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  • Supporting Information: Toward learned chemical perception of force field typing rules

    Authors
    Zanette, Camila
    Bannan, Caitlin C.
    Bayly, Christopher I.
    Fass, Josh
    4 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
    Molecular Dynamics Simulation
    Monte Carlo Method
    Access Rights
    Free to All
  • SPICE 2.0.1

    Authors
    Eastman, Peter
    Behara, Pavan Kumar
    Dotson, David
    Galvelis, Raimondas
    8 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
    Machine Learning
    Molecular Dynamics Simulation
    Quantum Theory
    Access Rights
    Free to All