Toward Generalizable Surrogate Models for Molecular Dynamics via Graph Neural Networks

Judah Immanuel, Avik Mahata, Aniruddha Maiti

We present a graph neural network (GNN) based surrogate framework for molecular dynamics simulations that directly predicts atomic displacements and learns the underlying evolution…