Integrating Large Language Models For Monte Carlo Simulation of Chemical Reaction Networks. - Sadikshya Gyawali; Ashwini Mandal; Manish Dahal; Manish Awale; Sanjay Rijal; Shital Adhikari; Vaghawan Ojha (CoRR, 2025)