slow rate of cooling, reducing the actuation time and low frequency.18,112 ETAs are commonly fabricated as a bilayer system, with a conductive layer to initiate Joule heating and a flexible layer with a high coefficient of thermal expansion (CTE). With the mismatch of CTE between the layers allowing one layer to expand more than the other, bending will occur.113 Compared to other thermal-stimuli responsive soft actuators, ETAs are not limited by a transition temperature, have reversible deformation, and more diverse material selection.114
Chen et al.115 demonstrated that ultra-aligned CNT sheets significantly reduced the voltage required for ETA actuation. The actuation behavior to fiber orientation was also observed, where upon the application of electrical current in the direction of the fiber, less heat and actuation motion is generated because of the lower resistance.116 Utilizing silver nanowires, a large bending of 720° at 4.5 V at a heating rate of 18 °C s−1 was achieved.117 This bimorph ETA was demonstrated as a crawling robot and successfully manipulated delicate objects. Alternatively, a graphene oxide/silver nanowire conductive layer allowed a low power density input of 0.8 W cm−2 and was demonstrated with a bionic hand.118 PDMS coated with a novel carbon nanotube (CNT) sponge, which was a CNT film layer with micro air voids created by the immersion of a CNT film into hydrogen peroxide. The use of the CNT sponge exhibited a high temperature and electrothermal conversion efficiency at a low voltage input, expanding up to 1.14 cm or an increase in volume of 70% at an applied voltage of 6 V in 24 s.119 Zeng et al.120 created a double layer PDMS/(PDMS/MWCNT) film, where the differing coefficient of thermal expansion (CTE) of the material layers resulted in buckling of the film and enhanced actuation. This ETA (0.37 × 10 × 48 mm3) achieved a bending displacement of 28 mm under 7 V, and could lift 1538 mg, which correlated to 4.2 times its weight. Ye et al. fabricated an all polymer-based ETA using a combination of conductive and dielectric polymers. The CTE mismatch of the layers and the high conductivity of the conductive polymers polyaniline (PANI) and poly(3,4-ethylenedioxythiophene):polystyrene sulfonate (PEDOT:PSS) allowed the all-polymer ETA to undergo deformation under electrically activated thermal stimuli. The ETA could reach 70 °C and curvature of 1 cm−1.121
Nam et al. utilized filtration methods to fabricate uniform CNT buckypaper in a tri-layer with silicone elastomer, resulting in a 22% increase in displacement compared to the bilayer.114 Sun et al. programmed an ETA into the desired configuration by applying the stress relaxation mechanism, resulting in active bending over 540° and demonstrated with a crawling inchworm-motion robot.122 Also inspired by the caterpillar, Wu et al. fabricated a bidirectional crawling robot utilizing programmable silver nanowires distributed in a liquid crystal elastomer biomorph actuator device. Using heating patterns, controlled curvature was achieved for forward and reverse locomotion.123 Additive manufacturing methods, such as screen printing and fused deposition modelling, can be used to fabricate ETAs and other thermally responsive soft actuators, which can heighten this field to industry level mass-production.124
2.4. Magnetic soft actuator
Soft actuators triggered by magnetic field stimulus are a non-contact and non-invasive approach. Under a magnetic field, magnetic soft actuators exhibit large and continued actuation with a fast response, precise control, and great flexibility.76 These actuators are often constructed by embedding magnetic particles in low impedance materials.49 It is common to utilize a uniform magnetic field to employ directional magnetization during the fabrication process to increase actuation in a particular direction. Alternatively, a non-uniform magnetization profile can be used to vary the orientation of the embedded magnetic particles and create localized actuation points. This increases the complexity of the resulting actuation shapes and motions.125 Magnetic particles can be either micro/nano sized and are classified as hard/soft magnets. Hard magnetic fillers, such as neodymium (NdFeB), maintain their magnetization without an applied magnetic field, and therefore have higher saturation magnetization.126,127 Soft magnetic fillers, such as iron oxide, lose their magnetization once the magnetic field is removed but can be easily re-magnetized.126 Although many studies utilize NdFeB, it has a low operating temperature of 80 °C, where above this temperature, NdFeB loses all its magnetic properties and is disadvantageous in applications involving harsh conditions.127 Soft magnetic filler iron oxide nanoparticles are extensively utilized in magnetic soft actuators due to their high magnetic saturation (84–92 emu g−1), low toxicity, high magnetic stability, large surface area, and magneto-thermal effect upon the application of an alternating magnetic field.128,129 Furthermore, their low coercivity allows a magnetic device to truly be at rest by exhibiting low magnetic property in the absence of an applied magnetic field, which is beneficial for application where a constant magnetic field can be a disturbance to other nearby devices.
Paknahad et al. fabricated 116 μm-thick 5 wt% iron(II,III) oxide (Fe3O4)/PDMS and observed 33 μm actuation under 6.8 mT.130 Wang et al.131 observed the reprogram ability of magnetic soft actuators by applying a high magnetic field on multiphase polymer networks. Upon applying 11.2 kA m−1, 50% programmed strain was achieved, which was sustained for 100 cycles. Reprogrammable magnetic soft actuators can overcome the limited predefined motion of a magnetic actuator into tunable locomotion.132 Magnetic materials can demonstrate movements beyond simple actuation such as bending or expansion/contraction and closer to complex biomimicry movements. With multiple tapered feet, a soft magnetic millirobot could perform in dry and wet environments at high speeds, strength over 100 times its own weight, and maneuver 90° bending.133 Inspired by the quick and powerful motions of the biological system for storing elastic energy, a flexible elastomer was connected to a pre-stressed elastomer layer with magnetic NdFeB particles. As the pre-stretch levels increased from 1.2 to 2.9, the blocking force increased from 1.3 N to 4.3 N, together with the strain energy with material. The proposed soft actuator required 5–20 mT to actuate with a response time of 35–40 ms due to the increase in the strain energy by the pre-stretched elastomer layer and allowed quick recovery to its original shape.134 A liquid–metal-based magnetic soft actuator was fabricated, where magnetic iron particles were embedded inside a Galinstan alloy droplet. The soft actuator existed as a liquid at room temperature, allowing active adaptation to confined spaces and ability to split into multiple portions to reduce its size, whilst undergoing translation motion under magnetic stimuli.135
Magnetization patterns can be encoded into magnetic materials, resulting in combined metachronal waves propagating in desired motions.136 Further variations in magnetization encoding can lead to complex movements such as micro-grippers, jellyfish swimming biomimicry, wire steering, and inchworm movement.137–142 Altering the domains of nanomagnets resulted in the flapping of a bird and display of various letters from the alphabet.143
3D printing technology has also been utilized to program ferromagnetic domains during the printing process of magnetic soft actuators.144 This minimizes the fabrication time, allows constant output of soft actuators with reliable performances, and applies novel patterning and programming capabilities. Kim et al. 3D printed NdFeB/Ecoflex under the magnetization of 2.7 T and achieved a soft actuator that can jump, crawl, roll, transform from a 2D to 3D configuration, and be utilized for drug delivery.145 A laser heat source coupled with a magnetic field was used for the localized reprogramming of ferromagnetic domains of a soft magnetic actuator. This allowed complex 3D shape morphing of a six-armed and mesh-shaped film under a magnetic field of 150 mT, which could bend different parts of the film in various directions. The individual actuation of distinct magnetic soft actuator arms was showcased to be an electrical switch for light-emitting diodes (LEDs). As different arms of the actuator were deformed, it completed different parts of the LED circuit, lighting some, while others stayed off.146
2.5. Pneumatic soft actuators
The most common soft actuators are soft pneumatic actuators (SPAs) due to their innate soft matrix, fast response speed, high force output, low cost, and high strain motion. These properties allow them to be tailorable and easily utilized in a wide range of application fields such as medical devices, grippers, and underwater robotics.147–149 SPAs are often made from a compliant silicone elastomer matrix with an internal chamber or channel design, achieving deformation with compressed air with positive or negative pressure.150 Positive-pressure SPAs employ input of compressed air to increase their volume and achieve the desired shape or actuation. Negative-pressure SPAs were employed to achieve contraction motion, which are ideal for limited spaces and not prone to failures from leakage.151,152 Silicone elastomers are popular soft matrices for SPAs and have a range of moduli and elongation at break. For example, PDMS has a modulus of 1.35–2 MPa with 90% elongation at break, while Ecoflex is more elastic with a modulus of 0.07 MPa and 900% elongation at break.153
The actuation of SPAs ranges from simple extension/contraction and bending to more complex shapes such as twisting, locomotion, and surface morphing.154,155 Single-chamber SPAs rely on the asymmetric thickness of a sample to create a moment arm when the pressurized air forces motion towards the thicker side.156 The change in geometric parameters or stiffness will also alter the resulting actuation, where extra material or strain-limiting layers have been added to control this actuation.157 Strategically, stiffening materials can be placed locally to generate larger linear extensions. Sun et al. fabricated a customizable SPA using unstretchable fabric, achieving a high blocking force of 2.5 N at 190 kPa.158 Lee et al. 3D printed distinct pin shapes to be utilized in retractable pins. Combined with the layer-by-layer fabrication of an SPA, diverse shapes were pneumatically actuated such as simple bending, “S”-shape, “L”-shape, hook at the end, and even straightening a curved SPA.75 Gunawardane et al. utilized additive manufacturing to fabricate SPAs with spring-like zig-zag structures, which could be scaled down under limited space conditions. These designs allowed the SPAs to deform as traditional extension and rotation around their own axis with a blocking force of 10 N under 350 kPa of pressure.159
SPAs are typically tethered systems, connected to tubes and pump, which limit their movement. Alternatively, Tolley et al. created an untethered robot with all the components (including air compressor) on the SPA. This large SPA of 0.65 m could hold a load of 8 kg, travel at 18 m h−1, and was resilient to being crushed by a car.160 Multiple deformation modes were achieved by fabricating an SPA with chambers of varying geometries and individual activation. This achieved extension, bending, and twisting motion from the same SPA, allowing it to function as a better gripper compared to simple linear actuators.161
Soft lithography and molding are common fabrication processes for SPAs and to create various patterns on elastomers once they are cast and cured.149 During their fabrication, the unintentional creation of bubbles function as defects in their structure. Zhao et al. took advantage of these air bubbles to create details in the sub-millimeter range by degassing at specific locations, which created surface properties for drag-reducing.162 Although molding is advantageous to create external shapes, it is unsuitable for a design with internal structures such as air chambers. However, the conventional lamination method is prone to rupture and failure at the laminated seams.163 The retractable pin method allows the elimination of lamination of pieces but is limited to the simple tubular shapes of the pins.164
2.6. Photothermal soft actuators
Light-responsive materials can either be constructed by utilizing photochemical or photothermal effects. The photochemical effect relies on application of light at specific wavelengths to “twist” a chemical compound from one isomer configuration to another, which is common in azobenzene-based materials. The consolidation of nano-scale movements within the material results in micro- or macro-scale deformation.165 The photothermal effect relies on the conversion of light energy into heat as light waves excite electrons into resonant oscillations.166 This causes a thermal actuation response from asymmetric thermal expansion or trans–cis isomerization, similar to the photochemical effect.167 By adding nanofillers that can convert light into heat, a reversible, fast, and large volume change can be achieved under specific wavelengths.168 Given that hydrogels can respond to light stimuli and possess inherent softness and flexibility suitable for soft actuators, many photothermal soft actuators are hydrogel-based actuators.
Thermosensitive poly(N-isopropylacrylamide) (PNIPAAm) with gold nanoparticles shrunk upon exposure to irradiation from a 532 nm laser (1.1 W cm−2) after 15 min and back to its original state within 5 s.169 Zhang et al. embedded gold nanorods (GNR) coated with polydopamine (PDA) in a liquid crystal elastomer to enhance the photothermal effect from the broadband absorption of PDA. With PDA-coated GNRs, the soft actuator could lift a 0.2 g object to a height of 2 mm in 2 s, while the soft actuator with regular GNRs took twice as long to lift the same object.170 Wang et al. embedded reduced graphene oxide (rGO) sheets in a hydrogel, where an increase in the rGO content and laser intensity enhanced the bending speed and angle due to the change in the solubility of the hydrogel.171 Compared with the ionic actuators with a long recovery time, this rGO/hydrogel recovered up to 74–84% within 10 s after the removal light of due to the drop in temperature. Subsequently, a double layer made of silver nanowires in a liquid crystal network was doped by azobenzene, which was attached to the graphene oxide layer. The photothermal effect by azobenzene allowed the input near-infrared (NIR) light to be converted into thermal energy, which heated the liquid crystal layer embedded with silver nanowires. The mismatch in the CTE of graphene oxide and liquid crystal layer led to bending deformation.172 A freestanding film made of 2D MXene nanosheets and a coupling agent, 3-isocyanatopropyltriethoxysilane (IPTS), displayed a reversible bimorph bending actuation similar to the locomotion of an inchworm. This actuation was due to the photothermal effect of MXene, which was further enhanced to a deformation angle of 700° in 2.1 s due to the increased interlayer spacing between the layers and asymmetric microstructure.173 MXene has also been used as a bilayer with PDMS to fabricate a jumping actuator with controlled jumps by adjusting the incident light angle from 0° to 30° to achieve horizontal to vertical jumps, respectively.174
By incorporating a shape memory polymer and carbon black through a 3D printing method fused with deposition modeling, a high photothermal efficiency was achieved for shape recovery under light-stimulation.175 Liu et al. fabricated a liquid crystal elastomer with near-infrared light absorbing cross-linkers. The temperature of the composite could increase from 18 °C to 260 °C in 8 s under light with a wavelength of 808 nm and deform 110% of its original length and hold loads 5600 times its own weight.176
2.7. Hydrogel-based soft actuators
Hydrogel-based actuators utilize the exchange of ions from the environment as stimuli to obtain an actuation response. This exchange of ions can be water molecules from the humid environment, hydrogen ions to change pH levels, or other chemical substances in the presence of certain solvents.38,78,177 These types of stimuli-responsive materials have been studied greatly with many review papers on their use as multifunctional hybrid materials.68,178,179 Most hydrogels are cross-linked hydrophilic polymer chains with a high-water content (up to 99 wt%), exhibiting more than 10 times strain with high flexible and elastic properties.180 Although swelling with water is the cause of hydrogel actuation, the swelling/de-swelling process can be initiated by temperature,181 light,182 electricity,183 ionic strength, and more.184 Hydrogels have high mechanical strength owing to the physical bonding of ionic liquids, and the use of the universally available water as a stimulus enhances their ease of use.185 Due to their high compliance, the addition of stimuli-responsive nanofillers can generate nanocomposites with a broad range of applications such as drug delivery and soft actuators.186 However, their dependence on a high-humidity environment, considerable volume exchange loss, and slow speed still require further research and development.
