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Supporting Information: Toward learned chemical perception of force field typing rules
- Authors
- Zanette, CamilaBannan, Caitlin C.Bayly, Christopher I.Fass, Josh4 more author(s)...
- Description
Summary from Dryad: "Abstract: The Open Force Field Initiative seeks to to automate force field development in order to advance force fields and improve accuracy (openforcefield.org). An important part of this effort includes automating the determination of chemical perception --- that is, the way force field parameters are assigned to a molecule based on chemical environment. We developed a novel...
- Subject
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Molecular Dynamics SimulationMonte Carlo Method
- Access Rights
- Free to All
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SPICE 2.0.1
- Authors
- Eastman, PeterBehara, Pavan KumarDotson, DavidGalvelis, Raimondas8 more author(s)...
- Description
Description from Zenodo: "SPICE (Small-Molecule/Protein Interaction Chemical Energies) is a collection of quantum mechanical data for training potential functions. The emphasis is particularly on simulating drug-like small molecules interacting with proteins. It is described in this publication: Peter Eastman, Pavan Kumar Behara, David L. Dotson, Raimondas Galvelis, John E. Herr, Josh T. Horton,...
- Subject
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Machine LearningMolecular Dynamics SimulationQuantum Theory
- Access Rights
- Free to All