In this study, ReaxFF-based reaction exploration simulations were conducted using LAMMPS with additional acceleration libraries. PESmapping utilizes the Plumed 55 module to enable acceleration through collective variable-driven hyperdynamics (CVHD). CTY-TAD uses reflective wall potentials for acceleration, implemented in a customized version of LAMMPS . Both simulations used the ReaxFF/CHO2016 force field with version 2 of CTY as the framework to initiate simulations and detect reactions. CTY also provides structures of all observed molecules optimized at ReaxFF/CHO2016 level. For activation energy (∆E) and activation entropy (∆S) calculations, AMS was employed with ReaxFF/CHO2016 using the ideal gas and rigid rotor harmonic oscillator (RRHO) model at 1 atm and 3000 K, conducting TS searches or product optimizations for barrierless reactions. Furthermore, a stability check of the found products was done using ReaxFF.