D'Eramo et al. photo-patterned over 7800 poly(N-isopropylacrylamide) (PNIPAM) hydrogel micro-cages with switches that actuated above 32 °C at a speed of 0.6 s.187 By utilizing hydrogel microspheres in one of the bilayer hydrogel actuator systems, the significant difference in the deswelling rate in the layers resulted in fast bending speeds of 103° per second when actuated at a temperature of 50 °C.188 Kwon et al. fabricated miniature hydrogel-based aquabots utilizing microfluidic chambers. By utilizing different compounds and concentrations, multiple aquabots each responded to different stimuli (i.e., electric, pH, thermal, and magnetic). These robots exhibited locomotive motion for 850
000 continuous actuations.189 The addition of rGO nanosheets to a hydrogel created a conductive platform to enhance the ion transport within the hydrogel matrix, and therefore faster volume and weight change. A 68% reduction in weight after applying 10 V for 2 min was observed, which was recovered in 6 min after removing the applied voltage.190 By orienting the dispersed graphene oxide (GO) in a gradient in a PNIPAM hydrogel matrix, Yang et al. observed a faster heating rate upon exposure to NIR light on the higher GO concentration side, leading to a greater deswelling rate, rapid response, and large bending of 274° in 45 s.191 Liu et al. fabricated a gradient sodium hyaluronate (HA)/PNIPAM hydrogel soft actuator that could actuate above its low critical solubility temperature (LCST) and recover without additional temperature stimuli due to the different contraction rates of the two materials with maintained elastic behavior of the hydrogel network from the great water retention of HA. They achieved a bending angle of 360° in 15 s in air at 50 °C and recovery to its original shape within 92 s.192
3. Multifunctional soft actuators hybrids
As depicted in the previous section, stimuli-responsive polymeric soft actuators have been cultivated into a major field with many advancements in their processing and actuation performance. However, there are still drawbacks impeding the use of soft actuators in real-world applications. For example, SPAs lack blocking force due to their innate soft matrix and are limited to a predefined motion determined by their fabricated air channel, lowering their practicability and adaptability.193 Magnetic soft actuators require high power and access to an external magnetic field,39 while piezoelectric actuators only produce small strain. Multifunctional soft actuator hybrids are specifically designed to overcome many of the drawbacks of single-stimuli soft actuators. Often, multiple stimuli materials are integrated, such as magnetic particles into an elastomer with pneumatic channels, mitigating manufacturing complexity with independent activation.75 In the following sections, we discuss several correlated topics on multifunctional soft actuator hybrids including multiple stimuli-responsive soft actuators for movement with a high degree of freedom, self-sensing soft actuators, self-healing soft actuators, soft actuators with variable structural functions, electrochromic soft actuators, and soft actuators with more than 2 functions (Fig. 4).
 |
| Fig. 4 (A) Multiple stimuli-responsive soft actuator. Hydrogel composite showing temperature- and pH-responsive actuation in bending and rolling motion, respectively. This is achieved through the integration of thermal-responsive and pH-sensitive materials.194 Reproduced from ref. 194 with permission from the Royal Society of Chemistry, Copyright 2025. (B) Self-sensing soft actuator. Double network of thermo-responsive hydrogel with light-sensitive conductive polymer, resulting in photo and thermal actuation with piezoresistive sensing. The device is shown actuating in water upon NIR light exposure, with the corresponding change in resistance during light-induced bending illustrated in the graph below.195 Reproduced from ref. 195 with permission from Elsevier, Copyright 2025. (C) Self-healing soft actuator. Diels–Alder (DA) polymer, one of the common healing materials, and its healing mechanism with thermal activation, starting with a mechanical damage that breaks DA and polymer bonds. With the application of thermal stimuli over a period of time, DA bonds are further broken. Subsequently, this reaction allows polymer chains to re-connect and form new crosslinks. Once the DA polymer heals, its mechanical property re-establishes to its original state.196 Reproduced from ref. 196 with permission from The American Association for the Advancement of Science, Copyright 2025. (D) Soft actuator with variable structural functions. 4-Legged soft pneumatic actuator robot with high toughness achieved by fabricating distinct strain-limiting layers. This soft actuator is more resistant to mechanical damage, such as impacts from a hammer, allowing for longer operational lifetime.197 Reproduced and adapted from ref. 197 with permission from John Wiley and Sons, Copyright 2025. (E) Electrochromic soft actuator. Bi-directional actuator using humidity and NIR light. The electrochromic effect arises from the self-assembled cellulose nanocrystals on the top layer, refracting light as the wings actuate in a flapping motion.198 (F) Hydraulically amplified self-healing electrostatic (HASEL) actuator. Owing to its liquid dielectric core in an elastomeric shell, the HASEL actuator can actuate, sense its actuation, and self-heal from dielectric breakdown.199 Reproduced from ref. 199 with permission from The American Association for the Advancement of Science, Copyright 2025. | |
3.1. Multiple stimuli-responsive soft actuators for movement with a high degree of freedom
Traditional soft actuators are often bound by their predetermined actuation motion, such as the fixed internal channel design of SPAs. However, by introducing additional stimuli-responsive movements, soft actuators can have a high degree of freedom (DOF) for movement, exhibiting advanced actuation patterns.
Magnetic fillers can be embedded in an elastomer, the same matrix commonly used as soft pneumatic actuators (SPA). Lee et al. embedded an Fe3O4 magnetic nanofiller into an elastomer with pneumatic channels, creating a magnetic–pneumatic-activated soft actuator. The magnetic actuation added an additional degree of freedom to the SPA, demonstrating dual plane movement to complete an LED circuit. Additionally, the magnetic property was utilized, where a 5-legged star could attract magnetic cargo on water and grab it with pneumatic actuation.75 A 2D nanoplatelet MXene-based magnetic soft actuator utilized different concentration gradients of CoFe2O4 nanoparticles to control the absorption and release of water in humid environments. This also allowed the prediction of the bending actuation. Additionally, the soft actuator could undergo magnetic actuation from its magnetic nanoparticles, and photothermal actuation from MXene properties. This allowed the demonstration of various movement patterns such as bending, rotation, and crawling.200
Shape memory polymers (SMP) exhibit a shape memory effect by applying temperature to create a secondary shape, alternating between their original and secondary shapes to achieve actuation. An SMP was integrated with SPA, which allowed stiffness control under thermal stimuli. This resulted in multiple degrees of pneumatic deformation from a single air channel.201 A tri-layer composite of SMP/hydrogel/elastomer composite could undergo actuation through swelling of a hydrogel. Additionally, the shape memory feature allowed 2-way actuation (back to its original shape), as demonstrated by folding/unfolding origami.202,203 Magnetic Fe3O4 nanoparticles at various concentrations were embedded into an SMP, resulting in a high shape memory ratio (recovery to original shaper) of up to 93%.204 Wei et al. printed a magnetic Fe3O4/SMP via the direct-writing method. The printed sample showed two shape memory effects, deforming into a 3D flower at a water temperature of 80 °C and magnetic actuation recovering its shape at an alternating magnetic field of 30 kHz.205
In addition to temperature stimulus, humidity/moisture and photothermal activation can be implemented. A graphene oxide sheet (SGO)/PVDF bilayer actuator was fabricated to activate upon exposure to multiple stimuli. The moisture-triggered actuation from the deformation of its SGO layer resulted in a large bending curvature of 13 cm−1 when the relative humidity increased to 86%. Owing to the high negative CTE of the GO layer and positive CTE of PVDF, a large displacement of 42 mm at 140 mm s−1 was also observed with changes in temperature and light (photothermal).206 Dong et al. reported that a multi–stimuli-responsive GO/polymer polypyrrole (PPy) bilayer could actuate under humidity, temperature, and light. The multi–stimuli-responsive composite could function as a gripper with changes in relative humidity from 50% to 80% and display forward “crawling” motion due to cyclic light stimuli.68 By using a hydrogel, ionic and pH responsiveness could be achieved. A “smart” hydrogel bilayer was reported to activate under 3 separate stimuli owing to its thermal- and ionic strength-responsive layer and pH-responsive layer. The hydrogel could change its shape with changes in temperature from 2 °C to 50 °C and pH from 2 to 11.194 A bilayer of 1D bacterial cellulose and CNT onto a PE film layer could achieve the actuations of photothermal actuation by CNT, electrothermal actuation by the dissimilar CTE of the two layers, swelling actuation due to humidity changes by bacterial cellulose, and reversible de-swelling by PE when exposed to organic solvents. Depending on the stimuli utilized, different motions were observed and a large bending angle of up to 500° with 85 mW cm−2 light intensity (36 °C).207 A bilayer CNT-Nafion/PE soft actuator demonstrated dual directional bending by utilizing thermal actuation in one direction (either by photothermal or electrothermal) and swelling in the other direction (increase in humidity or solvent concentration change). This was due to the dissimilar CTE of the CNT-Nafion and PE layers, and their respective expansion method, where PE will expand under thermal stimuli, while CNT-Nafion does not, and CNT-Nafion layer will expand with hygroscopicity, while PE will cool and shrink due to an increase in moisture in its environment. The bilayer soft actuator reached a bending curvature of 1.12 cm−1 and could undergo 100 bending cycles.208
Versatility in locomotion can be achieved through adhesion functionality, where soft actuators would not be limited to regular planes but can explore various terrains, even inverted.209 A DEA was fabricated to achieve multi-functionality in actuation and adhesion, both through electrical stimuli. DEA with electro-adhesive “feet” of copper/polyimide sandwiched layers was constructed to climb walls at a 90° angle, where the adhesion originated from the oppositely polarized “feet” and wall upon the application of a voltage to the “feet”. This allowed the DEA to adhere to the wall, and subsequently move upwards through actuation.210 Hu et al. fabricated an inchworm soft DEA with electroadhesion actuators with electrode patterning and voltage signal coordination control strategy. This allowed control of the deformation shape of the main body, while providing enough adhesion to the head and end sections to move at 39.55 mm s−1 on an inverted plane. The main body deformation at various pre-stretch ratios achieved up to 16 mm stride length forward at 6 kV of input power.211
The electrode arrangement can also be utilized to achieve movement in multiple DOF. Electrical partition of a dielectric elastomer using separated electrodes enabled the creation of individual actuators within the same material, achieving multi-degree-of-freedom to move and bend about two axes.212 A multi-layer DEA could perform sequential actuation of segments, resulting in an actuator with 3 degrees of freedom that could demonstrate a crawling motion.213 Conn et al. reported a cone DEA with 4 electrode elements to achieve 5 DOF in actuation, with 21.7° and 9.42 mN in rotational actuation and 4.45 mm and 0.55 N in linear actuation.214
3.2. Self-sensing soft actuators
Actuators and sensors are complementary, where the sensing component can confirm and verify the deformation and movement executed by the actuator. Actuators with a sensing element are commonly denoted as self-sensing actuators.
Dielectric materials exhibit sensing ability through changes in their capacitance upon a physical change.215 Taking advantage of its dual functions, a dielectric actuator (DEA) was actuated under 4 kV, whilst performing proprioception sensing through its expansion or contraction.216 Given that DEAs utilize a high voltage, a material failure monitoring sensor within DEAs to prevent their dielectric breakdown is highly advantageous. Gisby et al. reported their initial findings on this topic, where a DEA could sense high-power dissipation before it underwent dielectric breakdown. Thus, in practical applications, a fail-safe mechanism can be integrated when this power dissipation is sensed to prevent the failure and prolong the lifetime use of DEAs.217
Verma et al. showcased a self-sensing electromagnetic actuator for vibration control of a cantilever beam. The actuation was triggered by a voltage source generating a magnetic field, while the sensor measured eddy currents resulting from the changes in the magnetic flux caused by the displacement of the beam. It was observed that a peak-to-peak displacement of 0.3 mm was dampened to <0.1 mm peak to peak with this device.218
Piezoelectric materials are also another type of stimuli-responsive materials that can exhibit sensing and actuation, as either a direct or converse piezoelectric effect. Chen et al. used an ionic polymer–metal composite (IPMC)/PVDF bilayer bonded together for actuation based on ion transport and sensing from the direct piezoelectric effect. This bilayer could actuate 0.12 mm with the sensing signal matching that read by a laser sensor.219 Lee et al. utilized functionalized CNT/magnetic nanoparticle/piezoelectric PVDF to apply multiple alignment processing methods that subsequently affect one another.220 This self-sensing hybrid actuator with piezoelectric sensing and magnetic actuation acted as a vibration damper for transportation vehicles (such as helicopters), successfully lowering the vibration by 0.72 m s−2 with 2.5 mV g−1 sensing sensitivity.220 A hybrid magnetic/piezoelectric self-sensing actuator was also 3D printed, achieving a higher weighted damping of 1.8 m s−2 and sensing sensitivity of 13 mV g−1 due to its scale-up ability.221 A thin piezoelectric PVDF polymer was also used on a pneumatic bellow soft actuator as a deflection sensor.222
Piezoresistive sensing relies on the changes in electrical resistance when deformation occurs. SPAs are commonly integrated with piezoresistive sensors to detect their pneumatic deformation.223 These sensors are thin and flexible, with some using screen-printing to apply silver strain sensors on an SPA. A 110 mm self-sensing SPA with 90 mm silver sensor actuated curvature up to 21 m−1 with a resistance change from 15.8 to 1.7 Ω. This allowed the detection of SPA grippers when opened and closed.224 Fang et al. enhanced traditional SPAs by utilizing liquid to gas phase transition fluid inside an elastomer matrix to achieve both untethered actuation and self-sensing through embedded flexible sensors. The untethered SPA possessed an encapsulated NH4CO3 liquid that could undergo a liquid–gas phase transition through the heat generated from NIR light stimulus. This was due to the decomposition of the NH4CO3 solution starting at 36 °C. Graphite was placed on the bottom of the SPA, where its resistance would change as the SPA underwent strain. Carbon nanoparticles were placed on the top of the SPA, closer to the external stimuli, whereas the temperature increased, the carbon nanoparticles were less restricted in their matrix and formed better conductive network, resulting in a change in resistance.225 Yang et al. reported an SPA with built-in pressure sensors made of a conductive elastomer, which were co-printed onto the SPA. A prototype gripper was demonstrated for self-sensing actuation when gripping, displaying potential for close-loop control applications.226 3D printing can be further utilized to fabricate an SPA with multiple resistive soft sensors. This SPA demonstrated curvature, inflation, and contact sensing with pneumatic actuation, making it ideal for application in the haptics and proprioceptive fields.227 An SPA was fabricated with thin sheets of polyethylene terephthalate (PET) and metalized PET layers to achieve measurements of its actuated length through changes in the resistance of its metalized PET layer. The measured resistance followed a fit with a cubic polynomial for accurate prediction, allowing a feedback loop to be set up with an average actuated length measurement error of less than 5%.228
A self-sensing PNIPAAm/PPy hydrogel composite actuator could shrink upon exposure to photothermal stimuli. This shrinkage with a change in bending angle from 35° to 60° resulted in changes in resistance in the PPy piezoresistive sensor.195 Relying on photothermal stimuli for actuation, a (polyvinyl alcohol/carbon)/polyethylene bilayer self-sensing film was constructed. The difference in coefficient of thermal expansion between the 2 layers resulted in a large bending deformation of 1260° in 6 s using a xenon light. The carbon layer acted as a piezoresistive sensor, exhibiting a change in resistance by 97% when pressure of 435.5 kPa was applied. The self-sensing actuator was demonstrated as a hand gripper, elephant trunk, and blooming flower.229
3.3. Self-healing soft actuators
Given that soft actuators tend to experience mechanical failure, innate self-healing ability will allow reliability and longer operational lifetime. Self-healing ability arises from either embedded chemical reactions that occur at failure or molecular healing ability from the material itself, and can also be controlled by external stimuli, such as temperature. Biologically inspired, self-healing function will add onto their future potential as artificial muscles or other actuator systems that need minimal maintenance.230
Pena-Francesch et al. fabricated an SPA with a self-healing protein membrane at the perimeter, which could crosslink the broken polymer chains through temperature changes. After healing, the SPA could maintain the same maximum actuation strain of 400% and 5 N blocking force, displaying successful recovery in mechanical property and performance ability.65 To overcome the dielectric breakdown challenges in DEAs, a two-phase material consisting of a dielectric elastomer and silicone sponge foam containing silicone oil was utilized for self-healing ability. When punctures were made on the two-phase DEA, the silicone oil would flow into the void defect to restore its dielectric integrity, maintaining its performance over 2000 cycles of actuation and 6 rounds of punctures.231
Terryn et al. fabricated an SPA with a Diels–Alder polymer to allow the self-healing of macroscopic cuts of 8–9.5 mm under thermal stimulus of 80 °C. Although there was a decrease in modulus after each healing cycle due to the formation of irreversible bonds, this decrease was minimal, resulting in a modulus recovery efficiency of 93.4%.232 Utilizing the Diels–Alder polymer, greater interfacial strength was observed at the healing location after healing at 85 °C or higher due to the formation of covalent bonds. This resulted in a new fracture occurring at the bulk of the material rather than at the previously healed location.232 Cao et al. reported the fabrication of a hydrogel actuator that actuates with changes in relative humidity (20% to 90%), whilst having self-healing ability from its reversible hydrogen bonding crosslinking networks.233 Photothermal stimulus was utilized for both the actuation and self-healing response of a poly(ethylene-co-vinyl acetate) nanocomposite with embedded silver nanowires, which assisted in the temperature changes of the semicrystalline polymer.234 The actuator deformed to various geometries such as “I” and “U” shapes under either air or water environments when the temperature was above 78 °C. It also exhibited self-healing ability under photothermal stimulus due to the re-crosslinking of its polymer chains, healing itself after it was cut into 2 parts. Highly ordered metal nanostructures were used to fabricate anisotropic hydrogels that could undergo self-healing when exposed to an NIR laser and low pH environment due to the interactions between thiolate and silver elements. The hydrogel nanocomposite demonstrated in-plane and out-of-plane bending when exposed to specific solvents, which was dependent on the lamellae direction (perpendicular or parallel to the surface).235
Interestingly, the electrode design has also been utilized to prolong the operational life of soft actuators by either preventing or overcoming failures. Ren et al. utilized PEDOT conductive polymer as an electrode for the piezoelectric polymer P(VDF-TrFE-CFE). The self-healing ability of PEDOT isolated locations with electrical breakdowns to support continuous piezoelectric actuation. The piezoelectric composite had high strain of over 5% and electric energy density of 0.5 J cm−3.236 Michel et al. fabricated a DEA with reduced graphite in silicone as a self-healing electrode. After dielectric breakdown at 2200 V and 10 Hz for 100 cycles, the electrode could heal itself through possible silicone oxidation, creating inactive sites that were not part of the conductive electrode path. The DEA could continue to function after 14 cycles to its original lateral strain of up to 3.6%.237 This technology can be utilized to enhance the reliability of actuator/electrode systems, reducing failures due to electrodes.
