Search Results for author: David L. Dotson

Found 1 papers, 0 papers with code

SPICE, A Dataset of Drug-like Molecules and Peptides for Training Machine Learning Potentials

no code implementations21 Sep 2022 Peter Eastman, Pavan Kumar Behara, David L. Dotson, Raimondas Galvelis, John E. Herr, Josh T. Horton, Yuezhi Mao, John D. Chodera, Benjamin P. Pritchard, Yuanqing Wang, Gianni de Fabritiis, Thomas E. Markland

Machine learning potentials are an important tool for molecular simulation, but their development is held back by a shortage of high quality datasets to train them on.

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