R. H.
Aguilera-del-Toro
*a,
F.
Aguilera-Granja
b and
A.
Vega
a
aDepartamento de Física Teórica, Atómica y Óptica, Universidad de Valladolid, ES-47011 Valladolid, Spain. E-mail: rodrigohumberto.aguilera@uva.es
bInstituto de Física, Universidad Autónoma de San Luis Potosí, San Luis Potosí, Mexico
First published on 19th December 2023
Icosahedral Ni13@Ag42 is a stable nanoparticle formed by a magnetic nickel core surrounded by a silver coating that provides physical protection to the 3d metal cluster as well as antibacterial properties. In this work, we report density functional theoretical calculations to delve into a comprehensive analysis of how surface oxidation impacts the structural, electronic, magnetic, and reactivity properties of this interesting nanoparticle. To elucidate the role played by the silver coating, we compare the results with those found for the bare Ni13 cluster also subjected to surface oxidation. When Ni13 is covered by silver, we find a markedly robust behavior of the magnetic moment of the resulting nanoparticle, which remains nearly constant upon oxidation up to the rates explored, and the same holds for its overall reactivity. The obtained trends are rationalized in terms of the complex interplay between Ni–Ag and Ag–O interactions which impact the relative inter-atomic distances, charge transfer effects, spin polarization and magnetic couplings.
The structural evolution of metallic clusters when exposed to various environments significantly affects their properties.21–23,25–29 For gold nanoclusters,22 calculations underscore the significance of both surface coverage and the location of adsorbed oxygen in influencing the stability of co-adsorbed crotonaldehyde, the desired product in crotyl alcohol selox, while for paladium nanoclusters,23 elevated CO coverages favored the formation of bridge-bound CO bonds, with some hollow-bound CO. The study predicted a coverage-dependent spectroscopic blue-shift in vibrational IR bands of adsorbed CO, coinciding with a 3.5% expansion of the palladium nanoparticle.
In a recent study by Vernieres et al.,25 the influence of air exposure on the energetic and structural properties of silver clusters, composed of up to 3000 atoms and deposited on a layer of amorphous carbon, was investigated. Their findings indicated that air exposure led to a prevalence of icosahedral isomers among the observed ordered structures. One method for preventing the oxidation of Ni involves applying a silver Ag coating on the surface of Ni nanoparticles.30–34 This approach not only offers physical protection but also induces alterations in the system properties. For instance, it can enhance electrical conductivity,31,32 enable tunable piezoresistivity33 or reduce toxic agents in water.34
In our previous work,35 we employed density functional theory to examine the stability, chemical order, structural parameters, electronic structures, and magnetic properties of AgxNi55−x icosahedral nanoalloys across the entire composition range. Our investigation revealed that Ni atoms tended to occupy internal positions within segregated structures, some of which exhibited exceptional stability in terms of both binding energy and excess energy. Notably, Ni13@Ag42 exhibited a perfect core/shell configuration, with a substantial core composed of 13 Ni atoms, making it an ideal candidate for a nanomagnet. The silver coating provided physical protection for the 3d metal cluster, while also offering known antibacterial properties.36–38
Ni13@Ag42 displayed intriguing intrinsic magnetic properties. The Ni13 core essentially retains the magnetic moment of the bare free cluster when covered by Ag, resulting in a nanoparticle with a localized magnetic moment in the core. The projected densities of states demonstrated that the highest occupied molecular orbital (HOMO) exhibited a Ni character, indicating that despite the weak Ag–Ni interaction and the protective role of Ag, Ni states could still play a substantial role in the reactivity of this nanomagnet. Furthermore, the minority spin character of the HOMO elucidated the increase or decrease in its magnetic moment by 1 μB upon ionization or electron capture, respectively. Thus, driven by the observations of Vernieres et al. and our previous findings, we embarked on investigating the extent to which the Ag coating provides protection for the Ni core against external agents capable of chemical reactions. This question remains open and warrants further exploration, which is the focus of the present work.
One of the most common and unavoidable reactions in the natural environment is oxidation. In this study, we examine how the structural and electronic properties, particularly magnetism, of the Ni13@Ag42 nanomagnet are altered when a certain number of oxygen atoms bond to the surface. As we will demonstrate, the intricate interplay between Ni–Ag and Ag–O interactions yields a robust nanomagnet up to approximately 20% oxygen coverage. We discuss the changes in relative inter-atomic distances and magnetic couplings, and compare the results with those obtained for the bare Ni13 cluster under oxidation to elucidate the role played by the silver coating.
