Sabina Abbrent*a,
Andrii Mahunab,
Miroslava Dušková Smrčkováa,
Libor Koberaa,
Rafał Konefała,
Peter Černocha,
Karel Dušeka and
Jiří Brusa
aInstitute of Macromolecular Chemistry of the Czech Academy of Sciences, Heyrovskeho nam. 2, 162 06 Prague 6, Czech Republic
bDepartment of Physical and Macromolecular Chemistry, Faculty of Science, Charles University, Hlavova 8, 128 40 Prague 2, Czech Republic
First published on 11th March 2021
In situ 1H NMR characterization of copolymerization reactions of various 2-oxazoline monomers at different molar ratios offers detailed insight into the build-up and composition of the polymer chains. Various 2-oxazolines were copolymerized in one single solvent, butyronitrile, with 2-dec-9′-enyl-2-oxazoline, where the double bond allows for post-polymerization modification and can function as a crosslinking unit to form polymer networks. The types of the monomers and their molar ratios in the feed have a strong effect on the microstructure of the forming copolymer chains. Copolymers comprising 2-dec-9′-enyl-2-oxazoline and either 2-ethyl-, 2-isopropyl-, 2-butyl-, 2-heptyl, 2-nonyl- or 2-phenyl-2-oxazoline, show significant differences in sequential structure of copolymers ranging from block to gradient and random ordering of the monomer units. 1H NMR was found to be a powerful tool to uncover detailed oxazoline copolymerization kinetics and evolution of chain composition.
The use of POx-based polymers for any application demands detailed exploration of reaction kinetics, copolymerization behavior and influence of (co)polymer structure on its physicochemical behavior and related processes.19–27 Generally, the copolymerization of various types of 2-oxazoline (Ox) monomers is feasible due to their structural similarity. Oxazoline copolymers ranging from random through gradient to block architectures can be prepared depending on the copolymerization behavior leading to different self-organization in solution.28,29
Polyoxazolines can be easily synthesized by living cationic ring-opening polymerization (CROP) of 2-substituted-2-oxazolines, usually initiated by tosylates or other electrophilic compounds.8,19,30,31 Well-defined POx with relatively narrow dispersity index (Đ) ∼1.2 or even less27 are obtained. Variation of the Ox-substituent controls hydrophilicity32,33 of the final polymer or allows for post-polymerization modification of the POx backbone.34,35
Although many kinetic studies of POx can be found in literature, the results are often incomparable, as different conditions are frequently used; above all various solvents, initiators and polymerization temperatures36–38 (comprehensive literature overview can be found in ESI Table S1†). In recent years many studies have been conducted using the microwave technique,39 which shows significant differences from the reflux method.40 Furthermore, available kinetic studies of (co)polymerization of Ox monomers are usually based on running series of individual reactions or sampling from the reaction mixture with subsequent analysis by combination of gas chromatography (GC), size exclusion chromatography (SEC) and nuclear magnetic resonance (NMR).22,24,41,42
In this contribution, we have used in situ 1H NMR measurements which enabled frequent, quick and detailed tracking (herein with 10 minutes interval) of sample composition throughout the whole polymerization process from its initiation to full conversion of the monomers in a closed, undisturbed system.43–46
Here, we have focused on copolymerization of series of 2-substituted-2-oxazolines (2-ethyl-, 2-isopropyl-, 2-butyl-, 2-heptyl-, 2-nonyl-, and 2-phenyl-) with 2-dec-9′-enyl-2-oxazoline (DecOx), see Fig. 1. DecOx was chosen for its CC double bond to be later used for crosslinking of the copolymer to form network polymer films. Special attention was paid to selection of solvent suitable for this study (see the Experimental section) which would sufficiently well dissolve both monomers and copolymers and at the same time not impede polymerization kinetics. This contribution presents a novel approach using in situ 1H NMR spectroscopy for the above specified POx monomers to study the influence of their molar ratio in feed on sequential composition of the forming copolymer chain.
