The Lennard-Jones potential is a mathematical model that describes the interaction between a pair of neutral atoms or molecules based on their distance. It accounts for both attractive forces at long ranges and repulsive forces at short ranges, making it crucial for simulations in molecular dynamics and understanding intermolecular forces.