3.4. Soft actuators with variable structural functions
Previous sections focused on soft actuator hybrids with non-structural functions, such as sensing and healing. Multifunctional actuators can also be utilized for improving structural functions, such as stiffness and fatigue. This enhancement in the mechanical properties of soft actuators allows their reliable operation in real-world conditions.
Altering the stiffness of a soft actuator allows a larger bending motion at a lower power input. Huang et al. embedded magnetic particles into a thermal-stimuli responsive material to control the morphology of the folding/unfolding actuation through magnetic field-induced stiffness.238 SPA grippers with the integration of an SMP allowed varied stiffness by changing its modulus around its glass transition temperature. The stiffness ratio was found to be 24.9 times from room temperature to 60 °C, allowing the SPA to easily bend when heated above the glass transition temperature.202 In a tri-layer shape memory polymer/hydrogel/elastomer composite, the SMP was utilized to stiffen the composite, withstanding a 50 g load.203 An SPA with strain-limiting layers (PDMS, paper, and Nylon) was constructed to achieve pneumatic actuation with increased resistance to various stress (tensile, compression, impact, etc.) and increased toughness. The SPA composites could withstand stress in the range of 8.25 MPa to 10.2 MPa, with no loss of function, a value that would normally render SPAs irreversibly damaged.197 Moreno-Mateos et al. utilized a combination of soft and hard magnetic particles (carbonyl iron powder/NdFeB/PDMS) to demonstrate torsional actuation and changes in stiffness. It was found that the interaction of soft and hard magnetic particles amplified the magnetization from an applied magnetic field and could achieve a 150% larger stiffening effect compared to the composite with solely hard magnetic particles.239 Alginate was used as a rheological modifier on various hydrogel materials through direct ink writing. The printed pneumatic actuators exhibited enhanced mechanical toughness with bending and rotation movements.240 Lalegani Dezaki et al. integrated strontium ferrite magnetic microparticles into SMP foam to achieve controlled gripping ability. The SMP foam allowed greater contact during gripping motion, allowing heavier objects to be lifted, as well as horizontal gripping due to the stability provided by the SMP foam.241
3.5. Electrochromic soft actuators
Electrochromism is a reversible color change or transmittance in a material due to electrically driven ion movement. These materials have been studied extensively for their use in wearables, portable electronics, smart windows to mitigate energy loss, and next-generation displays.242 An electrochromic DEA was fabricated by applying a gold coating onto a DEA, achieving a soft actuator that could transition from transparent to opaque states with an applied voltage. This change was possible because the applied voltage deformed the gold coating into wrinkles, reflecting and refracting light in such a way that the DEA appeared transparent when the gold coating was flat and translucent when the gold coating was wrinkled.243 Inspired by the stretchable skin of the octopus, which can undergo color changes for disguise, an actuator was fabricated with proprioception through illumination. The layered SPA composite was comprised of a hydrogel as its matrix with 3 chambers and an elastomer with doped ZnS phosphor for electroluminescence, emitting light under an electric field due to electron excitation. When each chamber was actuated with pneumatic pressure, the capacitance changed up to 1000% as its thickness decreased, ensuing the illumination of this chamber. This type of optical proprioception allowed users to visually identify the deformation state of the soft actuator.244 Li et al. fabricated a bilayer of cellulose nanocrystals (CNC)/silver nanoparticles (AgNPs) dispersed in polyurethane (PU) to undergo dual direction deformation, which changed color due to the Bragg scattering of light from the twisting rod morphology of CNC. The color change from brown to blue could be observed by the naked eye as the bilayer bends one direction from NIR light and another direction from an increase in moisture.198
3.6. Soft actuators with more than two functions
Given that soft actuators can be used for a diverse range of applications, their requirements and optimization parameters will also differ. In this section, we present an overview of many multifunctional soft actuators that can perform more than two functions.
A soft actuator composed of a solid-state poly(ionic liquid) filler in a DEA and PDMS/ZnS/Cu allowed fast healing properties due to the ionic interactions of the poly(ionic liquid) filler and light emission from the PDMS/ZnS/Cu material. The fabricated DEA had a healing efficiency of 65% over five cycles of self-healing, visual light emission with the application of a voltage, and a bending angle of 44.7° upon the application of 12.6 V μm−1.245
Hydraulically amplified self-healing electrostatic (HASEL) actuators are polymer shells filled with a liquid dielectric, combining DEAs and fluidic actuators.246 HASEL actuators can perform 3 different functions of actuation, sensing, and self-healing. Similar to dielectric actuators, the application of a voltage will result in electrostatic forces between the electrode locations. However, given that the DEA is in liquid form, hydraulic pressure is generated outside the electrode area, which results in force output. Additionally, with an applied electric field, the deformation can be measured by capacitance sensing from dielectric materials.247 The self-healing ability emerges from the use of a liquid dielectric, which returns to an insulating state after dielectric breakdown. An HASEL actuator could undergo 50 dielectric breakdowns without permanent damage. This self-healing ability allowed the scaling up of HASEL actuators to achieve a larger actuation magnitude of 7 mm with capacitance peaks matching deformation.199 Building on HASEL actuators already possessing self-sensing and self-healing abilities, copper-doped zinc sulfide particles were utilized for an additional electroluminescent property. As the HASEL actuator deformed and the distance between the electrode increased or decreased, the emission rate of the dopant ions differed and various luminous intensities were emitted, resulting in a visual sensing component. With a strain of 25%, an electroluminescent intensity of 23 cd m−2 and definitive light emission were achieved.248
Controlled hydrophobicity can be used for the fabrication of self-cleaning soft actuators. By changing their topology and surface area, super hydrophobicity can be triggered to remove biofouling from the surfaces of elastomers.249 The fabrication of a soft actuator with functionality in transmittance and hydrophobicity was reported using crumpled graphene and DEA. Due to the deformation caused by an applied electric field, the crumpled graphene exhibited novel properties such as transmittance of 40–60%. Crumpled graphene was also observed to have tunable wettability, exhibiting hydrophobicity with a contact angle of 152°.250
4. Applications
Multifunctional soft actuators can be used for numerous applications, which is rapidly increasing. With continuing developments, they have been demonstrated in the automotive and industrial fields as intake manifolds, MEMS, artificial muscles, actuator textiles and many more.179 Additionally, research has been focused on using these multi-functional soft actuators in the medical field as rehabilitation or robotics, haptics, and terrain exploration for rescue missions (Fig. 5).
 |
| Fig. 5 (A) Biomedical applications. (i) Two-part soft pneumatic actuator with fiber-reinforced and elastic materials to manufacture a high force soft wearable actuator. Owing to the high load this device can withstand, it can be used to assist in the bending of a large limb such as the forearm.163 Reproduced from ref. 163 with permission from Elsevier, Copyright 2025. (ii) Demonstration of ferromagnetic soft robot used for surgical application in a cerebrovascular network. The two panels show the use of a magnetic field (B) to direct the soft robot downwards in 2 seconds through the phantom vessel.76 Reproduced from ref. 76 with permission from The American Association for the Advancement of Science, Copyright 2025. (iii) Schematic of soft sleeve for assistance in human heart function. The design is inspired from horizontal and angled vertical muscle fiber orientations, resulting in a sleeve with compress/decompress (positioned horizontally) and twist/untwist (positioned angled vertically) deformation capabilities, as shown by the grey arrows.251 Reproduced and adapted from ref. 251 with permission from The American Association for the Advancement of Science, Copyright 2025. (B) Haptics applications. (i) Illustration of a 2 × 2 tactile display system for pattern recognition task. The stimulation to the fingers and palm is applied through force and temperature, enhancing the identification by the user.252 Reproduced from ref. 252 with permission from Elsevier, Copyright 2025. (ii) Wearable tactile device for fingertips with 3-axis stimulation capability. The skin stretch device (SSD) is woven into the fabric and will interact with the fingertip by stretching the skin in 3 directions using shear force.253 (C) Applications for rescue and mobility. (i) Soft starfish-like actuator demonstrating high robustness to its environment, such as a rocky terrain. The soft actuator navigates through this terrain with multiple gait patterns of various relaxed and contracting legs to safely roll down a large rock.254 Reproduced and adapted from ref. 254 with permission from Springer Nature, Copyright 2025. (ii) Design of a dielectric soft robot inspired from the characteristics of a snailfish (right). The elastic frame and film produce a flapping motion with the application of a voltage from an attached battery. The device could swim underwater in various bodies of water such as the Mariana Trench and the South China Sea.58 Reproduced from ref. 58 with permission from Springer Nature, Copyright 2025. | |
4.1. Biomedical
Soft actuators are especially useful for biomedical applications, where the soft bodied nature of animals/humans cannot be achieved by their conventional stiff mechanical counterparts. This includes human-assisted devices, artificial muscles, and in vivo medical and assistance in surgery.255
SPAs have great potential for at-home rehabilitation applications due to the high deformation and force from their pneumatic deformation combined with their proprioception and/or pressure sensing ability. The repetitive hand functions performed by soft actuator gloves will increase the strength, accuracy, and range of motion of the hands, making them ideal for people with injuries that prevent them from performing basic daily activities such as holding an object.155,256 Kim et al. went a step further and integrated soft rehabilitation gloves with a learning-based intention detection method for the program to detect the intentions of the user through visual information to grab certain objects.257 This type of development advances the at-home rehabilitation of soft actuators, allowing individuals with disabilities to achieve a level of normalcy. Rehabilitation of larger limbs, such as the forearm, can be applied using a novel embedded core casting technique to reinforce higher input air pressures to create high output force.163 At a full-bodied scale, a soft exoskeleton driven by fluidic pressure was fabricated to assist leg and back rehabilitation for walking.258
Artificial muscles are soft actuators that can mimic natural muscles through their properties and performance. In this field, soft actuators are most commonly demonstrated by grippers with bending-, twisting-, and elongation-type movements.132 As the gripper motion evolves, the types of objects it can grip also become more elaborate. For example, a simple bending motion SPA soft gripper can grab large hard objects or rectangular or circular shape.163,196,232 Alternatively, an SPA with twisting motion with multiple sections can grasp lightweight flowers, the narrow neck of a wrench, or complex shapes such as a horseshoe.259 Focusing on hand dexterity, small objects such as a pen lid can be held using the pincer grasp demonstrated with the thumb and the index finger. This can be expanded to holding a pair of scissors or chopsticks, successfully mimicking the operation of human hands.260 Mimicking the ability of human hands, light-triggered soft actuator hands demonstrate counting finger movements171 and SPA fingers can play music on a piano.261 By attaching a vacuum suction cup to the soft robotic grippers, objects could be picked up and relocated without gripping traction challenges.152 Zhu et al. coupled soft and ridged actuators in parallel, where the selective actuation of each actuator resulted in multiple actuation modes, allowing the grasping performance of unique objects such as 0.1 g potato chips or objects that offset from the center.262 To accurately mimic the motion and effectiveness of human finger joints, Yang et al. optimized the finger design with a buckling joint. By creating a V-shaped opening along the plane with a high stress concentration, the central and side membranes are separated. When the finger is deformed in a bending motion, the side membranes buckle outward, while the central membrane buckles inwards in a fast “snap-through” motion. This design demonstrated a large bending angle of 100° at 0.24 s and could hold at least 5.8 kg.263 Although many of these soft actuator grippers have the appearance of a human hand, object manipulation does not necessarily need this presentation. An electroactive hydrogel with thin beam arrays (also denoted as “hairs”) could manipulate an object between these arrays, transporting a hoop back and forth.183
In vivo medical applications, such as robotic drug delivery, body exploration, organ assistance, and smart lenses, have been designed to enhance the quality of human life. Hydrogel “bio-bots” were 3D printed with a skeletal muscle strip and electrically activated to move at 156 μm s−1, corresponding to covering a full human body length per minute. The “bio-bots” were designed to move about inside a human body for potential drug delivery, tissue engineering, and biomimetic machine design.264 Biohybrid films using engineered tissues and polymers could also be utilized for human body exploration, exhibiting the high specific force of 4 mN mm−2.265 Soft actuators have also been studied to act as artificial organs, presented as an implantable soft sleeve around the heart to assist in heart function.251 Lastly, DEAs can be utilized for optical lens applications. Upon electrical activation, the DEA would deform and alter the focal length required by optical lenses. Although this method has great potential for future optical lens applications with advantages such as small size, lightness, and silent operation, the voltage applied is still too high for use.266 Jung et al. used a soft fluidic actuator to achieve reversible deformation into a hemispherical shape, which allowed the camera lens to focus immediately with an adjustable zoom capability of 3.5 magnification.267
Soft actuators also have great potential to be utilized as surgery robots, where minimally invasive surgery requires tools to navigate between organs and tissue without harming their path.268 Using a three-chamber fluidic elastomer actuator, the mobility of the surgical tool was controlled by a single fluid supply with multiple wirelessly controlled valves.269 Lu et al. reported that an electroactive soft actuator could be turned into an active catheter with multiple degrees of freedom bending ability at a low voltage of 1 V. This soft actuator could bend at the micrometer and millimeter scales, making it an ideal surgical tool for manipulation in the human body.270
4.2. Haptics
As the world advances and evolves to bring technology into our everyday lives, the field of haptics is critical. The sense of touch that haptics brings to the user can be used in a variety of fields, such as virtual reality (VR), where the tactile feedback from multifunctional soft actuators can enhance the realism of VR.271,272 Electromagnetic–pneumatic actuation was utilized as 2 × 2 tactile cells to relay information to the fingertips of the user.252 These devices could apply both mechanical and thermal stimuli to the skin, improving the imitation and identification of everyday objects in the virtual world. Out-of-plane and in-plane mechanical stimulation on the human skin utilized the shear movement of soft actuators, where test subjects could distinguish different directional stimuli with 80% accuracy with a 5 × 5 array.273 Employing a wearable tactile glove, 3-dimensional tactile sensation was applied as a skin stretching feeling.253 By integrating an electrostatic actuator with a DEA, the haptics device could enhance its displacement and blocking force by 19% and 26%, respectively, compared to the DEA alone.274 Haptics can also be applied to assist those with disabilities, such as a refreshable braille board for people with impaired or low vision, creating varying braille patterns raised from an initially flat board.275
4.3. Rescue and mobility
Inspired by earthworms, soft actuators can also be used in applications analogous to natural disaster response and rescue efforts. Multifunctional soft actuator hybrid worms could enhance rescue efforts after earthquakes, as researched by locomotion motion.276 A starfish-shaped soft actuator with a shape memory effect was assessed on various terrains (sand, rough ground, and rocks) and its crawling motion was observed with speed ranging from 20.7 mm min−1 in rough terrain to 130 mm min−1 in dry terrain. It demonstrated the ability to climb over rocks twice its height (12.2 mm) and displayed rolling motion to clear rocky terrains.254 GoQBot is a robot design to mimic the rolling of caterpillars, exhibiting 1 G of acceleration at 200 rpm of angular velocity.277 This speed can aid in reaching victims after natural disasters for preliminary triage. Multifunctional soft actuator hybrids for underwater exploration have also been designed, where they were tested in the Mariana Trench to a depth of 10.9 km as untethered systems.58 Underwater environments were also explored. Soft robotic fish for untethered underwater motion was achieved by controlling localized buoyancy for forward ascension and descension. This was achieved through thermoelectric pneumatic actuators, where the heating and cooling induced a rapid fluid phase change to expand and collapse the pneumatic actuators.278
5. Challenges and future prospects
The field of multifunctional soft actuator hybrids and their immense potential were discussed in-depth herein. According to the considerable research in the medical field (human-assisted devices and artificial muscle), VR, and their capabilities for terrain exploration, soft actuator hybrids are proving to be attractive technology. As this field develops, many more potential applications are sure to emerge. Multifunctional soft actuator hybrids are often specifically fabricated to overcome the common disadvantages of soft actuators, such as low lifetime, long response speed, and requirement of a power source.179 However, these hybrids still have many major challenges as researchers evaluate their processing and performance before they can meet operation standards.
