Despite its advantages, KMC also faces some challenges:
- Computational Cost - Simulating large systems or long timescales can be computationally expensive. - Parameter Sensitivity - The accuracy of KMC simulations depends heavily on the input parameters, such as reaction rates and activation energies. - Event Cataloging - Creating a comprehensive list of possible events and their rates can be challenging, especially for complex catalytic systems.