Scalable Foundation Interatomic Potentials via Message-Passing Pruning and Graph Partitioning

Lingyu Kong, Jaeheon Shim, Guoxiang Hu +1

Atomistic foundation models (AFMs) have great promise as accurate interatomic potentials, and have enabled data-efficient molecular dynamics simulations with near quantum mechanica…