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Machine Learning for Fundamental Physics School (ML4FP) 2026

1–5 Jun 2026
Marcus Nanotechnology Building
US/Eastern timezone

Contribution List

25 out of 25 displayed
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  1. 1. Welcome
    Aishik Ghosh (Georgia Institute of Technology), Dennis Noll (Stanford University), Elham Khoda (University of British Columbia, Vancouver), Melissa Quinnan (Univ. of California San Diego (US)), Yifan Chen (SLAC National Accelerator Laboratory (US))
    01/06/2026, 08:45

    Please fill the Survey Form

    https://forms.gle/yhTbkfZjRnbHrXWi9

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  2. 2. Introduction to Machine Learning: Part I
    Melissa Quinnan (Univ. of California San Diego (US))
    01/06/2026, 09:00
  3. 3. Tutorial: Intro to Neural Networks I
    Elham Khoda (University of British Columbia, Vancouver), Roger Huang (Lawrence Berkeley National Lab)
    01/06/2026, 11:00

    NERSC Jupyterhub
    https://jupyter.nersc.gov

    Tutorial GitHub Repository
    https://github.com/ml4fp/2026-gatech

    Tutorial Instructions
    https://docs.google.com/presentation/d/1X1Z2Mks9atCR2TBAHuqNWVpVjoRuYsBKHb-UVZgwQ3o/edit?usp=sharing

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  4. 4. Introduction to Machine Learning: Part II
    Dennis Noll (Stanford University)
    01/06/2026, 14:00
  5. 5. Tutorial: Intro to Neural Networks II
    Elham Khoda (University of British Columbia, Vancouver), Roger Huang (Lawrence Berkeley National Lab)
    01/06/2026, 16:00
  6. 6. Overview of ML in collider physics
    Aishik Ghosh (Georgia Institute of Technology)
    02/06/2026, 09:00
  7. 7. Overview of ML in neutrino physics
    Yifan Chen (SLAC National Accelerator Laboratory (US))
    02/06/2026, 09:45
  8. 8. Differentiable Programming
    Yifan Chen (SLAC National Accelerator Laboratory (US))
    02/06/2026, 11:00

    NERSC Jupyterhub
    https://jupyter.nersc.gov

    Tutorial GitHub Repository
    [https://github.com/ml4fp/2026-gatech/tree/main/sessions/02_diff_prog][2]

    Tutorial Instructions: Day 2
    [Link to Day 2 instructions][3]

    ...

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  9. 9. Simulation-based Inference: Part I
    Aishik Ghosh (Georgia Institute of Technology), Eddie Mcgrady (University of Notre Dame (US))
    02/06/2026, 14:00
  10. 10. Simulation-based Inference: Part II
    Aishik Ghosh (Georgia Institute of Technology), Eddie Mcgrady (University of Notre Dame (US))
    02/06/2026, 16:00

    NERSC Jupyterhub
    https://jupyter.nersc.gov

    Tutorial GitHub Repository
    https://github.com/ml4fp/2026-gatech/tree/main/sessions/02_sbi

    Tutorial Instructions
    link to instruction slides

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  11. 11. Generative Models: Part I
    Sofia Palacios Schweitzer (Rutgers University)
    03/06/2026, 09:00
  12. 12. Generative Models: Part II
    Sofia Palacios Schweitzer (Rutgers University)
    03/06/2026, 11:00

    NERSC Jupyterhub
    https://jupyter.nersc.gov

    Tutorial GitHub Repository
    https://github.com/ml4fp/2026-gatech/tree/main/sessions/03_gen_models

    Tutorial Instructions
    link to instruction slides: Day3

    Go to contribution page
  13. 13. Anomaly Detection (Lecture & Tutorial)
    Melissa Quinnan (Univ. of California San Diego (US))
    03/06/2026, 14:00

    NERSC Jupyterhub
    https://jupyter.nersc.gov

    Tutorial GitHub Repository
    https://github.com/ml4fp/2026-gatech/tree/main/sessions/03_ad

