Despite its advances, theoretical catalysis faces several challenges. One significant challenge is the accurate modeling of solvent effects, which can significantly influence catalytic behavior. Another challenge is the computational cost associated with high-level quantum mechanical calculations for large systems. Additionally, bridging the gap between theory and experiment remains a critical challenge, as theoretical models must be validated and refined based on experimental data.