One major challenge associated with multifunctional soft actuator hybrids is their scalability issue. The processing of these soft polymeric materials is currently taking place on a research scale. Although some large soft actuators have been produced on the scale of meters, only one device is usually fabricated.279,280 Scalability especially becomes an issue when specialized polymers and/or nanofillers are utilized to obtain multi-faceted properties, resulting in costly scale-up ventures. Additive manufacturing, or 3D printing, of soft actuators has been utilized for ease of processing and increased reproducibility. However, custom materials are often not recommended by commercial 3D printer manufacturers and provide standard single polymeric materials. These printers are also limited by their print bed size and their slow printing speed hinders large-scale manufacturing.281,282 If this challenge can be solved, 3D printing can be utilized for the mass production of devices at a lower cost, allowing greater accessibility.
The resulting small size of soft actuators leads to another challenge, low blocking force. The combination of the small size of soft actuators and its innate soft nature leads to low force when actuated. Although this may be beneficial for some applications, such as the delicate touches of haptics, it can be detrimental to the majority of applications that involve the manipulation of heavy objects.283,284 These applications include those already employing mechanical actuators, such as automotive applications, and new potential applications such as implantable soft sleeves to apply enough force to enable heart function.251 Thus, to overcome this issue with limited blocking force, some researchers employ large supports and power supplies (i.e., pneumatic pumps), which exceedingly increase the size of the system, leading to complex application practicality.7,258
Lastly, multifunctional soft actuators have a material and system integration issue, which arises due to the novelty of this field. Numerous traditional stimuli-responsive soft actuators have been researched for decades but the combination of multiple properties and functionalities is not as simple as their straightforward addition. When various materials are combined, their unique interactions will result in new properties and may even hinder functionalities that were originally part of the individual materials. Identifying materials that are complementary and enhancing the desired functionalities without inhibiting others require fundamental knowledge into each material and system separately. By recognizing how functionalities are produced and the lone architecture of the material, new integration can begin and successfully achieved. In terms of system integration, many research works have demonstrated the performance of their multifunctional soft actuator hybrids, but in an open-loop control with no active feedback.220,253 As many systems require constant feedback during operation to correct or validate their performance, such as the field of haptics, closed-loop designs are necessary for integration.
6. Conclusion
The field of soft actuators is intriguing, which sets itself apart from other fields due to its “soft” aspect. Traditional stimuli-responsive soft actuators have been well-studied, but their bound stimulus and exclusive actuation function limits their practicality, hindering their ability to reach their full potential. Multifunctional polymeric soft actuator hybrids exhibit multi-stimuli-responsiveness with various functions, offering complex manipulation with unbounded movements and potential as stand-alone fully operational systems. This review focused on the essential and novel field of soft actuators given that its ongoing development is promising for success in real-world applications. Firstly, the development of traditional stimuli-based soft actuators was illustrated, leading to the diverse creation of multifunctional soft actuators. These include material integration design for high actuation freedom, self-sensing, self-healing, varying structural functions, and many others. Although many challenges still remain, the future of multifunctional soft actuator hybrids is full of potential, ranging from their recent application in the biomedical field and haptics to rescue devices. With tailored optimization and development considering a specific application, multifunctional soft actuator hybrids will be better equipped as solutions to issues encountered globally.
Data availability
No primary research results, software or code have been included, and no new data were generated or analyzed as part of this review.
Conflicts of interest
There are no conflicts to declare.
Acknowledgements
The authors acknowledge the funding support from different agencies for this research, including Natural Sciences and Engineering Research Council (NSERC) of Canada, and the National Research Council Canada (NRC).
References
- F. Stella and J. Hughes, The science of soft robot design: A review of motivations, methods and enabling technologies, Front. Rob. AI, 2023, 9, 1059026 CrossRef PubMed.
- G. M. Whitesides, Soft Robotics, Angew. Chem., Int. Ed., 2018, 57(16), 4258–4273 CrossRef CAS PubMed.
- C. Laschi, B. Mazzolai and M. Cianchetti, Soft robotics: Technologies and systems pushing the boundaries of robot abilities, Sci. Rob., 2016, 1(1), eaah3690 CrossRef PubMed.
- S. Kim, C. Laschi and B. Trimmer, Soft robotics: a bioinspired evolution in robotics, Trends Biotechnol., 2013, 31(5), 287–294 Search PubMed.
- D. Trivedi, C. D. Rahn, W. M. Kier and I. D. Walker, Soft robotics: Biological inspiration, state of the art, and future research, Appl. Bionics Biomech., 2008, 5(3), 99–117 Search PubMed.
- C. Gotti, A. Sensini, A. Zucchelli, R. Carloni and M. L. Focarete, Hierarchical fibrous structures for muscle–inspired soft–actuators: A review, Appl. Mater. Today, 2020, 20, 100772 Search PubMed.
- A. Miriyev, K. Stack and H. Lipson, Soft material for soft actuators, Nat. Commun., 2017, 8(1), 596 Search PubMed.
- L. Zheng, S. Handschuh-Wang, Z. Ye and B. Wang, Liquid metal droplets enabled soft robots, Appl. Mater. Today, 2022, 27, 101423 CrossRef.
- M. Bächer, E. Knoop and C. Schumacher, Design and Control of Soft Robots Using Differentiable Simulation, Curr. Rob. Rep., 2021, 2(2), 211–221 Search PubMed.
- S. Kriegman, A. M. Nasab, D. Shah, H. Steele, G. Branin and M. Levin, et al., Scalable sim-to-real transfer of soft robot designs, in 2020 3rd IEEE International Conference on Soft Robotics (RoboSoft), IEEE, 2020, pp. 359–366.
- A. Albu-Schäffer, C. Ott and G. Hirzinger, A Unified Passivity-based Control Framework for Position, Torque and Impedance Control of Flexible Joint Robots, Int. J. Rob. Res., 2007, 26(1), 23–39 CrossRef.
- G. Mengaldo, F. Renda, S. L. Brunton, M. Bächer, M. Calisti and C. Duriez, et al., A concise guide to modelling the physics of embodied intelligence in soft robotics, Nat. Rev. Phys., 2022, 4(9), 595–610 CrossRef.
- M. Sitti, Physical intelligence as a new paradigm, Extreme Mech. Lett., 2021, 46, 101340 Search PubMed.
- D. J. Preston, P. Rothemund, H. J. Jiang, M. P. Nemitz, J. Rawson and Z. Suo, et al., Digital logic for soft devices, Proc. Natl. Acad. Sci. U. S. A., 2019, 116(16), 7750–7759 Search PubMed.
- P. Rothemund, A. Ainla, L. Belding, D. J. Preston, S. Kurihara and Z. Suo, et al., A soft, bistable valve for autonomous control of soft actuators, Sci. Rob., 2018, 3(16), eaar7986 Search PubMed.
- M. Guix, R. Mestre, T. Patiño, M. De Corato, J. Fuentes and G. Zarpellon, et al., Biohybrid soft robots with self-stimulating skeletons, Sci. Rob., 2021, 6(53), eabe7577 Search PubMed.
- R. Pfeifer, M. Lungarella and F. Iida, Self-Organization, Embodiment, and Biologically Inspired Robotics, Science, 2007, 318(5853), 1088–1093 Search PubMed.
- M. Li, A. Pal, A. Aghakhani, A. Pena-Francesch and M. Sitti, Soft actuators for real-world applications, Nat. Rev. Mater., 2021, 7(3), 235–249 CrossRef PubMed.
- K. Asaka and K. Nakamura, Current Status of Applications and Markets of Soft Actuators, in Soft Actuators, Springer Singapore, Singapore, 2019, pp. 19–35 Search PubMed.
- T. Mirfakhrai, J. D. W. Madden and R. H. Baughman, Polymer artificial muscles, Mater. Today, 2007, 10(4), 30–38 CrossRef CAS.
- Y. Hao, S. Zhang, B. Fang, F. Sun, H. Liu and H. Li, A Review of Smart Materials for the Boost of Soft Actuators, Soft Sensors, and Robotics Applications, Chin. J. Mech. Eng., 2022, 35(1), 37 CrossRef.
- L. Du, Z. Y. Xu, C. L. Huang, F. Y. Zhao, C. J. Fan and J. Dai, et al., From a body temperature-triggered reversible shape-memory material to high-sensitive bionic soft actuators, Appl. Mater. Today, 2020, 18, 100463 Search PubMed.
- Z. Hu, Y. Li, T. Zhao and J. Lv, Self-winding liquid crystal elastomer fiber actuators with high degree of freedom and tunable actuation, Appl. Mater. Today, 2022, 27, 101449 CrossRef.
- H. Okuzaki, Progress and Current Status of Materials and Properties of Soft Actuators, in Soft Actuators, Springer Singapore, Singapore, 2019, pp. 3–18 Search PubMed.
- A. Bendre, M. P. Bhat, K. H. Lee, T. Altalhi, M. A. Alruqi and M. Kurkuri, Recent developments in microfluidic technology for synthesis and toxicity-efficiency studies of biomedical nanomaterials, Mater. Today Adv., 2022, 13, 100205 Search PubMed.
- S. S. Banerjee, I. Arief, R. Berthold, M. Wiese, M. Bartholdt and D. Ganguli, et al., Super-elastic ultrasoft natural rubber-based piezoresistive sensors for active sensing interface embedded on soft robotic actuator, Appl. Mater. Today, 2021, 25, 101219 Search PubMed.
- G. Alici, Softer is harder: What differentiates soft robotics from hard robotics?, in MRS Advances, Materials Research Society, 2018, pp. 1557–1568 Search PubMed.
- M. Wei, Y. Gao, X. Li and M. J. Serpe, Stimuli-responsive polymers and their applications, Polym. Chem., 2017, 8(1), 127–143 RSC.
- B. Tondu, Modelling of the McKibben artificial muscle: A review, J. Intell. Mater. Syst. Struct., 2012, 23(3), 225–253 Search PubMed.
- A. F. Davis and G. E. Nevill, Corrugated PVDF bimorphs as tactile sensors and micro-actuators – A research note, Robotica, 1983, 1(4), 239–240 CrossRef.
- Y. Osada, H. Okuzaki and H. Hori, A polymer gel with electrically driven motility, Nature, 1992, 355(6357), 242–244 CrossRef CAS.
- A. Abo-Ismail, On the development of a new pneumatic versatile gripper, Proc. JFPS Int Symp. Fluid Power, 1993, 1993(2), 701–706 Search PubMed.
- J. Paek, I. Cho and J. Kim, Microrobotic tentacles with spiral bending capability based on shape-engineered elastomeric microtubes, Sci. Rep., 2015, 5(1), 10768 Search PubMed.
- Y. Jung, K. Kwon, J. Lee and S. H. Ko, Untethered soft actuators for soft standalone robotics, Nat. Commun., 2024, 15(1), 3510 Search PubMed.
- T. Dayyoub, A. V. Maksimkin, O. V. Filippova, V. V. Tcherdyntsev and D. V. Telyshev, Shape Memory Polymers as Smart Materials: A Review, Polymers, 2022, 14(17), 3511 Search PubMed.
- H. Li, G. Go, S. Y. Ko, J. O. Park and S. Park, Magnetic actuated pH-responsive hydrogel-based soft micro-robot for targeted drug delivery, Smart Mater. Struct., 2016, 25(2), 027001 CrossRef.
- A. Sydney Gladman, E. A. Matsumoto, R. G. Nuzzo, L. Mahadevan and J. A. Lewis, Biomimetic 4D printing, Nat. Mater., 2016, 15(4), 413–418 CrossRef CAS PubMed.
- B. Shin, J. Ha, M. Lee, K. Park, G. H. Park and T. H. Choi, et al., Hygrobot: A self-locomotive ratcheted actuator powered by environmental humidity, Sci. Rob., 2018, 3(14), eaar2629 CrossRef PubMed.
- J. G. Kim, J. E. Park, S. Won, J. Jeon and J. J. Wie, Contactless Manipulation of Soft Robots, Materials, 2019, 12(19), 3065 CrossRef CAS PubMed.
