CIDeR-ML Collaboration Meeting

Contribution List

12. Welcome

Kazuhiro Terao (SLAC), Patrick de Perio (Kavli IPMU, University of Tokyo)

10/04/2025, 09:00

Opening

This opening talk will cover the logistics for the workshop and go over the CIDeR-ML overview and big picture goals.

14. Project status: AD-enabled Photon Propagation Physics Simulator for Water Cherenkov Detectors

César Jesús Valls (Kavli IPMU, University of Tokyo), Omar Alterkait (Tufts University/ IAIFI)

10/04/2025, 09:15

Opening

13. Project status: Differentiable Surrogate for WCTE

Ka Ming Tsui (Kavli IPMU), Ryo Matsumoto (SLAC), Ryotaro Tsuchii (Tokyo Tech.)

10/04/2025, 10:20

Opening

16. Project status: AD-enabled TPC Imaging Detector Simulation

Kazuhiro Terao (SLAC), Yifan Chen (SLAC)

10/04/2025, 13:00

Afternoon meeting

17. Project status: Differentiable Surrogate for ICARUS LArTPC

Kazuhiro Terao (SLAC), Patrick Tsang (SLAC)

10/04/2025, 13:40

Afternoon meeting

15. Project status: Cycle-consistent Optimization for LArTPC Reconstruction

Kazuhiro Terao (SLAC), Patrick Tsang (SLAC), Sam Young (SLAC), Yifan Chen (SLAC)

10/04/2025, 14:30

Afternoon meeting

21. Morning Huddle

11/04/2025, 09:20

Morning meeting

18. Omnidirectional photon time-projection

11/04/2025, 09:50

Morning meeting

19. Reversible jump MCMC for pile-up decomposition

11/04/2025, 10:30

Morning meeting

20. Approaches to learning of surrogate likelihood functions

11/04/2025, 11:15

Morning meeting

22. Recording

14/04/2025, 09:20

Morning meeting

23. Recording

15/04/2025, 09:20

Morning meeting

24. Recording

16/04/2025, 09:20

Morning meeting

25. Recording

17/04/2025, 09:20

Morning meeting

26. Reversible jump MCMC

Yiyang Wu (Tsinghua University)

18/04/2025, 14:00

Closing: Project Summaries

27. Probabilistic detector optical response function

Hao Chuanhui (Tsinghua University)

18/04/2025, 14:05

Closing: Project Summaries

28. Inference with Surrogate Models, Analytical Model Gradients and Data Olympics

César Jesús Valls (Kavli IPMU, University of Tokyo)

18/04/2025, 14:10

Closing: Project Summaries

29. Differentiable Surrogate for WCTE

Ka Ming Tsui (Kavli IPMU)

18/04/2025, 14:15

Closing: Project Summaries

30. Inference with Surrogate Validation (Momentum, etc.)

Ryotaro Tsuchii (Tokyo Tech.)

18/04/2025, 14:20

Closing: Project Summaries

31. Inference with Surrogate Validation (Binning, etc.)¶

Zhenxiong Xie (University of Minnesota)

18/04/2025, 14:25

Closing: Project Summaries

32. Cherenkov SIREN, Inference Pipeline, Data Olympics

Ryo Matsumoto (SLAC)

18/04/2025, 14:30

Closing: Project Summaries

33. Differentiable Surrogate for ICARUS LArTPC

Patrick Tsang (SLAC)

18/04/2025, 14:35

Closing: Project Summaries

34. AD-enabled TPC Imaging Detector Simulation

Yifan Chen (SLAC)

18/04/2025, 14:40

Closing: Project Summaries

35. Track-Flash Matching

Junjie Xia (SLAC)

18/04/2025, 14:45

Closing: Project Summaries

36. Flash/Waveform Reconstruction

Sam Young (SLAC)

18/04/2025, 14:50

Closing: Project Summaries

37. Recordings

18/04/2025, 14:55

Closing: Project Summaries

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