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International Scientific Council for Island Development

France

1 paper here2 citations across 1
fields
  • physics.chem-ph1
ROR 001mfwh65OpenAlex

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most citedTowards Improved Quantum Machine Learning for Molecular Force Fields

2 citations

researchers with a paper here
  • Hirofumi Nishi1 · h 12
  • Natsuki Ito1 · h 1
  • Shunsuke Daimon1 · h 3
  • Yannick Couzini'e1 · h 3
  • Y. Matsushita1 · h 14
  • Yusuke Harazono1 · h 1
collaborating institutions
  • National Institutes for Quantum Science and TechnologyJP1 paper
  • NGK Insulators (Japan)JP1 paper
  • Quest Diagnostics (United States)US1 paper
  • The University of TokyoJP1 paper

1 paper

physics.chem-ph2025★ 2 cited

Towards Improved Quantum Machine Learning for Molecular Force Fields

Yannick Couzinié, Shunsuke Daimon, Hirofumi Nishi +3

This study explores the use of equivariant quantum neural networks (QNN) for generating molecular force fields, focusing on the rMD17 dataset. We consider a QNN architecture based…

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