- J. Simińska-Stanny, M. Nizioł, P. Szymczyk-Ziółkowska, M. Brożyna, A. Junka and A. Shavandi, et al., 4D printing of patterned multimaterial magnetic hydrogel actuators, Addit. Manuf., 2022, 49, 102506 Search PubMed.
- A. A. Paknahad and M. Tahmasebipour, An electromagnetic micro-actuator with PDMS-Fe3O4 nanocomposite magnetic membrane, Microelectron. Eng., 2019, 216, 111031 Search PubMed.
- L. N. Awad, J. Bae, K. O'Donnell, S. M. M. De Rossi, K. Hendron and L. H. Sloot, et al., A soft robotic exosuit improves walking in patients after stroke, Sci. Transl. Med., 2017, 9(400), eaai9084 CrossRef PubMed.
- M. Wehner, R. L. Truby, D. J. Fitzgerald, B. Mosadegh, G. M. Whitesides and J. A. Lewis, et al., An integrated design and fabrication strategy for entirely soft, autonomous robots, Nature, 2016, 536(7617), 451–455 CrossRef CAS PubMed.
- K. Junge, C. Pires and J. Hughes, Lab2Field transfer of a robotic raspberry harvester enabled by a soft sensorized physical twin, Commun. Eng., 2023, 2(1), 40 CrossRef.
- Y. Cao, B. Xu, B. Li and H. Fu, Advanced Design of Soft Robots with Artificial Intelligence, Nano-Micro Lett., 2024, 16(1), 214 CrossRef PubMed.
- F. Liu and M. W. Urban, Recent advances and challenges in designing stimuli-responsive polymers, Prog. Polym. Sci., 2010, 35(1–2), 3–23 CrossRef CAS.
- N. Lu and D. H. Kim, Flexible and Stretchable Electronics Paving the Way for Soft Robotics, Soft Rob., 2014, 1(1), 53–62 Search PubMed.
- Y. Chandorkar, C. Bastard, J. Di Russo, T. Haraszti and L. De Laporte, Cells feel the beat – temporal effect of cyclic mechanical actuation on muscle cells, Appl. Mater. Today, 2022, 27, 101492 CrossRef.
- N. Bira, P. Dhagat and J. R. Davidson, A Review of Magnetic Elastomers and Their Role in Soft Robotics, Front. Rob. AI, 2020, 7, 588391 CrossRef PubMed.
- D. D. L. Chung, A review of multifunctional polymer-matrix structural composites, Composites, Part B, 2019, 160, 644–660 CrossRef CAS.
- Y. Liu, K. He, G. Chen, W. R. Leow and X. Chen, Nature-Inspired Structural Materials for Flexible Electronic Devices, Chem. Rev., 2017, 117(20), 12893–12941 Search PubMed.
- S. Mura, J. Nicolas and P. Couvreur, Stimuli-responsive nanocarriers for drug delivery, Nat. Mater., 2013, 12(11), 991–1003 Search PubMed.
- H. Yu and T. Ikeda, Photocontrollable Liquid–Crystalline Actuators, Adv. Mater., 2011, 23(19), 2149–2180 CrossRef CAS PubMed.
- Y. Ma, L. Shen, P. She, Y. Hou, Y. Yu and J. Zhao, et al., Constructing Multi–Stimuli–Responsive Luminescent Materials through Outer Sphere Electron Transfer in Ion Pairs, Adv. Opt. Mater., 2019, 7(8), 1801657 CrossRef.
- X. Bi, Y. Shi, T. Peng, S. Yue, F. Wang and L. Zheng, et al., Multi–Stimuli Responsive and Multicolor Adjustable Pure Organic Room Temperature Fluorescence–Phosphorescent Dual–Emission Materials, Adv. Funct. Mater., 2021, 31(24), 2101312 CrossRef CAS.
- Z. Q. Cao and G. J. Wang, Multi-Stimuli-Responsive Polymer Materials: Particles, Films, and Bulk Gels, Chem. Rec., 2016, 16(3), 1398–1435 CrossRef CAS PubMed.
- F. Tauber, M. Desmulliez, O. Piccin and A. A. Stokes, Perspective for soft robotics: the field's past and future, Bioinspiration Biomimetics, 2023, 18(3), 035001 Search PubMed.
- G. Li, X. Chen, F. Zhou, Y. Liang, Y. Xiao and X. Cao, et al., Self-powered soft robot in the Mariana Trench, Nature, 2021, 591(7848), 66–71 CrossRef CAS PubMed.
- K. Takashima, J. Rossiter and T. Mukai, McKibben artificial muscle using shape-memory polymer, Sens. Actuators, A, 2010, 164(1–2), 116–124 Search PubMed.
- R. H. Baughman, C. Cui, A. A. Zakhidov, Z. Iqbal, J. N. Barisci and G. M. Spinks, et al., Carbon Nanotube Actuators, Science, 1999, 284(5418), 1340–1344 Search PubMed.
- Y. C. Sun, B. D. Leaker, J. E. Lee, R. Nam and H. E. Naguib, Shape programming of polymeric based electrothermal actuator (ETA) via artificially induced stress relaxation, Sci. Rep., 2019, 9(1), 11445 Search PubMed.
- K. Junge, C. Pires and J. Hughes, Lab2Field transfer of a robotic raspberry harvester enabled by a soft sensorized physical twin, Commun. Eng., 2023, 2(1), 40 Search PubMed.
- D. M. Correia, L. C. Fernandes, N. Pereira, J. C. Barbosa, J. P. Serra and R. S. Pinto, et al., All printed soft actuators based on ionic liquid/polymer hybrid materials, Appl. Mater. Today, 2021, 22, 100928 Search PubMed.
- A. D. B. L. Ferreira, P. R. O. Nóvoa and A. T. Marques, Multifunctional Material Systems: A state-of-the-art review, Compos. Struct., 2016, 151, 3–35 Search PubMed.
- A. Pena-Francesch, H. Jung, M. C. Demirel and M. Sitti, Biosynthetic self-healing materials for soft machines, Nat. Mater., 2020, 19(11), 1230–1235 Search PubMed.
- M. Sun, P. Wang, G. Zheng, K. Dai, C. Liu and C. Shen, Multi-stimuli-responsive actuator based on bilayered thermoplastic film, Soft Matter, 2022, 18(27), 5052–5059 Search PubMed.
- Y. Chen, P. Xu, Z. Shu, M. Wu, L. Wang and S. Zhang, et al., Multifunctional Graphene Oxide–based Triple Stimuli–Responsive Nanotheranostics, Adv. Funct. Mater., 2014, 24(28), 4386–4396 CrossRef CAS.
- Y. Dong, J. Wang, X. Guo, S. Yang, M. O. Ozen and P. Chen, et al., Multi-stimuli-responsive programmable biomimetic actuator, Nat. Commun., 2019, 10(1), 4087 Search PubMed.
- Y. J. Hwang, S. B. Pyun, M. J. Choi, J. H. Kim and E. C. Cho, Multi–stimuli–responsive and Multi–functional Smart Windows, ChemNanoMat, 2022, 8(5), e202200005 Search PubMed.
- Z. Z. Nie, M. Wang and H. Yang, Self-sustainable autonomous soft actuators, Commun. Chem., 2024, 7(1), 58 Search PubMed.
- J. Ryu, W. Song, S. Lee, S. Choi and S. Park, A Game Changer: Functional Nano/Micromaterials for Smart Rechargeable Batteries, Adv. Funct. Mater., 2020, 30(2), 1902499 CrossRef CAS.
- X. Yan, F. Wang, B. Zheng and F. Huang, Stimuli-responsive supramolecular polymeric materials, Chem. Soc. Rev., 2012, 41(18), 6042 Search PubMed.
- Y. Wu, J. K. Yim, J. Liang, Z. Shao, M. Qi and J. Zhong, et al., Insect-scale fast moving and ultrarobust soft robot, Sci. Rob., 2019, 4(32), eaax1594 Search PubMed.
- C. Keplinger, T. Li, R. Baumgartner, Z. Suo and S. Bauer, Harnessing snap-through instability in soft dielectrics to achieve giant voltage-triggered deformation, Soft Matter, 2012, 8(2), 285–288 Search PubMed.
- J. E. Lee, Y. Sun, Y. C. Sun, I. R. Manchester and H. E. Naguib, Design of multi-stimuli responsive hybrid pneumatic – magnetic soft actuator with novel channel integration, Appl. Mater. Today, 2022, 29, 101681 Search PubMed.
- Y. Kim, G. A. Parada, S. Liu and X. Zhao, Ferromagnetic soft continuum robots, Sci. Rob., 2019, 4(33), eaax7329 Search PubMed.
- Q. Li, C. Liu and S. Fan, Programmable and functional electrothermal bimorph actuators based on large-area anisotropic carbon nanotube paper, Nanotechnology, 2018, 29(17), 175503 Search PubMed.
- C. Zhang, Y. Qi and Z. Zhang, Swelling Behaviour of Polystyrene Microsphere Enhanced PEG-Based Hydrogels in Seawater and Evolution Mechanism of Their Three-Dimensional Network Microstructure, Materials, 2022, 15(14), 4959 Search PubMed.
- S. Park, S. Kim, S. Park, J. Lee, H. Kim and M. Kim, Recent Progress in Development and Applications of Ionic Polymer–Metal Composite, Micromachines, 2022, 13(8), 1290 Search PubMed.
- P. Ueberschlag, PVDF piezoelectric polymer, Sens. Rev., 2001, 21(2), 118–126 Search PubMed.
- P. Martins, A. C. Lopes and S. Lanceros-Mendez, Electroactive phases of poly(vinylidene fluoride): Determination, processing and applications, Prog. Polym. Sci., 2014, 39(4), 683–706 CrossRef CAS.
- H. M. G. Correia and M. M. D. Ramos, Quantum modelling of poly(vinylidene fluoride), Comput. Mater. Sci., 2005, 33(1–3), 224–229 CrossRef CAS.
- H. Kawai, The Piezoelectricity of Poly (vinylidene Fluoride), Jpn. J. Appl. Phys., 1969, 8(7), 975 Search PubMed.
- C. Park, J. H. Kang, J. S. Harrison, R. C. Costen and S. E. Lowther, Actuating Single Wall Carbon Nanotube–Polymer Composites: Intrinsic Unimorphs, Adv. Mater., 2008, 20(11), 2074–2079 Search PubMed.
- E. D. Burnham-Fay, T. Le, J. A. Tarbutton and J. D. Ellis, Strain characteristics of additive manufactured polyvinylidene fluoride (PVDF) actuators, Sens. Actuators, A, 2017, 266, 85–92 CrossRef CAS.
- S. Kim, Y. Song and M. J. Heller, Influence of MWCNTs on β-Phase PVDF and Triboelectric Properties, J. Nanomater., 2017, 2017, 1–7 Search PubMed.
- M. S. Sebastian, A. Larrea, R. Gonçalves, T. Alejo, J. L. Vilas and V. Sebastian, et al., Understanding nucleation of the electroactive β-phase of poly(vinylidene fluoride) by nanostructures, RSC Adv., 2016, 6(114), 113007–113015 RSC.
- P. Thakur, A. Kool, B. Bagchi, N. A. Hoque, S. Das and P. Nandy, In situ synthesis of Ni(OH)2 nanobelt modified electroactive poly(vinylidene fluoride) thin films: remarkable improvement in dielectric properties, Phys. Chem. Chem. Phys., 2015, 17(19), 13082–13091 Search PubMed.
- G. Zhong, L. Zhang, R. Su, K. Wang, H. Fong and L. Zhu, Understanding polymorphism formation in electrospun fibers of immiscible Poly(vinylidene fluoride) blends, Polymer, 2011, 52(10), 2228–2237 CrossRef CAS.
- R. D'Anniballe, A. Zucchelli and R. Carloni, Towards Poly(vinylidene fluoride-trifluoroethylene-chlorotrifluoroethylene)-Based Soft Actuators: Films and Electrospun Aligned Nanofiber Mats, Nanomaterials, 2021, 11(1), 172 Search PubMed.
- S. Zhang, N. Zhang, C. Huang, K. Ren and Q. M. Zhang, Microstructure and Electromechanical Properties of Carbon Nanotube/Poly(vinylidene fluoride—trifluoroethylene—chlorofluoroethylene) Composites, Adv. Mater., 2005, 17(15), 1897–1901 Search PubMed.
- J. E. Lee, R. Nam, M. B. Jakubinek, B. Ashrafi and H. E. Naguib, Development of PVDF nanocomposite with single-walled carbon nanotubes (SWCNT) and boron nitride nanotubes (BNNT) for soft morphing actuator, Smart Mater. Struct., 2021, 30(5), 055014 Search PubMed.
- Y. Ahn, J. Y. Lim, S. M. Hong, J. Lee, J. Ha and H. J. Choi, et al., Enhanced Piezoelectric Properties of Electrospun Poly(vinylidene fluoride)/Multiwalled Carbon Nanotube Composites Due to High β-Phase Formation in Poly(vinylidene fluoride), J. Phys. Chem. C, 2013, 117(22), 11791–11799 Search PubMed.
- S. Sharafkhani and M. Kokabi, Coaxially oriented PVDF/MWCNT nanofibers as a high–performance piezoelectric actuator, Polym. Compos., 2023, 44(12), 8780–8791 Search PubMed.
- Y. Lee, V. K. Bandari, V. P. Paliakkara, S. Monteiro Augusto, R. Ehrler and O. Hellwig, et al., Monolithic Integration of Printable PVDF–TrFE Piezoelectric Multifunctional Devices: From Sensing to Actuation, Adv. Funct. Mater., 2025, 35(3), 2413500 Search PubMed.
- E. Chen, Y. Yang, M. Li, B. Li, G. Liu and W. Mu, et al., Bio–Mimic, Fast–Moving, and Flippable Soft Piezoelectric Robots, Adv. Sci., 2023, 10(20), 2300673 Search PubMed.
- F. Carpi, S. Bauer and D. de Rossi, Stretching dielectric elastomer performance, Science, 2010, 330(6012), 1759–1761 CrossRef CAS PubMed.
- Z. Suo, Theory of dielectric elastomers, Acta Mech. Solida Sin., 2010, 23(6), 549–578 Search PubMed.
- A. Chortos, E. Hajiesmaili, J. Morales, D. R. Clarke and J. A. Lewis, 3D Printing of Interdigitated Dielectric Elastomer Actuators, Adv. Funct. Mater., 2020, 30(1), 1907375 CrossRef CAS.
- Y. Guo, Q. Qin, Z. Han, R. Plamthottam, M. Possinger and Q. Pei, Dielectric elastomer artificial muscle materials advancement and soft robotic applications, SmartMat, 2023, 4(4), e1203 CrossRef CAS.
- D. Li, J. Li, P. Wu, G. Zhao, Q. Qu and X. Yu, Recent Advances in Electrically Driven Soft Actuators across Dimensional Scales from 2D to 3D, Adv. Intell. Syst., 2024, 6(2), 2300070 CrossRef.
- Y. Guo, L. Liu, Y. Liu and J. Leng, Review of Dielectric Elastomer Actuators and Their Applications in Soft Robots, Adv. Intell. Syst., 2021, 3(10), 2000282 CrossRef.
- Q. Zhang, W. Yu, J. Zhao, C. Meng and S. Guo, A Review of the Applications and Challenges of Dielectric Elastomer Actuators in Soft Robotics, Machines, 2025, 13(2), 101 CrossRef CAS.
