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Shyue Ping Ong

Shyue Ping Ong

Apr 07, 20261 min read

Publications

  • Commentary: The Materials Project: A materials genome approach to accelerating materials innovation
  • Python Materials Genomics (pymatgen): A robust, open-source python library for materials analysis
  • Atomate: A high-level interface to generate, execute, and analyze computational materials science workflows
  • Graph Networks as a Universal Machine Learning Framework for Molecules and Crystals
  • A universal graph deep learning interatomic potential for the periodic table
  • Developments and applications of the OPTIMADE API for materials discovery, design, and data exchange
  • Robust training of machine learning interatomic potentials with dimensionality reduction and stratified sampling

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Backlinks

  • A universal graph deep learning interatomic potential for the periodic table
  • Atomate: A high-level interface to generate, execute, and analyze computational materials science workflows
  • Commentary: The Materials Project: A materials genome approach to accelerating materials innovation
  • Graph Networks as a Universal Machine Learning Framework for Molecules and Crystals
  • Python Materials Genomics (pymatgen): A robust, open-source python library for materials analysis
  • Robust training of machine learning interatomic potentials with dimensionality reduction and stratified sampling

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