Fig. 1 Simplified reaction scheme indicating cationic ring-opening (co)polymerization (CROP) of 2-oxazolines and list of comonomers copolymerized with 2-dec-9′-enyl-2-oxazoline used in this study. |
Monomer(s) concentration in solvent was adjusted to 3 M for 2-ethyl-, 2-isopropyl- and 2-n-butyl-2-oxazoline-based mixtures and to 2 M for 2-heptyl-, 2-nonyl-, 2-phenyl- and 2-dec-9′-enyl-2-oxazoline in order to provide comparable (weight) amounts of the monomers in the corresponding reaction solutions.22 Three different monomer mixtures with ratios of the selected 2-oxazoline and DecOx were prepared and coded 90:10, 80:20 and 60:40. These code numbers mean the targeted ranges of molar ratios which naturally differ somewhat from the exact value from sample to sample and are given in Table 1. These ratios were chosen based on the consideration of future cross-linking using DecOx double bond and thus optimization of polymer network structure (not part of this publication). The polymerization temperature of 100 °C was chosen as a compromise ensuring both a relatively high reaction rate and a low extent of side-reactions.50 After the polymerization, samples were analyzed by SEC.
Intended molar ratio ROx: DecOx | Real molar ratio ROx:DecOx | |||||||
---|---|---|---|---|---|---|---|---|
Substituent R | Ethyl- | Isopropyl- | Butyl- | Heptyl- | Nonyl- | Phenyl- | Decenyl- | |
a Intended and real molar ratios of monomers, the average number of repeating monomer units per chain – average degree of polymerization n(i) as calculated from NMR spectra from monomer to initiator ratio (index i – initial) and polymer to initiator ratio (index f – final) (as compared to intended monomer/initiator ratio 100/1). The average ideal molecular weight of polymer chain (Mid) as obtained from n(i) and n obtained from n(f) and real molar ratios obtained from ratios of integrated peak areas (experimental error of NMR estimations 5%). n and w values and Đ are obtained from SEC. For definitions see ESI Table S2. | ||||||||
Molar ratio | 100:0 | |||||||
NMR | n(i)/n(f) | 65/62 | 78/75 | 65/65 | 67/68 | 60/56 | 55/40 | 70/70 |
id/n (103) | 6.4/6.1 | 8.8/8.5 | 8.3/8.3 | 11.5/11.5 | 11.8/11.0 | 8.1/5.9 | 14.6/14.6 | |
SEC | w/n (103) | 10.2/9.8 | 13.1/10.9 | 11.5/10.0 | 15.0/12.6 | 17.8/15.4 | 9.5/8.7 | 14.9/13.0 |
Đ | 1.05 | 1.11 | 1.13 | 1.14 | 1.16 | 1.09 | 1.14 | |
Molar ratio | 90:10 | 86:14 | 84:16 | 85:15 | 89:11 | 79:21 | 91:9 | — |
NMR | n(i)/n(f) | 70/60 | 60/60 | 60/58 | 67/68 | 62/55 | 78/35 | — |
id/n (103) | 6.9/5.9 | 6.8/6.8 | 7.6/7.4 | 11.5/11.5 | 12.2/10.8 | 11.4/5.1 | — | |
SEC | w/n (103) | 10.5/9.9 | 9.5/8.5 | 12.3/10.9 | 14.6/12.8 | 19.9/18.3 | 18.9/17.2 | — |
Đ | 1.06 | 1.11 | 1.11 | 1.15 | 1.09 | 1.11 | — | |
Molar ratio | 80:20 | 77:23 | 75:25 | 74:26 | 76:24 | 67:33 | 81:19 | — |
NMR | n(i)/n(f) | 66/59 | 67/69 | 65/63 | 79/73 | 82/72 | 50/35 | — |
id/n (103) | 6.5/5.8 | 7.9/7.9 | 8.2/8.0 | 13.2/12.3 | 16.2/14.2 | 7.4/5.1 | — | |
SEC | w/n (103) | 12.0/11.4 | 13.2/11.8 | 12.5/10.0 | 16.6/13.4 | 18.8/17.4 | 15.7/14.2 | — |
Đ | 1.05 | 1.10 | 1.15 | 1.18 | 1.08 | 1.10 | — | |
Molar ratio | 60:40 | 58:42 | 60:40 | 57:43 | 54:46 | 52:48 | 68:32 | |
NMR | n(i)/n(f) | 68/63 | 70/70 | 55/55 | 79/65 | 70/70 | 65/40 | — |
id/n (103) | 6.7/6.2 | 7.9/7.9 | 7.0/7.0 | 13.3/11.0 | 13.8/13.8 | 9.6/5.9 | — | |
SEC | w/n (103) | 14.3/13.5 | 13.2/12.3 | 14.0/12.4 | 16.8/14.8 | 18.8/17.4 | 17.5/15.4 | — |
Đ | 1.05 | 1.09 | 1.11 | 1.14 | 1.08 | 1.13 | — |
1H NMR spectra were acquired with Bruker Avance III 600 spectrometer operating at Larmor frequency of ν(1H) = 600.2 MHz. The width of 90° pulse was 10 μs, recycle delay (D1) 10 s. Each sample was placed in spectrometer preheated to 100 °C. Deuterated N,N-dimethylformamide-d7 (DMF) and hexamethyldisiloxane (HMDS) in a capillary were placed inside the NMR tube before its filling and sealing and used as external reference. Measurements were conducted every 10 minutes (data are averages over two scans) until full conversion of monomers was reached (usually 3–16 h) using a “zgdelay” pulse program (see ESI Section 2† for details).
