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Robert J. Appleton

Robert J. Appleton

Apr 07, 20261 min read

Publications

  • How accurate is density functional theory at high pressures?
  • Discovery of new high-pressure phases – integrating high-throughput DFT simulations, graph neural networks, and active learning
  • Multi‐Task Multi‐Fidelity Learning of Properties for Energetic Materials
  • Mapping microstructure to shock-induced temperature fields using deep learning

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Backlinks

  • Discovery of new high-pressure phases – integrating high-throughput DFT simulations, graph neural networks, and active learning
  • How accurate is density functional theory at high pressures?
  • Mapping microstructure to shock-induced temperature fields using deep learning
  • Multi‐Task Multi‐Fidelity Learning of Properties for Energetic Materials
  • Discovery of new high-pressure phases – integrating high-throughput DFT simulations, graph neural networks, and active learning
  • How accurate is density functional theory at high pressures?

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