Source of Processable Vitrimer Viscosities: Swap Frequencies and Steric Factors

IF 5.2 1区 化学 Q1 POLYMER SCIENCE Macromolecules Pub Date : 2024-11-28 DOI:10.1021/acs.macromol.4c01943
Shalini J. Rukmani, Sungjin Kim, Md Anisur Rahman, Xiao Zhao, Alexei P. Sokolov, Tomonori Saito, Loukas Petridis, Jan-Michael Carrillo, Aditya Savara
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Abstract

Vitrimers exhibit high, processable viscosities, where other polymers do not, and are among the most promising polymers for closed-loop material circularity. We sought to investigate the underlying chemical kinetic factors that result in high viscosities for vitrimers, which are crucial to designing vitrimers with tunable viscosity. To interrogate these factors, we achieved the first simulated predictions of real vitrimer viscosities, using a novel kinetic Monte Carlo molecular dynamics method, overcoming the time and length scale gaps to predict experimental bulk viscosities. The vitrimer architecture investigated is based on poly(dimethylsiloxane) chains and vinylogous urethane bond swaps. We probed the effects of the extent of free swapping groups, %F, the activation energy, EA, and the steric factor, ρ. The steric factor is related to the intrinsic reaction probability for molecules with sufficient energy. All three factors were found to be significant, but the role of ρ was found to be the biggest and also the most underappreciated. The results show that the inclusion of accurate ρ is of critical importance for viscosity predictions, with the evidence suggesting that the typical assumption of ρ = 1 is not valid for vitrimers and that, indeed, very low steric factors are present in bond-swap vitrimers such that values of ρ < 10–10 may be typical. This greatly influences the bond exchange rates and, ultimately, the viscosities. Recognition of this result is necessary for the prediction of vitrimer viscosities from molecular simulations and to make vitrimers by design from molecular dynamics. We also investigated the effects that EA, ρ, and the number of free swapping groups have upon vitreous range temperatures, TV, with respect to achieving a specific viscosity (ηV = 1 × 108 Pa·s), as well as for a commonly reported higher viscosity extrapolation (ηV = 1 × 1012 Pa·s). The evidence suggests that vitrimers may follow universal curves for EA vs TV, as a function of ρ. This study achieves the first of these comparisons of molecular simulations to experiments and reveals critical insights toward creating vitrimers by design, while providing a route for the prediction of TV from kinetic Monte Carlo molecular dynamics simulations.

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可加工玻璃体粘度的来源:交换频率和位阻因素
玻璃体具有高的、可加工的粘度,这是其他聚合物所没有的,并且是闭环材料循环中最有前途的聚合物之一。我们试图研究导致玻璃体高粘度的潜在化学动力学因素,这对于设计具有可调粘度的玻璃体至关重要。为了探究这些因素,我们利用一种新颖的动力学蒙特卡罗分子动力学方法,克服了时间和长度尺度的差距,实现了对真实玻璃体粘度的首次模拟预测。所研究的玻璃体结构是基于聚二甲基硅氧烷链和乙烯基氨基甲酸乙酯键交换。我们探讨了自由交换基团的程度,%F,活化能,EA和空间因子,ρ的影响。空间因子与能量充足的分子的本征反应概率有关。这三个因素都很重要,但ρ的作用是最大的,也是最不被重视的。结果表明,精确的ρ对于粘度预测是至关重要的,有证据表明,典型的ρ = 1的假设对玻璃相体是无效的,事实上,键交换玻璃相体中存在非常低的空间因子,使得ρ <的值;10-10可能是典型的。这极大地影响了债券汇率,并最终影响了债券的粘度。认识到这一结果对于从分子模拟中预测玻璃体粘度和从分子动力学中设计制造玻璃体是必要的。我们还研究了EA, ρ和自由交换基团的数量对玻璃体范围温度TV的影响,相对于获得特定粘度(ηV = 1 × 108 Pa·s),以及通常报道的更高粘度外推(ηV = 1 × 1012 Pa·s)。有证据表明,vitrimers可能遵循EA与TV的通用曲线,作为ρ的函数。本研究首次实现了分子模拟与实验的比较,揭示了通过设计创建玻璃化物的关键见解,同时为从动力学蒙特卡罗分子动力学模拟中预测TV提供了一条途径。
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来源期刊
Macromolecules
Macromolecules 工程技术-高分子科学
CiteScore
9.30
自引率
16.40%
发文量
942
审稿时长
2 months
期刊介绍: Macromolecules publishes original, fundamental, and impactful research on all aspects of polymer science. Topics of interest include synthesis (e.g., controlled polymerizations, polymerization catalysis, post polymerization modification, new monomer structures and polymer architectures, and polymerization mechanisms/kinetics analysis); phase behavior, thermodynamics, dynamic, and ordering/disordering phenomena (e.g., self-assembly, gelation, crystallization, solution/melt/solid-state characteristics); structure and properties (e.g., mechanical and rheological properties, surface/interfacial characteristics, electronic and transport properties); new state of the art characterization (e.g., spectroscopy, scattering, microscopy, rheology), simulation (e.g., Monte Carlo, molecular dynamics, multi-scale/coarse-grained modeling), and theoretical methods. Renewable/sustainable polymers, polymer networks, responsive polymers, electro-, magneto- and opto-active macromolecules, inorganic polymers, charge-transporting polymers (ion-containing, semiconducting, and conducting), nanostructured polymers, and polymer composites are also of interest. Typical papers published in Macromolecules showcase important and innovative concepts, experimental methods/observations, and theoretical/computational approaches that demonstrate a fundamental advance in the understanding of polymers.
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