Critical AI/ML Frontiers Driving Physics Discovery

Presentations

• Scientific Foundation Models - Toward Automated Learning of Physics Directly From Sensory Datasets in HEP

  ORAL · Invited

  March 19, 2026, 10:30 AM – March 19, 2026, 11:06 AM

  Publication: https://iopscience.iop.org/article/10.1088/2632-2153/ae47b8
  https://arxiv.org/abs/2512.01324
  https://openreview.net/forum?id=N9xLKbMXKW

  Presenters

  • Kazuhiro Terao

    • SLAC

  Authors

  • Kazuhiro Terao

    • SLAC

  • Samuel Young

    • Stanford University / SLAC National Accelerator Laboratory

  View abstract →

• Bayesian Statistical Machine Learning for Nuclear Physics

  ORAL · Invited

  March 19, 2026, 11:06 AM – March 19, 2026, 11:42 AM

  Presenters

  • Chun Shen

    • Wayne State University

  Authors

  • Chun Shen

    • Wayne State University

  View abstract →

• Hardware AI Co-Design for Large Hadron Collider 

  ORAL · Invited

  March 19, 2026, 11:42 AM – March 19, 2026, 12:18 PM

  Presenters

  • Mia Liu

    • Purdue

  Authors

  • Mia Liu

    • Purdue

  View abstract →