- U. Kim, J. Kang, C. Lee, H. Y. Kwon, S. Hwang and H. Moon, et al., A transparent and stretchable graphene-based actuator for tactile display, Nanotechnology, 2013, 24(14), 145501 CrossRef PubMed.
- E. Hajiesmaili and D. R. Clarke, Reconfigurable shape-morphing dielectric elastomers using spatially varying electric fields, Nat. Commun., 2019, 10(1), 183 Search PubMed.
- S. Holzer, S. Konstantinidi, M. Koenigsdorff, T. Martinez, Y. Civet and G. Gerlach, et al., Fiber-Reinforced Equibiaxial Dielectric Elastomer Actuator for Out-of-Plane Displacement, Materials, 2024, 17(15), 3672 Search PubMed.
- Y. Wang, U. Gupta, N. Parulekar and J. Zhu, A soft gripper of fast speed and low energy consumption, Sci. China: Technol. Sci., 2019, 62(1), 31–38 Search PubMed.
- M. Duduta, E. Hajiesmaili, H. Zhao, R. J. Wood and D. R. Clarke, Realizing the potential of dielectric elastomer artificial muscles, Proc. Natl. Acad. Sci. U. S. A., 2019, 116(7), 2476–2481 CrossRef CAS PubMed.
- G. Gallucci, Y. Wu, M. Tichem and A. Hunt, Fully inkjet-printed dielectric elastomer actuators, in Electroactive Polymer Actuators and Devices (EAPAD) XXVI, ed. J. D. Madden, A. L. Skov and S. S. Seelecke, SPIE, 2024, p. 27 Search PubMed.
- B. Chen, W. Sun, J. Lu, J. Yang, Y. Chen and J. Zhou, et al., All-Solid Ionic Eye, J. Appl. Mech., 2021, 88(3), 031016 Search PubMed.
- D. Chen and Q. Pei, Electronic Muscles and Skins: A Review of Soft Sensors and Actuators, Chem. Rev., 2017, 117(17), 11239–11268 Search PubMed.
- Q. A. Huang and N. K. S. Lee, Analysis and design of polysilicon thermal flexure actuator, J. Micromech. Microeng., 1999, 9(1), 64–70 Search PubMed.
- E. Sachyani Keneth, G. Scalet, M. Layani, G. Tibi, A. Degani and F. Auricchio, et al., Pre-Programmed Tri-Layer Electro-Thermal Actuators Composed of Shape Memory Polymer and Carbon Nanotubes, Soft Rob., 2020, 7(2), 123–129 Search PubMed.
- R. Nam, J. E. Lee, M. Jakubinek, B. Ashrafi and H. E. Naguib, Soft electrothermal actuator array for surface morphing application, MRS Bull., 2023, 48(8), 819–827 Search PubMed.
- L. Z. Chen, C. H. Liu, C. H. Hu and S. S. Fan, Electrothermal actuation based on carbon nanotube network in silicone elastomer, Appl. Phys. Lett., 2008, 92(26), 263104 Search PubMed.
- L. Chen, C. Liu, K. Liu, C. Meng, C. Hu and J. Wang, et al., High-Performance, Low-Voltage, and Easy-Operable Bending Actuator Based on Aligned Carbon Nanotube/Polymer Composites, ACS Nano, 2011, 5(3), 1588–1593 Search PubMed.
- S. Yao, J. Cui, Z. Cui and Y. Zhu, Soft electrothermal actuators using silver nanowire heaters, Nanoscale, 2017, 9(11), 3797–3805 Search PubMed.
- Y. Tian, Y. Li, Q. Wang, H. Tian, X. Geng and Y. Zhi, et al., A Soft Electrothermal Actuator with Large Deformation and High Periodic Deformation Speed, in 2020 21st International Conference on Electronic Packaging Technology (ICEPT), IEEE, 2020, pp. 1–4.
- B. Zhou, M. A. Aouraghe, W. Chen, Q. Jiang and F. Xu, Highly Responsive Soft Electrothermal Actuator with High-Output Force Based on Polydimethylsiloxane (PDMS)-Coated Carbon Nanotube (CNT) Sponge, Nano Lett., 2023, 23(14), 6504–6511 Search PubMed.
- Z. Zeng, H. Jin, L. Zhang, H. Zhang, Z. Chen and F. Gao, et al., Low-voltage and high-performance electrothermal actuator based on multi-walled carbon nanotube/polymer composites, Carbon, 2015, 84, 327–334 CrossRef CAS.
- Y. Ye, Y. Bai, P. Zhou, Q. Guo and M. Weng, All polymer–based transparent composites for electrothermal actuator and supercapacitor, J. Appl. Polym. Sci., 2023, 140(5), e53392 CrossRef CAS.
- Y. C. Sun, B. D. Leaker, J. E. Lee, R. Nam and H. E. Naguib, Shape programming of polymeric based electrothermal actuator (ETA) via artificially induced stress relaxation, Sci. Rep., 2019, 9(1), 11445 Search PubMed.
- S. Wu, Y. Hong, Y. Zhao, J. Yin and Y. Zhu, Caterpillar-inspired soft crawling robot with distributed programmable thermal actuation, Sci. Adv., 2023, 9(12), eadf8014 CrossRef CAS PubMed.
- Y. C. Sun, Y. Wan, R. Nam, M. Chu and H. E. Naguib, 4D-printed hybrids with localized shape memory behaviour: Implementation in a functionally graded structure, Sci. Rep., 2019, 9(1), 18754 CrossRef CAS PubMed.
- L. Hines, K. Petersen, G. Z. Lum and M. Sitti, Soft Actuators for Small–Scale Robotics, Adv. Mater., 2017, 29(13), 1603483 CrossRef PubMed.
- K. M. Krishnan, Hard and Soft Magnets, in Fundamentals and Applications of Magnetic Materials, Oxford University Press, 2016, pp. 476–518 Search PubMed.
- R. Kuchi, V. Galkin, S. Kim, J. R. Jeong, S. J. Hong and D. Kim, Synthesis of NdFeB Magnetic Particles With High (BH) max From Their Optimized Oxide Powders Through Reduction–Diffusion Method, IEEE Magn. Lett., 2022, 13, 1–4 Search PubMed.
- H. Shokrollahi, A review of the magnetic properties, synthesis methods and applications of maghemite, J. Magn. Magn. Mater., 2017, 426, 74–81 CrossRef CAS.
- I. K. Han, T. Chung, J. Han and Y. S. Kim, Nanocomposite hydrogel actuators hybridized with various dimensional nanomaterials for stimuli responsiveness enhancement, Nano Convergence, 2019, 6(1), 18 Search PubMed.
- A. A. Paknahad and M. Tahmasebipour, An electromagnetic micro-actuator with PDMS-Fe3O4 nanocomposite magnetic membrane, Microelectron. Eng., 2019, 216, 111031 Search PubMed.
- L. Wang, M. Y. Razzaq, T. Rudolph, M. Heuchel, U. Nöchel and U. Mansfeld, et al., Reprogrammable, magnetically controlled polymeric nanocomposite actuators, Mater. Horiz., 2018, 5(5), 861–867 RSC.
- Y. Alapan, A. C. Karacakol, S. N. Guzelhan, I. Isik and M. Sitti, Reprogrammable shape morphing of magnetic soft machines, Sci. Adv., 2020, 6(38), eabc6414 CrossRef CAS PubMed.
- H. Lu, M. Zhang, Y. Yang, Q. Huang, T. Fukuda and Z. Wang, et al., A bioinspired multilegged soft millirobot that functions in both dry and wet conditions, Nat. Commun., 2018, 9(1), 3944 Search PubMed.
- M. Lalegani Dezaki and M. Bodaghi, Magnetically controlled bio-inspired elastomeric actuators with high mechanical energy storage, Soft Matter, 2023, 19(16), 3015–3032 Search PubMed.
- P. Zhao, L. Yan and X. Gao, Magnetic Liquid Metal Droplet Robot with Multifunction and High Output Force in Milli-Newton, Soft Rob., 2023, 10(6), 1146–1158 CrossRef PubMed.
- H. Gu, Q. Boehler, H. Cui, E. Secchi, G. Savorana and C. De Marco, et al., Magnetic cilia carpets with programmable metachronal waves, Nat. Commun., 2020, 11(1), 2637 CrossRef CAS PubMed.
- H. Niu, R. Feng, Y. Xie, B. Jiang, Y. Sheng and Y. Yu, et al., MagWorm: A Biomimetic Magnet Embedded Worm-Like Soft Robot, Soft Rob., 2021, 8(5), 507–518 CrossRef PubMed.
- J. Zhang and E. Diller, Untethered Miniature Soft Robots: Modeling and Design of a Millimeter-Scale Swimming Magnetic Sheet, Soft Rob., 2018, 5(6), 761–776 Search PubMed.
- E. B. Joyee and Y. Pan, A Fully Three-Dimensional Printed Inchworm-Inspired Soft Robot with Magnetic Actuation, Soft Rob., 2019, 6(3), 333–345 CrossRef PubMed.
- S. Jeon, A. K. Hoshiar, K. Kim, S. Lee, E. Kim and S. Lee, et al., A Magnetically Controlled Soft Microrobot Steering a Guidewire in a Three-Dimensional Phantom Vascular Network, Soft Rob., 2019, 6(1), 54–68 Search PubMed.
- W. Hu, G. Z. Lum, M. Mastrangeli and M. Sitti, Small-scale soft-bodied robot with multimodal locomotion, Nature, 2018, 554(7690), 81–85 Search PubMed.
- Z. Ren, W. Hu, X. Dong and M. Sitti, Multi-functional soft-bodied jellyfish-like swimming, Nat. Commun., 2019, 10(1), 2703 Search PubMed.
- J. Cui, T. Y. Huang, Z. Luo, P. Testa, H. Gu and X. Z. Chen, et al., Nanomagnetic encoding of shape-morphing micromachines, Nature, 2019, 575(7781), 164–168 CrossRef CAS PubMed.
- J. Simińska-Stanny, M. Nizioł, P. Szymczyk-Ziółkowska, M. Brożyna, A. Junka and A. Shavandi, et al., 4D printing of patterned multimaterial magnetic hydrogel actuators, Addit. Manuf., 2022, 49, 102506 Search PubMed.
- Y. Kim, H. Yuk, R. Zhao, S. A. Chester and X. Zhao, Printing ferromagnetic domains for untethered fast-transforming soft materials, Nature, 2018, 558(7709), 274–279 CrossRef CAS PubMed.
- H. Deng, K. Sattari, Y. Xie, P. Liao, Z. Yan and J. Lin, Laser reprogramming magnetic anisotropy in soft composites for reconfigurable 3D shaping, Nat. Commun., 2020, 11(1), 6325 CrossRef CAS PubMed.
- M. Raeisinezhad, N. Pagliocca, B. Koohbor and M. Trkov, Design Optimization of a Pneumatic Soft Robotic Actuator Using Model-Based Optimization and Deep Reinforcement Learning, Front. Rob. AI, 2021, 8, 639102 CrossRef PubMed.
- Y. Sun, M. Li, H. Feng, J. Guo, P. Qi and M. H. Ang, et al., Soft Robotic Pad Maturing for Practical Applications, Soft Rob., 2020, 7(1), 30–43 CrossRef PubMed.
- A. Washington, J. Neubauer and K. J. Kim, Soft actuators and their potential applications in rehabilitative devices, in Soft Robotics in Rehabilitation, Elsevier, 2021, pp. 89–110 Search PubMed.
- F. Ilievski, A. D. Mazzeo, R. F. Shepherd, X. Chen and G. M. Whitesides, Soft Robotics for Chemists, Angew. Chem., Int. Ed., 2011, 50(8), 1890–1895 CrossRef CAS PubMed.
- C. Tawk and G. Alici, A Review of 3D–Printable Soft Pneumatic Actuators and Sensors: Research Challenges and Opportunities, Adv. Intell. Syst., 2021, 3(6), 2000223 CrossRef.
- C. Tawk, G. M. Spinks, M. in het Panhuis and G. Alici, 3D Printable Linear Soft Vacuum Actuators: Their Modeling, Performance Quantification and Application in Soft Robotic Systems, IEEE/ASME Trans. Mechatron., 2019, 24(5), 2118–2129 Search PubMed.
- D. R. Darby, Z. Cai, C. R. Mason and J. T. Pham, Modulus and adhesion of Sylgard 184, Solaris, and Ecoflex 00–30 silicone elastomers with varied mixing ratios, J. Appl. Polym. Sci., 2022, 139(25), e52412 Search PubMed.
- H. Feng, Y. Sun, P. A. Todd and H. P. Lee, Body Wave Generation for Anguilliform Locomotion Using a Fiber-Reinforced Soft Fluidic Elastomer Actuator Array Toward the Development of the Eel-Inspired Underwater Soft Robot, Soft Rob., 2020, 7(2), 233–250 CrossRef PubMed.
- Z. Zhang, X. Wang, D. Meng and B. Liang, Bioinspired Spiral Soft Pneumatic Actuator and Its Characterization, J. Bionic Eng., 2021, 18(5), 1101–1116 CrossRef.
- A. D. Marchese, R. K. Katzschmann and D. Rus, A Recipe for Soft Fluidic Elastomer Robots, Soft Rob., 2015, 2(1), 7–25 CrossRef PubMed.
- E. Siéfert, E. Reyssat, J. Bico and B. Roman, Bio-inspired pneumatic shape-morphing elastomers, Nat. Mater., 2019, 18(1), 24–28 CrossRef PubMed.
- Y. Sun, H. K. Yap, X. Liang, J. Guo, P. Qi and M. H. Ang, et al., Stiffness Customization and Patterning for Property Modulation of Silicone-Based Soft Pneumatic Actuators, Soft Rob., 2017, 4(3), 251–260 Search PubMed.
- P. D. S. H. Gunawardane, P. Cheung, H. Zhou, G. Alici, C. W. de Silva and M. Chiao, A Versatile 3D-Printable Soft Pneumatic Actuator Design for Multi-Functional Applications in Soft Robotics, Soft Rob., 2024, 11(4), 709–723 CrossRef CAS PubMed.
- M. T. Tolley, R. F. Shepherd, B. Mosadegh, K. C. Galloway, M. Wehner and M. Karpelson, et al., A Resilient, Untethered Soft Robot, Soft Rob., 2014, 1(3), 213–223 CrossRef.
- R. Balak and Y. C. Mazumdar, Multi-Modal Pneumatic Actuator for Twisting, Extension, and Bending, in 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), IEEE, 2020, pp. 8673–8679.
- D. Y. Zhao, Z. P. Huang, M. J. Wang, T. Wang and Y. Jin, Vacuum casting replication of micro-riblets on shark skin for drag-reducing applications, J. Mater. Process. Technol., 2012, 212(1), 198–202 Search PubMed.
- H. Li, J. Yao, P. Zhou, X. Chen, Y. Xu and Y. Zhao, High-force soft pneumatic actuators based on novel casting method for robotic applications, Sens. Actuators, A, 2020, 306, 111957 Search PubMed.
- A. D. Marchese and D. Rus, Design, kinematics, and control of a soft spatial fluidic elastomer manipulator, Int. J. Rob. Res., 2016, 35(7), 840–869 Search PubMed.
- F. Lancia, A. Ryabchun and N. Katsonis, Life-like motion driven by artificial molecular machines, Nat. Rev. Chem., 2019, 3(9), 536–551 Search PubMed.