Microwave polymerizations were carried out in automated microwave reactor in closed vials with magnetic stirrer (Robot Sixty, Biotage, Sweden) at 100 °C and reaction time of 4–10 hours.
Fig. 2 1H NMR spectra of monomers, exact chemical shifts are given in ESI,† peaks with asterisk corresponding to solvent butyronitrile, the cross corresponds to standard HMDS set at 0.05 ppm. Chemical shift of signals corresponding to butyronitrile in 1H NMR spectrum of PheOx to lower frequency is caused by strong shielding effects of the aromatic rings. |
Individual peaks obtained and identified for the copolymers are shown in Fig. 3a. DecOx double bonds found at 5.6 and 4.8 ppm are clearly distinguished and remain unchanged during the polymerization reaction. They can be used for calibration of the three changing oxazoline ring peaks.
At the same time, the peaks corresponding to the oxazoline rings (marked as closed oxazoline ring in Fig. 3) represent the monomers while the POx units are designated as opened oxazoline rings or polymer. Intensities of these peaks change during polymerization reaction; the two monomer peaks decrease while the polymer peak grows as shown in Fig. 3b.
The polymerization degree was calculated from ratio of integral intensity of the butyronitrile solvent peak, which remained constant throughout the reaction, to changing monomer and polymer signals. Using the constant solvent peak as an internal standard, also the real initial ratios of monomers in their mixtures were established from the ratio of DecOx to ROx integrated peaks at t = 0 (from spectra of initial mixture). The experimental molar ratio of monomers to initiator was also determined from the initial spectra and used for estimate of ideal copolymer chain degree of polymerization defined as n(i) given for individual mixtures in Table 1. By comparing the initiator peaks (at ∼6.9 and 7.5 ppm corresponding to the two peaks of benzene ring of reacted initiator) to polymer peaks at full monomer conversion, estimation of real average chain length and molecular weight of the copolymers can be made, see values of n(f), id, n in Table 1. The difference between n(i) and n(f) values roughly corresponds to the degree of side reactions in the particular comonomer mixture.
Molecular weights and dispersities obtained by SEC of the polymerized content of NMR-tubes and microwave vials for the NonOx/DecOx system are shown in ESI Section 5† for comparison and show only minor differences. The polymerization time was set to four hours, which according to NMR-based results corresponded to full conversion for all reaction mixtures, except for PheOx systems that demanded ten hours reaction times. The series of experiments conducted in NMR tubes clearly afford better control of the polymerization process, including suppression of side reactions often occurring during microwave polymerization,19,53 especially at high conversions and temperature fluctuations observed in microwave at larger volumes of reaction mixtures. Similar characteristics (monomodal, narrow distribution) were observed for all reactions conducted in NMR tubes. At the chosen temperature of 100 °C, side reactions are insignificant. Furthermore, in situ NMR-based study of POx kinetics proceeds in a closed system without any interruptions and external influences can be dismissed. On the other hand, the limitation of this method is the decreased accuracy of reading peak intensities at extreme points of the reaction course (very small peaks from the polymer initially and the vanishing peaks of the monomer at the end of the polymerization). Therefore, to ensure reproducibility, at least two measurements were conducted and the deconvolutions were determined from mean values of three independent calculations; the differences corresponded to 5% error (for data see ESI Section 6†).