    Tutorial Instructions
    link to instruction slides: Day3

    Go to contribution page
  14. 24. Neutrino Parallel Session
    Jiyuan Liao (Georgia Institute of Technology), Roger Huang (Lawrence Berkeley National Lab), Yifan Chen (SLAC National Accelerator Laboratory (US))
    03/06/2026, 16:00

    zoom connection:
    https://stanford.zoom.us/j/94019163903?pwd=SZyWKC5dKISr5OK8KZbQ4ZaaCcn97w.1

    Meeting ID: 940 1916 3903
    Password: 935746

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  15. 14. Transformers: Part I
    Aaron Wang (University of Illinois Chicago (US))
    04/06/2026, 09:00
  16. 15. Transformers: Part II
    Aaron Wang (University of Illinois Chicago (US))
    04/06/2026, 11:00

    NERSC Jupyterhub
    https://jupyter.nersc.gov

    Tutorial GitHub Repository
    https://github.com/ml4fp/2026-gatech/tree/main/sessions/04_transformers

    Tutorial Instructions
    link to instruction slides: Day4

    Go to contribution page
  17. 16. Application: Muon Collider BIB (Lecture & Tutorial)
    Angira Rastogi (Lawrence Berkeley National Lab. (US)), Sam Ferraro (Harvard University (US))
    04/06/2026, 13:30

    NERSC Jupyterhub
    https://jupyter.nersc.gov

    Tutorial GitHub Repository
    https://github.com/ml4fp/2026-gatech/tree/main/sessions/04_muon_col

    Tutorial Instructions
    link to instruction slides: Day4 muon-col

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  18. 17. Career Panel
    Dr Ben Brubaker (Quanta), Dr Rachel Smith (Xanadu), Dr Jake Daughhetee (Oak Ridge National Laboratory), Prof. Mariel Pettee (UW Madison)
    04/06/2026, 15:30

    Please use the following survey to ask your questions to the panel

    link to the google form

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  19. 25. Conference Dinner: Special message from Chair of Physics
    Prof. Feryal Ozel (Georgia Institute of Technology)
    04/06/2026, 17:45

    Marcus Nanotechnology Building

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  20. 18. Efficient Machine Learning (Lecture & Tutorial)
    Elham Khoda (University of British Columbia, Vancouver)
    05/06/2026, 09:00

    NERSC Jupyterhub
    https://jupyter.nersc.gov

    Tutorial GitHub Repository
    https://github.com/ml4fp/2026-gatech/tree/main/sessions/05_efficient_ml

    Tutorial Instructions
    link to instruction slides: Day5

    Go to contribution page
  21. 19. ATLAS Parallel Session: Part I
    Angira Rastogi (Lawrence Berkeley National Lab. (US)), Dennis Noll (Stanford University)
    05/06/2026, 11:00
  22. 20. CMS Parallel Session: Part I
    Abhijith Gandrakota (Fermi National Accelerator Lab. (US)), Melissa Quinnan (Univ. of California San Diego (US))
    05/06/2026, 11:00

    Will be held in College of Computing Building (801 Atlantic Dr NW, Atlanta, GA 30332), ground floor seminar room.

    Short walk from nanotech building

    NOTE: The zoom room is NOT the same as the main session, please use this link instead: CMS zoom link

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  23. 21. ATLAS Parallel Session: Part II
    05/06/2026, 14:00
  24. 22. CMS Parallel Session: Part II
    Abhijith Gandrakota (Fermi National Accelerator Lab. (US)), Melissa Quinnan (Univ. of California San Diego (US))
    05/06/2026, 14:00

    Will be held in College of Computing Building (801 Atlantic Dr NW, Atlanta, GA 30332), ground floor seminar room.

    Short walk from nanotech building

    NOTE: The zoom room is NOT the same as the main session, please use this link instead: CMS zoom link

    Go to contribution page
  25. 23. Closeout Session: Recap and Networking
    05/06/2026, 16:00