Source of Processable Vitrimer Viscosities: Swap Frequencies and Steric Factors

Research output: Contribution to journalArticlepeer-review

6 Scopus citations

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.

Original languageEnglish
Pages (from-to)11020-11029
Number of pages10
JournalMacromolecules
Volume57
Issue number23
DOIs
StatePublished - Dec 10 2024

Funding

The authors thank Sirui Ge for providing the raw data of un-cross-linked PDMS viscosities, used for simulation to experiment viscosity calibration. This research was sponsored by the Laboratory Directed Research and Development Program of Oak Ridge National Laboratory, managed by UT-Battelle, LLC, for the U.S. Department of Energy. This research used resources of the Oak Ridge Leadership Computing Facility (OLCF) at the Oak Ridge National Laboratory, which is supported by the Office of Science of the U.S. Department of Energy under Contract No. DE-AC05-00OR22725. The initial molecular dynamics vitrimer network creation and methodology test simulations were conducted as part of a user project at the Center for Nanophase Materials Sciences (CNMS), which is a US Department of Energy, Office of Science User Facility at Oak Ridge National Laboratory.

Fingerprint

Dive into the research topics of 'Source of Processable Vitrimer Viscosities: Swap Frequencies and Steric Factors'. Together they form a unique fingerprint.

Cite this