In the case of the comonomers, with exception of PheOx/DecOx (see the shift in Fig. 2), the monomer peaks in NMR spectra overlap. In order to obtain concentration data for each monomer and each measurement, deconvolution analysis was used and the individual peaks and their intensities could thus be obtained as seen in Fig. 4. The fitting of appropriate 1H NMR signal(s) was carried out in TOP SPIN DNMR module by the following steps: firstly, the exact values of 1H NMR shift and J-coupling of each monomer separately were defined in “multiplet analysis – mana” plugin included in TOP SPIN software. Secondly, these parameters were transferred to DNMR module for a two-component system. In view of the fact that the analyzed signal(s) correspond to –CH2– groups, the pseudo-spin was defined as 1 (this agrees with DNMR Lineshape Analysis Software Manual). Then, the intensities of individual peaks were estimated based on expected copolymer ratio and final shape was calculated using automatic procedure of the DNMR module. Fitting of two curves in DNMR employs the minimization of the least-square difference function.54 The final copolymer ratio was obtained as calculated integral areas.
For the analysis of measured spectra following denotations and definitions were used (for overview see ESI Table S2†) c corresponds to relative monomer concentration proportional to molar concentration of both monomers and is obtained directly from 1H NMR spectra (by comparison of integrals of signals from monomers to internal standard); P is defined as the molar concentrations of both polymerized units, obtained directly from NMR spectra from integral ratios of signals from polymer to internal standard. It applies that c + P is constant throughout the reaction.
Monomer molar fractions in the reacting monomer mixture at time t with respect to the initial amount of both monomers, defined as
(1) |
The fraction of both polymerized monomer units p1+2 is defined as
(2) |
(3) |
By deconvolution of the peaks corresponding to c, molar fractions (f1, f2) of each monomer with respect to monomer mixture were obtained, where
(4) |
Molar fractions of each monomer in the whole mixture x1 and x2, defined as
x1 = x1+2 × f1, x2 = x1+2 × f2 | (5) |
Conversions of monomers 1 and 2, α1, α2 are calculated as
(6) |
Molar fractions of monomer units in polymer cannot be obtained directly from the spectra as the polymer species are represented by one single broad peak. However, these values are calculated from consumption of monomers as the integral fractions F1 and F2
(7) |
(8) |
ROx | t1/2 [min] | |||
---|---|---|---|---|
Molar ratio ROx:DecOx | ||||
100:0 | 90:10 | 80:20 | 60:40 | |
EtOx | 34 | 32 | 33 | 33 |
IPrOx | 65 | 54 | 38 | 43 |
BuOx | 35 | 32 | 32 | 33 |
HepOx | 43 | 38 | 53 | 53 |
NonOx | 37 | 58 | 57 | 55 |
PheOx | 79 | 190 | 210 | 175 |
DecOx | 78 | — | — | — |
When copolymerization of the oxazolines with DecOx is considered, the half-times are dependent on both monomer substituent type and ratio, also shown in Fig. 5. In the investigated group of six oxazoline comonomers, the short aliphatic side chains (EtOx and BuOx) in copolymerization with DecOx show almost identical half-times as their corresponding homopolymers. Longer aliphatic species in side chain increase the polymerization times with their increasing concentration in feed (HepOx, NonOx). The combination of PheOx with DecOx in the feed is quite distinct: for the three studied ratios, the half-times are more than doubled compared to homopolymers of both monomers. On the other hand, presence of isopropyl substituent causes shortening of the observed copolymerization rate. Clearly, the half-times of copolymerizing systems result from complex mechanism and mutual influences of both comonomers. However, the single half-time value provides only first approximation on reaction rate but little information on the individual monomer consumption and monomer sequencing in the copolymer chain.
Fig. 5 Monomer conversion as a function of time for (a) 90:10 and (b) 60:40 monomer ratios of oxazoline mixtures, showing full conversion of the systems and full conversion of 2-phenyl-2-oxazoline in the insets. Detailed graphs with data point are depicted in ESI Fig S4.† |
At this point, it would be interesting to view the rates of consumption of each monomer in the copolymerizing systems. Therefore, we performed deconvolution of the individual monomer peaks in the 1H NMR spectra (as described in detail above) which enabled direct observation of monomer consumption from the feed. This data provides basis for detailed analysis of the copolymerization kinetics. Firstly, Table 1 presents average chain lengths and molecular weights of the homopolymers and copolymers (n) obtained experimentally from 1H NMR, calculated from integral peak ratios of the polymer at full conversion and monomer composition according to eqn (1) and (2) and the same parameters obtained from SEC with materials prepared in microwave for comparison.
