Catalysis involves complex chemical reactions and fluid dynamics, which are inherently multi-scale and multi-physics in nature. OpenFOAM offers a comprehensive platform to simulate these processes, providing insights into reaction mechanisms, heat and mass transfer, and fluid flow characteristics.