Our theoretical approach mirrors that of our previous work,35 and in the subsequent section, we provide a brief overview of the essential aspects related to the presence of oxygen. The following sections delve into the results, examining the effects of oxidation on structural properties, as well as electronic and magnetic properties. Finally, we summarize the main conclusions.
For the exchange and correlation (xc) potential we used the Perdew–Burke–Ernzerhof functional.40 It is known that the standard GGA does not provide the exact (or quantitatively accurate) results concerning the magnetic (and other) properties of certain transition metal systems. DFT itself only provides a qualitative description of systems that are inherently multiconfigurational. The magnetic moments predicted using the PBE functional for Ni clusters underestimate the experimental values. The same degree of inaccuracy of the PBE, however, is not extrapolatable to other Ni nanostructures like surfaces, or to the bulk for which the PBE functional gives the experimental magnetic moment. A better description of the intra-atomic Coulomb repulsion with a partial correction of the self-interaction error brings the standard DFT results closer to those predicted by quantum-chemical treatment through configuration-interaction approaches, which are unpracticable for these sizes. In this regard, a GGA+U approach, or the employment of hybrid functionals should be, in principle, a good alternative to improve the description. In a recent work by A–G Boudjahem et al.,21 devoted to the adsorption of CO on small Ni clusters, the hybrid BLYP functional (which incorporates a portion of exact exchange from Hartree–Fock theory) was employed. With this functional, the calculated properties of Ni2 and CO compare well with the experimental data. But even with this functional, the predicted total magnetic moments for bare Ni clusters of 11 and 12 atoms (the largest size explored in their study) also underestimate the experimental values. By selecting an appropriate U parameter in the GGA+U approach one could fit the experimental magnetic moment for clusters, but overestimate the magnetic moment of the Ni bulk if the U parameter is kept fixed. Since the main goal of our work is to understand the qualitative changes caused by the oxidation, we decided to use the PBE functional for the exchange–correlation treatment. We employed norm-conserving scalar relativistic pseudopotentials41 in their fully nonlocal form,42 generated from the atomic valence configuration 3d84s2 for Ni (with core radii of 2.00, 2.44 and 2.50 a.u. for s, p and d orbitals, respectively), 4d105s1 for Ag (with core radii of 2.17, 2.82 and 2.40 a.u. for s, p and d orbitals, respectively), and 2s22p4 for O (with core radii of 1.14 for s, p and d orbitals). Non-linear partial core corrections,43 which are known to be important for transition metal pseudopotentials, are included at the core radius of 0.7 Å. Valence states were described using double-ζ basis sets for Ni, Ag and O, with maximum cutoff radii of 4.931 Å (2p) and 7.998 Å (3d,4s). A 4p polarization orbital was also considered, with cutoff radii of 7.998 and 6.599 Å for nickel and silver respectively. The energy cutoff used to define the real-space grid for numerical calculations involving the electron density was 250 Ry. The Fermi distribution function that enters in the calculation of the density matrix was smoothed with an electronic temperature of 15 meV. We used an energy criterion of 10−4 eV for converging the electronic density. In the calculations, the individual clusters were placed in a cubic supercell of 25 × 25 × 25 Å3, a size large enough to neglect the interaction between the cluster and its replicas in neighboring cells. It was considered only the Γ point (k = 0) when integrating over the Brillouin zone, as usual for finite systems. The equilibrium geometries resulted from an unconstrained conjugate-gradient structural relaxation using the DFT until the forces on each atom was smaller than 0.001 eV Å−1. We tested in all cases different spin isomers to be sure of the ground state.
The local electronic charge and magnetic moments distribution within the nanomagnet were determined from the Mulliken population. In those cases where the total energy difference between spin isomers was lower than 40 meV, we performed additional calculations with the same xc functional using the code VASP44,45 that solves the Khon–Sham equations using a plane-waves basis set instead of numerical pseudoatomic orbitals, and the core interactions were treated be means of the Projector-Augmented-Wave (PAW) approach instead of pseudopotentials. The technical settings for the VASP calculations were as follows. We used the same cubic supercell as that used in SIESTA (25 × 25 × 25 Å3) which we checked to be enough also with the plane waves basis set. An energy cutoff of 650 eV for the basis set was checked to provide converged results for the relevant magnitudes. As in SIESTA, the size chosen for the supercell allows us to use only the gamma point for the integrations in the Brillouin zone. Finally, an energy convergence criterion of 10−6 for the electronic density was considered. The structures were relaxed using conjugate gradients until the force on each atom was smaller than 0.001 eV Å−1.