Full monomer conversion α (eqn (3)) for mixtures has been confirmed by the disappearance of 1H NMR peaks corresponding to the oxazoline rings (Fig. 3b).
As a first step, experimental data in Table 2 were extended to include half-times of each monomer in the pair. Interesting observations can be made by comparing these individual half-times: for example, if the monomer half-time in a mixture significantly differs from its homopolymerization, it is a sign of the effect of environment and dilution by the other comonomer on its reactivity in CROP, such as DecOx in EtOx/DecOx (90:10) or PheOx in PheOx/DecOx (all ratios), cf. see ESI Table S5.† The interpretation of individual half-times for various monomer ratios is, however, not straightforward. The 1H NMR analysis enables much more detailed insight into the copolymer chain composition evolving in time. As a first step, monomer relative molar concentrations x1 and x2 were obtained from the deconvolution of monomer peaks and calculated according to eqn (1) and (5). (For plots with experimental data see ESI, Fig. S5 and S6†). Then, the composition of the copolymer was characterized as it developed in time by the composition of monomer mixture in feed characterized by monomer molar fractions f1, f2, integral content of polymerized units in copolymer chains from beginning of copolymerization (F1, F2), differential copolymer composition added during a time interval (ΔF1, ΔF2) and conversions of monomers 1 and 2 (α1, α2) (eqn (4)–(8)). It is especially F1, F2 and α1, α2 as they change in time that offer information about the sequential structure (random, gradient, block) of the copolymers. Below, we will discuss the sequential structure development for each comonomer pair separately, illustrated by panel with four diagrams showing dependence of monomer 1 expressed by f1, F1 and ΔF1 (Fig. 6–11(a), (b) and (c) respectively) – while the parameters for DecOx (monomer 2) are superfluous being complement to 1 (see variable definition above or in ESI Table S2†). In Fig. 6–11(d) the conversion of each monomer in time α1, α2 included for each system shows mutual rate of the incorporation of monomers into the polymer chain providing direct information on the type of forming copolymer. The individual conversions α1, α2 are plotted on the scale 0–1 for each monomer in order to compare the relative rates of their consumption. Changes of monomer molar fractions x1 andx2 obtained from deconvolution of 1H NMR spectra plotted as a function of time and conversion α that were used for calculations of described parameters are given in ESI, Fig. S5 and S6.† Also, graphs shown below but including data points for clarity can be found in ESI, Fig. S7–S10.†
Fig. 6 2-Ethyl-2-oxazoline/2-decenyl-2-oxazoline system. Dependence of EtOx (monomer 1) expressed as (a) f1, (b) F1, (c) ΔF1 and (d) α1, α2 plotted as functions of monomer conversion α and fitted by 4th polynomial function for easy viewing. The horizontal lines in (a–c) denote the starting monomer mixture composition determined experimentally from 1H NMR spectra, in (d) full lines represent EtOx and dashed lines DecOx monomers. Graphs including experimental points are presented in ESI.† |
Slower reaction of DecOx compared to ethyl in the mixtures 90:10 and 80:20 can be the reason for the initial tendency to form EtOx-rich block. The formation of DecOx-rich copolymer is the consequence of depletion of monomer mixture by ethyl at higher conversions.
