Graph Learning on Ensembles of Cyclic Peptides: An Investigation of Molecular Ensemble Modeling
By Aaron Feller · Paper · cs.LG
Molecular property prediction from structure often uses a single representative conformation, even though many molecules exist as conformational ensembles in solution. We introduce EnsembleEGNN, a molecular ensemble foundation model that encodes an ensemble by first encoding each