Toward an automated convergence tool for kinetic Monte Carlo simulation of conversion, distributions, and their averages in non-dispersed phase linear chain-growth …

AD Trigilio, YW Marien… - Industrial & …, 2023 - ACS Publications
The time evolution of (bio) chemical processes, specifically those involving distributed
species as in polymer synthesis and recycling, can be obtained using Gillespie-based …

Using Active Learning for the Computational Design of Polymer Molecular Weight Distributions

H Zhou, Y Fang, H Gao - ACS Engineering Au, 2023 - ACS Publications
The design of the reaction conditions is essential for controlling polymerization to synthesize
polymers with desired properties. However, the experimental screening of the reaction …

Simulation time analysis of kinetic Monte Carlo algorithmic steps for basic radical (de) polymerization kinetics of linear polymers

AD Trigilio, YW Marien, M Edeleva… - Reaction Chemistry & …, 2023 - pubs.rsc.org
The relevance of kinetic Monte Carlo (kMC) algorithms and modeling to obtain and tune
detailed molecular information for (bio) chemical kinetic systems is growing. A bottleneck …

[HTML][HTML] Kinetic Monte Carlo Convergence Demands for Thermochemical Recycling Kinetics of Vinyl Polymers with Dominant Depropagation

EKC Moens, YW Marien, AD Trigilio, KM Van Geem… - Processes, 2023 - mdpi.com
As societal interest in recycling of plastics increases, modeling thermochemical recycling of
vinyl polymers, eg, via pyrolysis or reactive extrusion, becomes increasingly important. A key …

[HTML][HTML] Understanding ceiling temperature as a predictive design parameter for circular polymers

X Liu, S Kozarekar, A Shaw, TQ Xu, EYX Chen… - Cell Reports Physical …, 2024 - cell.com
The rise of polymeric materials marks a notable achievement of the past century, yet
challenges in recycling have led to their accumulation in various environments. Efforts to …

[图书][B] Computational modeling of polymerization and degradation of complex polymer systems

RE Harmon - 2022 - search.proquest.com
Oil paintings are complex works of art, even on the molecular level. Drying oils cure into a
solid film through autoxidation and polymerization reactions and then degrade, leading to …