Potential functions, often referred to as force fields in molecular dynamics, represent mathematical models used to approximate the potential energy of a system of particles. These functions are essential for simulating the behavior of catalytic systems at the atomic and molecular levels, providing insights into reaction pathways, intermediates, and transition states.