In order to study the stability of the magnetic nanoparticle as it oxidizes, we calculated the binding energy per atom, Eb as well as the oxygen adsorption energy per oxygen atom, Eads. To determine the relative stability of a given oxidation rate with respect to the neighboring rates, we calculated the second energy difference, Δ2E(x,y). These quantities are defined as follows:
Eb = [42E(Ag) + 13E(Ni) + mE(O) − E(Ag42Ni13Om)]/(55 + m) | (1) |
(2) |
Δ2E(m) = E(m+ 1) + E(m − 1) − 2 × E(m) | (3) |
For the discussion of the reactivity, we calculated two conceptual DFT based quantities,46–48 the electronegativity and the chemical hardness, respectively defined as:
(4) |
(5) |
To determine the ground state configurations of the oxidized nanomagnet, various initial locations were tested for each additional adsorbed oxygen atom among non-equivalent hollow, bridge, and top positions on the surface. Hollow sites were found to be the most stable adsorption sites. For the first oxygen atom, all possible sites were calculated, resulting in six non-equivalent sites: two tops, two bridges, and two hollows. Hollow positions were found to be more stable than bridge and top positions. Once the most stable adsorption site for a single oxygen atom was identified, it was kept fixed, and the optimal adsorption site for the next oxygen atom was explored. This process was repeated, adding oxygen atoms one at a time.
While this approach limits the number of sampled configurations, additional optimizations were performed for each oxygen concentration from Ni13@Ag42O2 to Ni13@Ag42O6. At least twenty configurations were randomly tested for each oxygen concentration, with oxygen absorbed at different positions on the surface. None of these arrangements had a lower energy than the putative ground state obtained using the method described earlier. Configurations with oxygen atoms inside the structure (subsurface) were also tested, but their energies were higher than when oxygen was absorbed at the surface. Moreover, it was observed that oxygen atoms tend to be absorbed in pairs near the silver atoms at the corners of the icosahedron, indicating an oxidation pattern that emerges early in the process.
Fig. 1 presents the putative ground state atomic configurations of Ni13@Ag42 during the oxidation process. Oxygen atoms preferentially occupy hollow sites near the corners of the icosahedron. The first oxygen atom is placed in a hollow site involving one of the 12 vertices, and subsequent oxygen atoms bind in another hollow site of the same vertex but non-adjacent to the previous ones. This pattern continues for the next couple of oxygen atoms throughout the oxidation process. To investigate the role of the silver coating and its effectiveness in protecting the nickel core against oxidation, the same process was studied for the bare Ni13 icosahedron cluster. The putative ground state atomic configurations are shown in Fig. 2. It is worth noting that in the 13-atom icosahedron, all vertices are connected to each other through hollow sites, unlike the 55-atom icosahedron. In the oxidation process of Ni13, stable Ni3O3 ring motifs, known to be extremely stable arrangements,24,49 can be identified.
To quantify the effect of oxidation on the structure of Ni13 with and without the Ag coating, average interatomic distances and the total number of atomic bonds were plotted in Fig. 3 for both cases. The trends reveal the extent to which the silver coating physically protects the Ni core and preserves the structural identity of Ni13 against oxidation. In the absence of oxygen, the average Ni–Ni distance is smaller in the bare Ni13 cluster than in Ni13@Ag42, as expected due to the Ni–vacuum interface in the former. Upon oxidation, the average Ni–Ni distance rapidly increases in the bare Ni13 cluster, while it remains almost constant (or slightly decreases) when surrounded by the 42 Ag atoms forming the Ni13@Ag42 nanoparticle. The average Ag–Ag and Ag–Ni interatomic distances increase as more Ag–O bonds are created. The number of Ni–Ni atomic bonds remains constant in both the Ni13 cluster and the Ni13@Ag42 nanoalloy until sixteen oxygen atoms are absorbed on the Ag surface. A structural transition is observed in the nanoalloy when twelve oxygen atoms have been deposited on its surface, and this is reflected in the magnetic moment, as discussed later.
