Vuong Van Pham

Molecular physics-informed neural network (mPINN) for solving the molecular dynamics equation of motion with energy conservation

The results demonstrate that the mPINN architecture functions as a reliable, physics-constrained ML framework capable of delivering high-fidelity trajectory predictions for complex multi-body molecular systems.