Go to the Indico Home Page Oldest event Older event Up to category Newer event Newest event
  • Indico style
  • Indico style - inline minutes
  • Indico style - numbered
  • Indico style - numbered + minutes
  • Indico Weeks View
    • Switch to the management area of this event
    Login

    Artificial Intelligence for the Electron Ion Collider (AI4EIC) 2025

    27–29 Oct 2025
    America/New_York timezone
    Artificial Intelligence for the Electron Ion Collider (2025)

    Contact

    Session

    AI/ML for ePIC and Beyond

    28 Oct 2025, 10:00

    Presentation materials

    There are no materials yet.

    1. 34. ePIC AI/ML Overview
      Dmitrii Kalinkin (Brookhaven National Laboratory)
      28/10/2025, 10:00
    2. 36. Toward Unified Deep Learning Models for Simulation and PID with Cherenkov Detectors: the hpDIRC case
      Cristiano Fanelli (W&M)
      28/10/2025, 10:20
    3. 37. Tools for Unbinned Unfolding
      Ryan Milton (UCR)
      28/10/2025, 10:35
    4. 39. Multi-FPGA distributed MLP NN model for data reduction in ePIC dRICH readout system
      Cristian Rossi (INFN Sezione di Roma)
      28/10/2025, 10:50
    5. 40. Scalable AI-assisted Workflow Management for EIC Detector Design Across Distributed Heterogeneous Resources with PanDA-iDDS
      Wen Guan (BNL)
      28/10/2025, 11:20
    6. 41. Machine Learning for the pfRICH Particle Identification subsystem
      Bishoy Dongwi, Charles-Joseph Naïm (Stonybrook)
      28/10/2025, 11:35

      We present an overview of the proximity-focusing Ring Imaging Cherenkov (pfRICH) detector developed for the ePIC experiment at the Electron-Ion Collider (EIC). Designed for the backward pseudorapidity region (−3.5 ≲ η ≲ −1.5), the pfRICH enables at least 3σ separation of pions, kaons, and protons up to 7 GeV/c, which is crucial for Semi-Inclusive Deep Inelastic Scattering (SIDIS) studies. In...

      Go to contribution page
    7. 42. RAG-inspired Open-source based Q&A system for scholarly articles in EIC
      Tapasi Ghosh (Ramaiah University of Applied Sciences)
      28/10/2025, 11:50
    8. 43. ESI-Fastlight: a Conditional Normalizing Flow for Fast pfRICH Hitmap Generation
      Gabor Galgoczi (BNL)
      28/10/2025, 12:05
    9. 44. ML for the hKLM at the 2nd Detector
      Rowan Kelleher (student@umich.edu;member@umich.edu;employee@umich.edu;student@annarbor.umich.edu;member@annarbor.umich.edu;employee@annarbor.umich.edu)
      28/10/2025, 12:20
    10. 45. SRO AI/ML Models for Meson Structure Function Extraction
      Sandeep Shiraskar (Catholic University of America)
      28/10/2025, 12:30
    11. 46. Discussion
      28/10/2025, 12:40
    12. 35. Accessing $x$-dependent generalized parton distribution from generative AI
      Zhite Yu (Jefferson Lab)
    13. 38. Quantum Tomography for Collider Physics: From Data-Driven Foundations to AI-Enhanced Methods
      Daniel Tapia Takaki (University of Kansas)
    Building timetable...