Soumya Mondal

Local Variational Graph Coarsening for Machine Learning Coarse-Grained Molecular Dynamics Simulations

This work introduces a multilevel graph-coarsening framework for coarse graining, inspired by recent advances in graph reduction with spectral and cut guarantees, and provides a data-driven bottom-up computational framework for the development of systematically improvable CG potentials with controlled accuracy and phys...