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Justin S. Smith

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Papers (7)

  1. Machine learning for molecular dynamics with strongly correlated electrons cond-mat.str-el · 2018 · author #2
  2. Transferable Molecular Charge Assignment Using Deep Neural Networks physics.chem-ph · 2018 · author #3
  3. Less is more: sampling chemical space with active learning physics.comp-ph · 2018 · author #1
  4. Learning to Navigate: Exploiting Deep Networks to Inform Sample-Based Planning During Vision-Based Navigation cs.RO · 2018 · author #1
  5. Hierarchical modeling of molecular energies using a deep neural network stat.ML · 2017 · author #2
  6. ANI-1: A data set of 20M off-equilibrium DFT calculations for organic molecules physics.chem-ph · 2017 · author #1
  7. ANI-1: An extensible neural network potential with DFT accuracy at force field computational cost physics.chem-ph · 2016 · author #1

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