2021
GeoMol: Torsional Geometric Generation of Molecular 3D Conformer Ensembles
Octavian-Eugen Ganea, Lagnajit Pattanaik, Connor W. Coley, Regina Barzilay, Klavs Jensen, William Green +1
NeurIPS 2021spotlight
Prediction of a molecule’s 3D conformer ensemble from the molecular graph holds a key role in areas of cheminformatics and drug discovery. Existing generative models have several drawbacks including lack of modeling important molecular geometry elements (e.g., torsion angles), separate optimization…