- R. S. Sutar, S. S. Latthe, X. Wu, K. Nakata, R. Xing and S. Liu, et al., Design and mechanism of photothermal soft actuators and their applications, J. Mater. Chem. A, 2024, 12(29), 17896–17922 RSC.
- X. Lu, H. Zhang, G. Fei, B. Yu, X. Tong and H. Xia, et al., Liquid–Crystalline Dynamic Networks Doped with Gold Nanorods Showing Enhanced Photocontrol of Actuation, Adv. Mater., 2018, 30(14), 1706597 Search PubMed.
- Q. Shi, H. Xia, P. Li, Y. Wang, L. Wang and S. Li, et al., Photothermal Surface Plasmon Resonance and Interband Transition–Enhanced Nanocomposite Hydrogel Actuators with Hand–Like Dynamic Manipulation, Adv. Opt. Mater., 2017, 5(22), 1700442 Search PubMed.
- Z. Zhu, E. Senses, P. Akcora and S. A. Sukhishvili, Programmable Light-Controlled Shape Changes in Layered Polymer Nanocomposites, ACS Nano, 2012, 6(4), 3152–3162 CrossRef CAS PubMed.
- L. Zhang, J. Liu, P. Shang, X. F. Jiang, X. Hu and G. Zhou, Polydopamine-Coated Gold Nanorods for Liquid Crystal Actuators Driven by Near-Infrared Light, ACS Appl. Nano Mater., 2024, 7(23), 26414–26422 CrossRef CAS.
- E. Wang, M. S. Desai and S. W. Lee, Light-Controlled Graphene-Elastin Composite Hydrogel Actuators, Nano Lett., 2013, 13(6), 2826–2830 CrossRef CAS PubMed.
- L. Zhang, J. Pan, Y. Liu, Y. Xu and A. Zhang, NIR–UV Responsive Actuator with Graphene Oxide/Microchannel-Induced Liquid Crystal Bilayer Structure for Biomimetic Devices, ACS Appl. Mater. Interfaces, 2020, 12(5), 6727–6735 Search PubMed.
- Y. Hu, L. Yang, Q. Yan, Q. Ji, L. Chang and C. Zhang, et al., Self-Locomotive Soft Actuator Based on Asymmetric Microstructural Ti3C2Tx MXene Film Driven by Natural Sunlight Fluctuation, ACS Nano, 2021, 15(3), 5294–5306 Search PubMed.
- L. Xu, F. Xue, H. Zheng, Q. Ji, C. Qiu and Z. Chen, et al., An insect larvae inspired MXene-based jumping actuator with controllable motion powered by light, Nano Energy, 2022, 103, 107848 CrossRef CAS.
- H. Yang, W. R. Leow, T. Wang, J. Wang, J. Yu and K. He, et al., 3D Printed Photoresponsive Devices Based on Shape Memory Composites, Adv. Mater., 2017, 29(33), 1701627 CrossRef PubMed.
- L. Liu, M. H. Liu, L. L. Deng, B. P. Lin and H. Yang, Near-Infrared Chromophore Functionalized Soft Actuator with Ultrafast Photoresponsive Speed and Superior Mechanical Property, J. Am. Chem. Soc., 2017, 139(33), 11333–11336 Search PubMed.
- N. W. Bartlett, M. T. Tolley, J. T. B. Overvelde, J. C. Weaver, B. Mosadegh and K. Bertoldi, et al., A 3D-printed, functionally graded soft robot powered by combustion, Science, 2015, 349(6244), 161–165 Search PubMed.
- J. Kim, J. W. Kim, H. C. Kim, L. Zhai, H. U. Ko and R. M. Muthoka, Review of Soft Actuator Materials, Int. J. Precis. Eng. Manuf., 2019, 20(12), 2221–2241 CrossRef.
- X. Tang, H. Li, T. Ma, Y. Yang, J. Luo and H. Wang, et al., A Review of Soft Actuator Motion: Actuation, Design, Manufacturing and Applications, Actuators, 2022, 11(11), 331 CrossRef.
- X. Le, W. Lu, J. Zhang and T. Chen, Recent Progress in Biomimetic Anisotropic Hydrogel Actuators, Adv. Sci., 2019, 6(5), 1801584 CrossRef PubMed.
- W. Wang, Q. Niu, X. Liu, L. Su, J. Zhang and S. Meng, et al., Thermal responsive smart lanthanide luminescent hydrogel actuator, Opt. Mater., 2023, 142, 114147 CrossRef CAS.
- W. Francis, A. Dunne, C. Delaney, L. Florea and D. Diamond, Spiropyran based hydrogels actuators—Walking in the light, Sens. Actuators, B, 2017, 250, 608–616 Search PubMed.
- D. Han, C. Farino, C. Yang, T. Scott, D. Browe and W. Choi, et al., Soft Robotic Manipulation and Locomotion with a 3D Printed Electroactive Hydrogel, ACS Appl. Mater. Interfaces, 2018, 10(21), 17512–17518 CrossRef CAS PubMed.
- M. A. Mohamed, A. Fallahi, A. M. A. El-Sokkary, S. Salehi, M. A. Akl and A. Jafari, et al., Stimuli-responsive hydrogels for manipulation of cell microenvironment: From chemistry to biofabrication technology, Prog. Polym. Sci., 2019, 98, 101147 CrossRef CAS PubMed.
- I. Apsite, S. Salehi and L. Ionov, Materials for Smart Soft Actuator Systems, Chem. Rev., 2022, 122(1), 1349–1415 Search PubMed.
- M. Ding, L. Jing, H. Yang, C. E. Machnicki, X. Fu and K. Li, et al., Multifunctional soft machines based on stimuli-responsive hydrogels: from freestanding hydrogels to smart integrated systems, Mater. Today Adv., 2020, 8, 100088 CrossRef.
- L. D'Eramo, B. Chollet, M. Leman, E. Martwong, M. Li and H. Geisler, et al., Microfluidic actuators based on temperature-responsive hydrogels, Microsyst. Nanoeng., 2018, 4(1), 17069 Search PubMed.
- J. Liu, L. Jiang, A. Liu, S. He and W. Shao, Ultrafast thermo-responsive bilayer hydrogel actuator assisted by hydrogel microspheres, Sens. Actuators, B, 2022, 357, 131434 Search PubMed.
- G. H. Kwon, J. Y. Park, J. Y. Kim, M. L. Frisk, D. J. Beebe and S. Lee, Biomimetic Soft Multifunctional Miniature Aquabots, Small, 2008, 4(12), 2148–2153 Search PubMed.
- C. Yang, Z. Liu, C. Chen, K. Shi, L. Zhang and X. J. Ju, et al., Reduced Graphene Oxide-Containing Smart Hydrogels with Excellent Electro-Response and Mechanical Properties for Soft Actuators, ACS Appl. Mater. Interfaces, 2017, 9(18), 15758–15767 CrossRef CAS PubMed.
- Y. Yang, Y. Tan, X. Wang, W. An, S. Xu and W. Liao, et al., Photothermal Nanocomposite Hydrogel Actuator with Electric-Field-Induced Gradient and Oriented Structure, ACS Appl. Mater. Interfaces, 2018, 10(9), 7688–7692 CrossRef CAS PubMed.
- E. Liu, X. Xia, Q. Chen and S. Xu, Gradient hydrogel actuator with fast response and self-recovery in air, J. Mater. Chem. B, 2023, 11(3), 560–564 RSC.
- N. Vasios, A. J. Gross, S. Soifer, J. T. B. Overvelde and K. Bertoldi, Harnessing Viscous Flow to Simplify the Actuation of Fluidic Soft Robots, Soft Rob., 2020, 7(1), 1–9 CrossRef PubMed.
- J. Shang and P. Theato, Smart composite hydrogel with pH-, ionic strength- and temperature-induced actuation, Soft Matter, 2018, 14(41), 8401–8407 Search PubMed.
- C. Y. Lo, Y. Zhao, C. Kim, Y. Alsaid, R. Khodambashi and M. Peet, et al., Highly stretchable self-sensing actuator based on conductive photothermally-responsive hydrogel, Mater. Today, 2021, 50, 35–43 Search PubMed.
- S. Terryn, J. Brancart, D. Lefeber, G. Van Assche and B. Vanderborght, Self-healing soft pneumatic robots, Sci. Rob., 2017, 2(9), eaan4268 Search PubMed.
- R. V. Martinez, A. C. Glavan, C. Keplinger, A. I. Oyetibo and G. M. Whitesides, Soft Actuators and Robots that Are Resistant to Mechanical Damage, Adv. Funct. Mater., 2014, 24(20), 3003–3010 CrossRef CAS.
- X. Li, J. Liu, D. Li, S. Huang, K. Huang and X. Zhang, Bioinspired Multi–Stimuli Responsive Actuators with Synergistic Color– and Morphing–Change Abilities, Adv. Sci., 2021, 8(16), 2101295 CrossRef PubMed.
- E. Acome, S. K. Mitchell, T. G. Morrissey, M. B. Emmett, C. Benjamin and M. King, et al., Hydraulically amplified self-healing electrostatic actuators with muscle-like performance, Science, 2018, 359(6371), 61–65 CrossRef CAS PubMed.
- X. Li, Z. Wu, B. Li, Y. Xing, P. Huang and L. Liu, Selaginella lepidophylla-Inspired Multi-Stimulus Cooperative Control MXene-Based Flexible Actuator, Soft Rob., 2023, 10(5), 861–872 CrossRef PubMed.
- J. Santoso, E. H. Skorina, M. Salerno, S. de Rivaz, J. Paik and C. D. Onal, Single chamber multiple degree-of-freedom soft pneumatic actuator enabled by adjustable stiffness layers, Smart Mater. Struct., 2019, 28(3), 035012 CrossRef CAS.
- Y. Yang, Y. Chen, Y. Li, M. Z. Q. Chen and Y. Wei, Bioinspired Robotic Fingers Based on Pneumatic Actuator and 3D Printing of Smart Material, Soft Rob., 2017, 4(2), 147–162 Search PubMed.
- Y. Mao, Z. Ding, C. Yuan, S. Ai, M. Isakov and J. Wu, et al., 3D Printed Reversible Shape Changing Components with Stimuli Responsive Materials, Sci. Rep., 2016, 6(1), 24761 CrossRef CAS PubMed.
- M. Kim, Y. B. Kim, M. Lee and H. J. Chun, Analysis of mechanical and shape memory properties of biocompatible shape memory polymers with different Fe3O4 contents, Funct. Compos. Struct., 2024, 6(2), 025005 CrossRef CAS.
- H. Wei, Q. Zhang, Y. Yao, L. Liu, Y. Liu and J. Leng, Direct-Write Fabrication of 4D Active Shape-Changing Structures Based on a Shape Memory Polymer and Its Nanocomposite, ACS Appl. Mater. Interfaces, 2017, 9(1), 876–883 CrossRef CAS PubMed.
- G. Xu, M. Zhang, Q. Zhou, H. Chen, T. Gao and C. Li, et al., A small graphene oxide sheet/polyvinylidene fluoride bilayer actuator with large and rapid responses to multiple stimuli, Nanoscale, 2017, 9(44), 17465–17470 RSC.
- X. F. Feng, S. Z. Sheng, C. Chen, X. L. Li, Z. Y. Xian and J. W. Liu, A multi-stimuli-responsive actuator for efficient thermal management and various biomimetic locomotion, Cell Rep. Phys. Sci., 2023, 4(10), 101588 CrossRef.
- L. Chang, D. Wang, Z. Huang, C. Wang, J. Torop and B. Li, et al., A Versatile Ionomer–Based Soft Actuator with Multi–Stimulus Responses, Self–Sustainable Locomotion, and Photoelectric Conversion, Adv. Funct. Mater., 2023, 33(6), 2212341 CrossRef CAS.
- Y. Wu, X. Dong, J. K. Kim, C. Wang and M. Sitti, Wireless soft millirobots for climbing three-dimensional surfaces in confined spaces, Sci. Adv., 2022, 8(21), eabn3431 CrossRef CAS PubMed.
- G. Gu, J. Zou, R. Zhao, X. Zhao and X. Zhu, Soft wall-climbing robots, Sci. Rob., 2018, 3(25), eaat2874 CrossRef PubMed.
- T. Hu, X. Lu and J. Liu, Inchworm–Like Soft Robot with Multimodal Locomotion Using an Acrylic Stick–Constrained Dielectric Elastomer Actuator, Adv. Intell. Syst., 2023, 5(2), 2200209 CrossRef.
- Q. Pei, M. Rosenthal, S. Stanford, H. Prahlad and R. Pelrine, Multiple-degrees-of-freedom electroelastomer roll actuators, Smart Mater. Struct., 2004, 13(5), N86–N92 CrossRef.
- K. Jung, J. C. Koo, J. D. Nam, Y. K. Lee and H. R. Choi, Artificial annelid robot driven by soft actuators, Bioinspiration Biomimetics, 2007, 2(2), S42–S49 CrossRef PubMed.
- A. T. Conn and J. Rossiter, Towards holonomic electro-elastomer actuators with six degrees of freedom, Smart Mater. Struct., 2012, 21(3), 035012 CrossRef.
- A. J. Cheng, L. Wu, Z. Sha, W. Chang, D. Chu and C. H. Wang, et al., Recent Advances of Capacitive Sensors: Materials, Microstructure Designs, Applications, and Opportunities, Adv. Mater. Technol., 2023, 8(11), 2201959 CrossRef.
- R. Wang, C. Zhang, W. Tan, J. Yang, D. Lin and L. Liu, Electroactive Polymer-Based Soft Actuator with Integrated Functions of Multi-Degree-of-Freedom Motion and Perception, Soft Rob., 2023, 10(1), 119–128 CrossRef PubMed.
- T. A. Gisby, S. Q. Xie, E. P. Calius and I. A. Anderson, in Leakage current as a predictor of failure in dielectric elastomer actuators, ed. Y. Bar-Cohen, 2010, pp. 764213 Search PubMed.
- M. Verma, V. Lafarga and C. Collette, Perfect collocation using self-sensing electromagnetic actuator: Application to vibration control of flexible structures, Sens. Actuators, A, 2020, 313, 112210 CrossRef CAS.
- Z. Chen, Y. Shen, N. Xi and X. Tan, Integrated sensing for ionic polymer–metal composite actuators using PVDF thin films, Smart Mater. Struct., 2007, 16(2), S262–S271 CrossRef CAS.
- J. E. Lee and H. E. Naguib, Hybrid Piezoelectric–Magnetic Self–Sensing Actuator using Novel Dual–Alignment Magnetic/Mechanical Processing for Vibration Control of Whole–Body Vibrations, Adv. Intell. Syst., 2023, 5(9), 2300025 CrossRef.
- J. E. Lee, Y. C. Sun, I. Lees and H. E. Naguib, Additive manufacturing of hybrid piezoelectric/magnetic self-sensing actuator using pellet extrusion and immersion precipitation with statistical modelling optimization, Compos. Sci. Technol., 2024, 247, 110393 CrossRef CAS.
- Y. Shapiro, G. Kosa and A. Wolf, Shape Tracking of Planar Hyper-Flexible Beams via Embedded PVDF Deflection Sensors, IEEE/ASME Trans. Mechatron., 2014, 19(4), 1260–1267 Search PubMed.
- R. Adam Bilodeau, E. L. White and R. K. Kramer, Monolithic fabrication of sensors and actuators in a soft robotic gripper, in 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), IEEE, 2015, pp. 2324–2329.