To evaluate the stability of the Ni13@Ag42 nanoparticle as a function of the oxidation rate, the relevant energetic quantities were calculated and plotted in Fig. 4. The increasing trend observed in the binding energy per atom suggests that the nanoparticle gains stability as it oxidizes within the explored regime. However, saturation of the binding energy has not yet been reached. Previous studies on transition metal oxide clusters have indicated that saturation occurs when almost all available surface sites are occupied, and subsequent oxidation takes the form of molecular O2 adsorption.18,50,51 In the present case, full surface oxidation has not been achieved (as shown in Fig. 1). Nevertheless, a slight negative curvature is noticeable in the binding energy, except at the beginning of the oxidation process and around Ag42Ni13O16. This negative curvature corresponds to the overall decreasing behavior of the oxygen adsorption energy per oxygen atom, which also displays an oscillation at m = 16. These observations are attributed to the strong Ag–O bonding and suggest the eventual saturation of the binding energy at higher oxidation rates. The strong Ag–O bonding is consistent with the preservation of the structural identity of the Ni13 core to a large extent. It is noteworthy that the anomalies in the energetic indicators found at m = 16 are also reflected in the structural parameters shown in Fig. 3.
Fig. 4 Binding energy per atom (upper panel), oxygen adsorption energy (central panel), and second energy difference (lower panel) of Ni13@Ag42Om as a function of the oxidation rate. |
The second energy difference indicates the relative stability with respect to neighboring oxidation rates (with one more or one less oxygen atom). An even–odd behavior is observed, with the system being more stable when it contains an even number of oxygen atoms on its surface. This trend aligns with the growth pattern observed, where pairs of oxygen atoms occupy hollow sites around a given Ag vertex atom, ensuring an even distribution across the surface.
The distribution of local magnetic moments obtained from the Mulliken populations and presented in Fig. 5 reveals an increase in the moment of the bare Ni cluster up to Ni13O7, but no further increase with additional oxidation. As both the structural expansion and the charge transfer exhibit a monotonic trend, we need to analyze the local properties to explain the gradual decrease in the magnetic moment for m ≥ 7. Our findings indicate that, for all investigated oxidation rates, the magnetic coupling is ferromagnetic-like. However, for m ≥ 7, there is a noticeable reduction in spin polarization for certain Ni atoms. The local densities of electronic states (not shown here) show a transition from half metallic (with a spin-down character of the HOMO) to metallic behavior as a function of m, with a transition occurring around m = 6–7. Consequently, during the initial stages of oxidation (m ≤ 7), the Ni to O charge transfer is predominantly contributed by spin-down electrons, resulting in an increase in the moment (even the spin-up band fills up slightly). Conversely, for m ≥ 7, there is also transfer of spin-up electrons (more spin-up and fewer spin-down as m increases), which tends to reduce the magnetic moment.
Fig. 5 Contribution of the different atomic species to the total magnetic moment of the magnetic nanoparticles. |
On the other hand, the contribution of oxygen to the total moment varies depending on the atomic species it binds to. We observe that the spin polarization of oxygen atoms is significantly higher in Ni13Om compared to Ni13@Ag42Om. In the mean field picture, this can be attributed to the larger local magnetic field experienced by oxygen electrons when they attach to Ni (a magnetic 3d element) compared to when they attach to Ag, resulting in greater spin splitting in the former. Additionally, the spin polarization of the O atoms aligns with that of Ni in the bare Ni13 (ferromagnetic-like coupling), causing the local moments to point in the same direction and contribute to the total moment. A substantial percentage of the magnetic moment is derived from the oxygen atoms, reaching over 13% in certain oxidation rates. Conversely, in Ni13@Ag42 (antiferromagnetic-like coupling), the situation is reversed until the adsorption of sixteen oxygen atoms, after which the oxygen exhibits ferromagnetic-like coupling with Ni.
The behavior of the magnetic moment in Ni13@Ag42 as a function of oxidation rate is also influenced by the structural anomalies discussed in the previous subsection. Between Ni13@Ag42O12 and Ni13@Ag42O15, the magnetic moment slightly decreases from 8 to 6 μB, correlating with a decrease in the average Ni–Ni interatomic distance and the number of Ag–Ni atomic bonds. These observations indicate that the Ni core becomes more compact and weakens its interaction with silver. At higher oxidation rates than Ni13@Ag42O11, the average interatomic Ag–Ag distance increases, and the number of Ag–Ag atomic bonds decreases, indicating a weakening of the metallic silver character and the evolution of the surface from an oxidized metal to a metal oxide. In terms of corrosion, the protective coating forms a sacrificial layer upon oxidation to protect the core.
