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Exploring the Reaction Network of Acetic Acid in Supercritical Water via Machine Learning Interatomic Potential

Jae Hyun Ryu, Soohee Kim, Minwoo Kim, Ji Woong Yu*, Tae Jun Yoon*, Won Bo Lee* (Co-corresponding author)

Journal of Chemical Information and ModelingVol. 65, No. 16, pp. 8614-8623(2025)DOI
MLFF

Abstract

The reaction network of acetic acid decomposition in supercritical water is explored using machine learning interatomic potentials, mapping out reaction pathways and kinetics that are inaccessible to conventional ab initio molecular dynamics.