Fig. 7 2-iPropyl-2-oxazoline/2-decenyl-2-oxazoline system. Dependence of iPrOx (monomer 1) expressed as (a) f1, (b) F1, (c) ΔF1 and (d) α1, α2 plotted as functions of monomer conversion α and fitted by 4th polynomial function for easy viewing. The horizontal lines in (a–c) denote the starting monomer mixture composition determined experimentally from 1H NMR spectra, in (d) full lines represent iPrOx and dashed lines DecOx monomers. Graphs including experimental points are presented in ESI.† |
Fig. 8 2-Butyl-2-oxazoline/2-decenyl-2-oxazoline system. Dependence of BuOx (monomer 1) expressed as (a) f1, (b) F1, (c) ΔF1 and (d) α1, α2 plotted as functions of monomer conversion α and fitted by 4th polynomial function for easy viewing. The horizontal lines in (a–c) denote the starting monomer mixture composition determined experimentally from 1H NMR spectra, in (d) full lines represent BuOx and dashed lines DecOx monomers. Graphs including experimental points are presented in ESI.† |
Fig. 9 2-Heptyl-2-oxazoline/2-decenyl-2-oxazoline system. Dependence of HepOx (monomer 1) expressed as (a) f1, (b) F1, (c) ΔF1 and (d) α1, α2 plotted as functions of monomer conversion α and fitted by 4th polynomial function for easy viewing. The horizontal lines in (a–c) denote the starting monomer mixture composition determined experimentally from 1H NMR spectra, in (d) full lines represent HepOx and dashed lines DecOx monomers. Graphs including experimental points are presented in ESI.† |
Fig. 10 2-Nonyl-2-oxazoline/2-decenyl-2-oxazoline system. Dependence of NonOx (monomer 1) expressed as(a) f1, (b) F1, (c) ΔF1 and (d) α1, α2 plotted as functions of monomer conversion α and fitted by 4th polynomial function for easy viewing. The horizontal lines in (a–c) denote the starting monomer mixture composition determined experimentally from 1H NMR spectra, in (d) full lines represent NonOx and dashed lines DecOx monomers. Graphs including experimental points are presented in ESI.† |
Fig. 11 2-Phenyl-2-oxazoline/2-decenyl-2-oxazoline system. Dependence of PheOx (monomer 1) expressed as (a) f1, (b) F1, (c) ΔF1 and (d) α1, α2 plotted as functions of monomer conversion α and fitted by 4th polynomial function for easy viewing. The horizontal lines in (a–c) denote the starting monomer mixture composition determined experimentally from 1H NMR spectra, in (d) full lines represent PheOx and dashed lines DecOx monomers. Graphs including experimental points are presented in ESI.† |
Moreover, the spatial distribution of growth centers and monomer molecules can be non-random. The deviation from randomness can be caused by association (clustering) of polar and hydrophobic moieties. The tendency of aliphatic chain substituents to ordering by forming liquid-crystalline structures well documented in the literature can be another reason. Recently, the importance of the solvent effect on the sequential structure of Ox copolymers has been stressed.55 At present, we have no experimental information about the level of aggregation and ordering in these systems.
A short analysis reveals the following features of DecOx-poor mixtures in butyronitrile: the tendencies to form block versus random copolymers are seen to vary for all monomer mixtures depending on the used ratios; a gradient copolymer is usually formed as a transition from block to random-copolymer structure. It can also be concluded that the more structurally similar comonomers form random rather than block-copolymer structures, as is the case for NonOx/DecOx and partly the HepOx/DecOx systems. On the other hand, the BuOx/DecOx and PheOx/DecOx show high tendency to form block copolymers, independently on their initial ratios.
The fact that the choice of substituent strongly influences the composition and microstructure of the forming copolymer has also been established for other Ox pairs.48,56 However, it can be concluded that the monomer ratio has a strong effect on formation of the final polymer morphology. Furthermore, the degree of change in polymer microstructure depending on the initial monomer composition seems to depend on the length of the side-group compared to DecOx and hints to the effect of alignment of the paraffinic side chains. For instance, only 10% increase in the ratio of DecOx to EtOx in the initial mixture alters the polymer morphology from block to random copolymer. On the contrary, more electron-withdrawing substituents such as the phenyl-group clearly induce block copolymerization with small composition changes.
The experimental results obtained by in situ NMR method described here can be compared with predictions obtained by new “visualization method”57,58 of monomer units sequential distribution based on the complete Mayo–Lewis scheme (not steady-state) amended by possible side reactions which uses Monte Carlo method for sampling growing chains. Alternatively, the NMR results could supplement the information by the environment effect not accounted for in the visualization method.
Our results confirm that in CROP the Ox monomers show unpredictable behavior in butyronitrile with a tendency toward formation of block, statistical or random copolymers. Final microstructure depends strongly on the nature of monomer side-group and molar ratio of the Ox comonomers. We also have observed that the usually used Fineman–Ross approximation can be used only in cases where the Ox co-monomers shows tendency to form the same copolymer type for all ratios (BuOx/DecOx and PheOx/DecOx systems in our work).
Future work in this direction should include characterization of aggregation and ordering phenomena to elucidate the changes in the microenvironment (SAXS, SANS, NMR) to complement the existing new computational method for predicting sequential distribution.57 This will offer the tools to design specific polymer architecture including the cross-linkable copolymers. Such topological information coupled with exact statistical branching theory59 will make possible in-depth description of the network structure.
Footnote |
† Electronic supplementary information (ESI) available. See DOI: 10.1039/d1ra01509e |
This journal is © The Royal Society of Chemistry 2021 |