Lastly, the direct contribution of silver atoms to the magnetic moment of Ni13@Ag42 upon oxidation is analyzed. The local magnetic moment of silver atoms decreases as the system oxidizes. Although the spin splitting in Ag is negligible compared to that of nickel and oxygen, it is antiparallel to the Ni13@Ag42 nanoparticle, resulting in a constant total magnetic moment.
Let us now discuss the reactivity. The indicators of global reactivity are plotted in Fig. 6. Electronegativity (χ) quantifies the nanoparticle's ability to attract and retain electrons, and the results demonstrate that electronegativity is lower in the Ni13@Ag42 nanoparticle than in the bare Ni13 cluster, and increases with higher oxygen content. This aligns with the significantly higher electronegativity of O compared to Ni and Ag, making the surface more electropositive and consequently more reactive towards electrophilic agents such as additional oxygen. Therefore, further oxidation is expected to be faster and more exothermic, while reactivity towards nucleophilic agents will be reduced. However, a negative curvature indicates a tendency towards oxygen saturation and a progressive decrease in the aforementioned trend. Chemical hardness (η), defined as half the fundamental gap, quantifies the system's sensitivity to changes in the number of electrons. Higher hardness implies a reluctance to accept or donate electrons, correlating with lower polarizability. The results in Fig. 6 show that the chemical hardness is larger in the bare Ni13 cluster than in the Ni13@Ag42 nanoparticle in which it remains nearly constant or slightly decreases with increasing oxidation rate. Both the ionization potential (IP) and electron affinity (EA) increase with oxygen content, but their difference remains relatively unchanged. This finding indicates that the overall reactivity of this nanomagnet is stable against oxidation, at least within the explored oxidation rate range.
Within the explored oxidation range, only dissociative chemisorption is relevant, as the oxygen molecule readily dissociates during the relaxation process. The absorbed oxygen atoms tend to form pairs near the silver atoms located at the corners of the Ni13@Ag42 nanoparticle, indicating a specific oxidation pattern.
Regarding the structural changes, our analysis of the relative inter-atomic distances revealed that the bare Ni13 cluster is more compact than the Ni13 core of the nanoparticle in the absence of oxygen. However, upon oxidation, the bare Ni13 cluster expands, while the Ni13 core of the nanoparticle remains almost constant and slightly compacts when more than 12 oxygen atoms attach. This difference can be attributed to the physical protection provided by the Ag coating.
From an energetic perspective, we observed that the Ni13@Ag42 nanoparticle becomes more stable as it undergoes oxidation. However, we have not yet reached saturation in the binding energy within the explored oxidation range. The relative stability of the nanoparticle compared to neighboring oxidation states follows an even–odd behavior, where the presence of an even number of oxygen atoms on the surface enhances the stability. This trend aligns with the observed growth pattern, where pairs of oxygen atoms occupy hollow sites around a given Ag vertex atom, ensuring an even distribution across the surface.
Regarding the magnetic properties, although the magnetic moment of Ni13@Ag42 (8 μB) is equal to that of the bare Ni13 cluster, the behaviors upon oxidation differ significantly. When Ni13 is covered by silver, the resulting nanoparticle exhibits a remarkably robust magnetic moment that remains nearly constant throughout the oxidation process. In contrast, in the bare Ni13 cluster, the total magnetic moment increases noticeably until it absorbs seven oxygen atoms, reaching 14 μB, and then abruptly decreases with further oxidation. This behavior can be explained in terms of relative charge transfer effects. The contribution of oxygen to the total moment varies depending on the atomic species it binds to. We observed that the spin polarization of oxygen atoms is significantly higher in Ni13Om than in Ni13@Ag42Om. Additionally, the spin polarization of the oxygen atoms aligns with that of Ni in the bare Ni13 cluster, thus contributing to the total moment. In Ni13@Ag42, the situation is reversed until sixteen oxygen atoms are absorbed.
From a reactivity perspective, we have observed that the electronegativity of the Ni13@Ag42 nanoparticle increases with a higher oxygen content. This results in a more electropositive surface, making the nanoparticle more reactive towards electrophilic agents, such as additional oxygen. However, the reactivity towards nucleophilic agents is expected to decrease. Despite these changes, the chemical hardness of the nanoparticle remains relatively constant, indicating that the overall reactivity of this nanomagnet remains stable against oxidation within the explored range.
Footnote |
† Electronic supplementary information (ESI) available. See DOI: https://doi.org/10.1039/d3cp05043b |
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