A Physics-Augmented Deep Learning Framework for Classifying Single Molecule Force Spectroscopy Data

Cailong Hua, Sivaraman Rajaganapathy, Rebecca A. Slick, J. Vavra, Joseph M. Muretta +2 more
2/14/2026

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@article{hua2026physicsaugmented,
  title  = {A Physics-Augmented Deep Learning Framework for Classifying Single Molecule Force Spectroscopy Data},
  author = {Cailong Hua and Sivaraman Rajaganapathy and Rebecca A. Slick and J. Vavra and Joseph M. Muretta and James M. Ervasti and M. Salapaka},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:7111d45dc4dd3c72a2d5dd666bd3aa25de5ea28a},
  journal = {ICML 2025 2025}
}

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