- A. Koivikko, E. Sadeghian Raei, M. Mosallaei, M. Mantysalo and V. Sariola, Screen-Printed Curvature Sensors for Soft Robots, IEEE Sens. J., 2018, 18(1), 223–230 CAS.
- X. Fang, K. Wei and R. Yang, Untethered Soft Pneumatic Actuators with Embedded Multiple Sensing Capabilities, Soft Rob., 2024, 11(3), 382–391 CrossRef CAS PubMed.
- Y. Yang and Y. Chen, Innovative Design of Embedded Pressure and Position Sensors for Soft Actuators, IEEE Rob. Autom. Lett., 2018, 3(2), 656–663 Search PubMed.
- R. L. Truby, M. Wehner, A. K. Grosskopf, D. M. Vogt, S. G. M. Uzel and R. J. Wood, et al., Soft Somatosensitive Actuators via Embedded 3D Printing, Adv. Mater., 2018, 30(15), 1706383 CrossRef PubMed.
- J. R. Greenwood and W. Felt, Soft Coiled Pneumatic Actuator with Integrated Length-Sensing Function for Feedback Control, Actuators, 2023, 12(12), 455 CrossRef.
- F. Wu, X. Lin, Y. Xu, D. Zhang, Y. He and M. Liu, Light-driven locomotive soft actuator and multi-functional sensors based on asymmetric PVA/carbon/PE bilayer film, Sci. China Mater., 2023, 66(12), 4782–4793 Search PubMed.
- S. Wang and M. W. Urban, Self-healing polymers, Nat. Rev. Mater., 2020, 5(8), 562–583 CrossRef CAS.
- S. Hunt, T. G. McKay and I. A. Anderson, A self-healing dielectric
elastomer actuator, Appl. Phys. Lett., 2014, 104(11), 113701 CrossRef.
- S. Terryn, E. Roels, J. Brancart, G. Van Assche and B. Vanderborght, Self-Healing and High Interfacial Strength in Multi-Material Soft Pneumatic Robots via Reversible Diels–Alder Bonds, Actuators, 2020, 9(2), 34 Search PubMed.
- J. Cao, C. Zhou, G. Su, X. Zhang, T. Zhou and Z. Zhou, et al., Arbitrarily 3D Configurable Hygroscopic Robots with a Covalent–Noncovalent Interpenetrating Network and Self–Healing Ability, Adv. Mater., 2019, 31(18), 1900042 CrossRef PubMed.
- M. Liu, S. Zhu, Y. Huang, Z. Lin, W. Liu and L. Yang, et al., A self-healing composite actuator for multifunctional soft robot via photo-welding, Composites, Part B, 2021, 214, 108748 CrossRef CAS.
- H. Qin, T. Zhang, N. Li, H. P. Cong and S. H. Yu, Anisotropic and self-healing hydrogels with multi-responsive actuating capability, Nat. Commun., 2019, 10(1), 2202 CrossRef PubMed.
- K. Ren, S. Liu, M. Lin, Y. Wang and Q. M. Zhang, A compact electroactive polymer actuator suitable for refreshable Braille display, Sens. Actuators, A, 2008, 143(2), 335–342 Search PubMed.
- S. Michel, B. T. T. Chu, S. Grimm, F. A. Nüesch, A. Borgschulte and D. M. Opris, Self-healing electrodes for dielectric elastomer actuators, J. Mater. Chem., 2012, 22(38), 20736 RSC.
- H. W. Huang, M. S. Sakar, A. J. Petruska, S. Pané and B. J. Nelson, Soft micromachines with programmable motility and morphology, Nat. Commun., 2016, 7(1), 12263 CrossRef CAS PubMed.
- M. A. Moreno-Mateos, M. Hossain, P. Steinmann and D. Garcia-Gonzalez, Hybrid magnetorheological elastomers enable versatile soft actuators, npj Comput. Mater., 2022, 8(1), 162 CrossRef.
- Y. Cheng, K. H. Chan, X. Q. Wang, T. Ding, T. Li and X. Lu, et al., Direct-Ink-Write 3D Printing of Hydrogels into Biomimetic Soft Robots, ACS Nano, 2019, 13(11), 13176–13184 CrossRef CAS PubMed.
- M. Lalegani Dezaki and M. Bodaghi, Soft Magneto–Responsive Shape Memory Foam Composite Actuators, Macromol. Mater. Eng., 2022, 307(11), 2270046 Search PubMed.
- C. Gu, A. B. Jia, Y. M. Zhang and S. X. A. Zhang, Emerging Electrochromic Materials and Devices for Future Displays, Chem. Rev., 2022, 122(18), 14679–14721 CrossRef CAS PubMed.
- D. van den Ende, J. Kamminga, A. Boersma, T. Andritsch and P. G. Steeneken, Voltage–Controlled Surface Wrinkling of Elastomeric Coatings, Adv. Mater., 2013, 25(25), 3438–3442 CrossRef CAS PubMed.
- C. Larson, B. Peele, S. Li, S. Robinson, M. Totaro and L. Beccai, et al., Highly stretchable electroluminescent skin for optical signaling and tactile sensing, Science, 2016, 351(6277), 1071–1074 CrossRef CAS PubMed.
- H. Wang, M. W. Ming Tan, W. C. Poh, D. Gao, W. Wu and P. S. Lee, A highly stretchable, self-healable, transparent and solid-state poly(ionic liquid) filler for high-performance dielectric elastomer actuators, J. Mater. Chem. A, 2023, 11(26), 14159–14168 RSC.
- S. Kirkman, P. Rothemund, E. Acome and C. Keplinger, Electromechanics of planar HASEL actuators, Extreme Mech. Lett., 2021, 48, 101408 CrossRef.
- P. Rothemund, N. Kellaris, S. K. Mitchell, E. Acome and C. Keplinger, HASEL Artificial Muscles for a New Generation of Lifelike Robots—Recent Progress and Future Opportunities, Adv. Mater., 2021, 33(19), 2003375 CrossRef CAS PubMed.
- D. J. Han, H. J. Kim and B. Y. Lee, Multifunctional Soft Actuator Based on Dielectric Liquid with Simultaneous Luminance and Weight Lifting Capabilities, Macromol. Mater. Eng., 2024, 309(4), 2300377 CrossRef CAS.
- S. Nishimoto and B. Bhushan, Bioinspired self-cleaning surfaces with superhydrophobicity, superoleophobicity, and superhydrophilicity, RSC Adv., 2013, 3(3), 671–690 RSC.
- J. Zang, S. Ryu, N. Pugno, Q. Wang, Q. Tu and M. J. Buehler, et al., Multifunctionality and control of the crumpling and unfolding of large-area graphene, Nat. Mater., 2013, 12(4), 321–325 CrossRef CAS PubMed.
- E. T. Roche, M. A. Horvath, I. Wamala, A. Alazmani, S. E. Song and W. Whyte, et al., Soft robotic sleeve supports heart function, Sci. Transl. Med., 2017, 9(373), eaaf3925 Search PubMed.
- S. Gallo, C. Son, H. J. Lee, H. Bleuler and I. J. Cho, A flexible multimodal tactile display for delivering shape and material information, Sens. Actuators, A, 2015, 236, 180–189 CrossRef CAS.
- M. T. Thai, T. T. Hoang, P. T. Phan, N. H. Lovell and T. Nho Do, Soft Microtubule Muscle-Driven 3-Axis Skin-Stretch Haptic Devices, IEEE Access, 2020, 8, 157878–157891 Search PubMed.
- S. Mao, E. Dong, H. Jin, M. Xu, S. Zhang and J. Yang, et al., Gait study and pattern generation of a starfish-like soft robot with flexible rays actuated by SMAs, J. Bionic Eng., 2014, 11(3), 400–411 CrossRef.
- N. El-Atab, R. B. Mishra, F. Al-Modaf, L. Joharji, A. A. Alsharif and H. Alamoudi, et al., Soft Actuators for Soft Robotic Applications: A Review, Adv. Intell. Syst., 2020, 2(10), 2000128 Search PubMed.
- P. Polygerinos, S. Lyne, Z. Wang, L. F. Nicolini, B. Mosadegh and G. M. Whitesides, et al., Towards a soft pneumatic glove for hand rehabilitation, in 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, IEEE, 2013, pp. 1512–1517.
- D. Kim, B. B. Kang, K. B. Kim, H. Choi, J. Ha and K. J. Cho, et al., Eyes are faster than hands: A soft wearable robot learns user intention from the egocentric view, Sci. Rob., 2019, 4(26), eaav2949 Search PubMed.
- D. G. Caldwell, N. G. Tsagarakis, S. Kousidou, N. Costa and I. Sarakoglou, “Soft” Exoskeletons for Upper and Lower Body Rehabilitation—Design, Control and Testing, Int. J. Humanoid Rob., 2007, 04(03), 549–573 CrossRef.
- R. V. Martinez, J. L. Branch, C. R. Fish, L. Jin, R. F. Shepherd and R. M. D. Nunes, et al., Robotic Tentacles with Three–Dimensional Mobility Based on Flexible Elastomers, Adv. Mater., 2013, 25(2), 205–212 CrossRef CAS PubMed.
- R. Deimel and O. Brock, A novel type of compliant and underactuated robotic hand for dexterous grasping, Int. J. Rob. Res., 2016, 35(1–3), 161–185 CrossRef.
- B. Mosadegh, P. Polygerinos, C. Keplinger, S. Wennstedt, R. F. Shepherd and U. Gupta, et al., Pneumatic Networks for Soft Robotics that Actuate Rapidly, Adv. Funct. Mater., 2014, 24(15), 2163–2170 CrossRef CAS.
- J. Zhu, Z. Chai, H. Yong, Y. Xu, C. Guo and H. Ding, et al., Bioinspired Multimodal Multipose Hybrid Fingers for Wide-Range Force, Compliant, and Stable Grasping, Soft Rob., 2023, 10(1), 30–39 CrossRef PubMed.
- C. W. O. Yang, S. Y. Yu, C. W. Chan, C. Y. Tseng, J. F. Cai and H. P. Huang, et al., Enhancing the Versatility and Performance of Soft Robotic Grippers, Hands, and Crawling Robots Through Three-Dimensional-Printed Multifunctional Buckling Joints, Soft Rob., 2024, 11(5), 741–754 CrossRef PubMed.
- C. Cvetkovic, R. Raman, V. Chan, B. J. Williams, M. Tolish and P. Bajaj, et al., Three-dimensionally printed biological machines powered by skeletal muscle, Proc. Natl. Acad. Sci. U. S. A., 2014, 111(28), 10125–10130 Search PubMed.
- A. W. Feinberg, A. Feigel, S. S. Shevkoplyas, S. Sheehy, G. M. Whitesides and K. K. Parker, Muscular Thin Films for Building Actuators and Powering Devices, Science, 2007, 317(5843), 1366–1370 Search PubMed.
- F. Carpi, G. Frediani, S. Turco and D. De Rossi, Bioinspired Tunable Lens with Muscle–Like Electroactive Elastomers, Adv. Funct. Mater., 2011, 21(21), 4152–4158 CrossRef CAS.
- I. Jung, J. Xiao, V. Malyarchuk, C. Lu, M. Li and Z. Liu, et al., Dynamically tunable hemispherical electronic eye camera system with adjustable zoom capability, Proc. Natl. Acad. Sci. U. S. A., 2011, 108(5), 1788–1793 CrossRef CAS PubMed.
- T. Ranzani, G. Gerboni, M. Cianchetti and A. Menciassi, A bioinspired soft manipulator for minimally invasive surgery, Bioinspiration Biomimetics, 2015, 10(3), 035008 Search PubMed.
- G. Gerboni, T. Ranzani, A. Diodato, G. Ciuti, M. Cianchetti and A. Menciassi, Modular soft mechatronic manipulator for minimally invasive surgery (MIS): overall architecture and development of a fully integrated soft module, Meccanica, 2015, 50(11), 2865–2878 CrossRef.
- C. Lu, L. Zhao, Y. Hu and W. Chen, A molecular-regulation strategy towards low-voltage driven, multi degree of freedom IPMC catheters, Chem. Commun., 2018, 54(63), 8733–8736 RSC.
- A. Frisoli and D. Leonardis, Wearable haptics for virtual reality and beyond, Nat. Rev. Electr. Eng., 2024, 1(10), 666–679 CrossRef.
- D. J. Lipomi, C. Dhong, C. W. Carpenter, N. B. Root and V. S. Ramachandran, Organic Haptics: Intersection of Materials Chemistry and Tactile Perception, Adv. Funct. Mater., 2020, 30(29), 1906850 Search PubMed.
- E. Leroy, R. Hinchet and H. Shea, Multimode Hydraulically Amplified Electrostatic Actuators for Wearable Haptics, Adv. Mater., 2020, 32(36), 2002564 CrossRef CAS PubMed.
- H. Phung, C. T. Nguyen, H. Jung, T. D. Nguyen and H. R. Choi, Bidirectional tactile display driven by electrostatic dielectric elastomer actuator, Smart Mater. Struct., 2020, 29(3), 035007 Search PubMed.
- N. Torras, K. E. Zinoviev, C. J. Camargo, E. M. Campo, H. Campanella and J. Esteve, et al., Tactile device based on opto-mechanical actuation of liquid crystal elastomers, Sens. Actuators, A, 2014, 208, 104–112 CrossRef CAS.
- S. Palagi and P. Fischer, Bioinspired microrobots, Nat. Rev. Mater., 2018, 3(6), 113–124 CrossRef CAS.
- H. Lin, G. Leisk and B. Trimmer, GoQBot: A caterpillar-inspired soft-bodied rolling robot, Bioinspiration Biomimetics, 2011, 6(2), 026007 CrossRef PubMed.
- J. Lee, Y. Yoon, H. Park, J. Choi, Y. Jung and S. H. Ko, et al., Bioinspired Soft Robotic Fish for Wireless Underwater Control of Gliding Locomotion, Adv. Intell. Syst., 2022, 4(7), 2100271 Search PubMed.
- R. K. Katzschmann, A. D. Marchese and D. Rus, Hydraulic autonomous soft robotic fish for 3D swimming, in Springer Tracts in Advanced Robotics, 2016 Search PubMed.
- Y. Sun, H. Feng, X. Liang, A. J. Y. Goh, P. Qi and M. Li, et al., Powerful 2D Soft Morphing Actuator Propels Giant Manta Ray Robot, Adv. Intell. Syst., 2022, 4(11), 2200186 CrossRef.
- B. Ahuja, M. Karg and M. Schmidt, Additive manufacturing in production: challenges and opportunities, in Laser 3D Manufacturing
II, 2015 Search PubMed.
- L. J. Love, C. E. Duty, B. K. Post, R. F. Lind, P. D. Lloyd and V. Kunc, et al., Breaking barriers in polymer additive manufacturing, in International SAMPE Technical Conference, 2015.
- B. W. K. Ang and C. H. Yeow, Design and Modeling of a High Force Soft Actuator for Assisted Elbow Flexion, IEEE Rob. Autom. Lett., 2020, 5(2), 3731–3736 Search PubMed.
- M. A. Robertson, H. Sadeghi, J. M. Florez and J. Paik, Soft Pneumatic Actuator Fascicles for High Force and Reliability, Soft Rob., 2017, 4(1), 23–32 CrossRef PubMed.
|
This journal is © The Royal Society of Chemistry 2025 |
Click here to see how this site uses Cookies. View our privacy policy here.