Several strategies can be employed to improve the accuracy and efficiency of KMC simulations:
Combining KMC with ab initio methods like DFT to obtain accurate rate constants. Using advanced algorithms, such as the Gillespie algorithm, to enhance computational efficiency. Incorporating machine learning techniques to predict rate constants and identify important reaction pathways.
