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A.I. for Nuclear Physics Workshop

US/Eastern
CEBAF Center

CEBAF Center

Description
The A.I. for Nuclear Physics workshop will explore the ways in which A.I. can be used to advance research in fundamental nuclear physics and in the design and operations of large-scale accelerator facilities.
A.I. for Science Report
CHEP-May2021
Slide Template
    • 8:30 AM 9:00 AM
      Welcome, workshop goals... 30m Auditorium

      Auditorium

      CEBAF Center

      Slides
    • 9:00 AM 9:30 AM
      View from DOE AITO 30m
      Speaker: Dimitri Kusnezov (Department of Energy)
      Slides
    • 9:30 AM 10:00 AM
      A.I. for Science Townhall Summary 30m
      Speaker: David Womble (ORNL)
      Slides
    • 10:00 AM 10:30 AM
      A.I. Technologies Overview 30m
      Speaker: Frank Alexander (BNL)
      Slides
    • 10:30 AM 11:00 AM
      Coffee Break
    • 11:00 AM 11:30 AM
      The NSAC Long Range Plan 30m
      Speaker: Tim Hallman (DOE)
      Slides
    • 11:30 AM 12:00 PM
      Survey: Status of A.I. in Nuclear Structure Theory 30m
      Speaker: Witek Nazarewicz (JLab)
      Slides
    • 12:00 PM 12:30 PM
      Survey: Status of A.I. in Experimental Analysis 30m
      Speaker: Yue-Shi Lai (LBNL)
      Slides
    • 12:30 PM 1:00 PM
      Survey: Status of A.I. for Accelerator Operations 30m
      Speaker: Sandra Biedron (University of New Mexico)
      Slides
    • 1:00 PM 1:30 PM
      Group Photo Atrium

      Atrium

      CEBAF Center

    • 1:30 PM 2:00 PM
      Working Lunch: Pick up boxed lunches and bring to working group meeting room
    • 2:00 PM 5:30 PM
    • 2:00 PM 5:30 PM
      Working Group: Bayesian Inference for Quantum Correlation Functions (Wally Melnitchouk, JLab) 3h 30m Room B207

      Room B207

      Speaker: Wally Melnitchouk (Jefferson Lab)
    • 2:00 PM 5:30 PM
      Working Group: Event Generation and Simulation
      Convener: Dr Markus Diefenthaler (Jefferson Lab)
      • 2:00 PM
        Overview 30m
        Speaker: Dr Markus Diefenthaler (Jefferson Lab)
        Slides
      • 2:30 PM
        Empirically Trained Hadronic Event Regenerator (ETHER) 30m
        Speaker: Prof. Yaohang Li (Old Dominion University)
        Slides
      • 3:00 PM
        AI-optimized Detector Design 30m
        Speaker: Dr Cristiano Fanelli (MIT)
        Slides
      • 3:30 PM
        “The Human Is the Loop”: Advances in Human-Centered AI 30m
        Speaker: Prof. Nicholas Polys (Virginia Tech)
        Slides
      • 4:00 PM
        Discussion 1h
    • 2:00 PM 5:30 PM
      Working Group: Experimental Methods (Michelle Kuchera, Davidson College/Mario Cromaz, LBNL) 3h 30m Room F324-325

      Room F324-325

      Speakers: Mario Cromaz (LBNL) , Michelle Kuchera (Davidson College)
    • 2:00 PM 5:30 PM
      Working Group: Lattice QCD and other Quantum Field Theories (Paulo Bedaque, UMD/Kostas Orginos, JLab) 3h 30m Room F113

      Room F113

      Speakers: Prof. Kostas Orginos (William and Mary / JLab) , Paulo Bedaque (University of Maryland)
    • 2:00 PM 5:30 PM
      Working Group: Nuclear Structure Theory (Witold Nazarewicz, MSU/Dean Lee, MSU) 3h 30m Room L102

      Room L102

      Speakers: Prof. Dean Lee (Michigan State University) , Witek Nazarewicz (JLab)
    • 5:30 PM 6:00 PM
      Wrap Up Auditorium

      Auditorium

      CEBAF Center

    • 6:00 PM 7:00 PM
      Reception Lobby

      Lobby

      CEBAF Center

    • 8:30 AM 9:00 AM
      A.I. and Inverse Problems 30m Auditorium

      Auditorium

      Speaker: Yuesheng Xu (ODU)
      Slides
    • 9:00 AM 9:30 AM
      CANDLE Project 30m
      Speaker: Arvind Ramanathan (Argonne National Lab)
      Slides
    • 9:30 AM 10:00 AM
      A.I. for CEBAF Operations 30m
      Speaker: Anna Shabalina (Jefferson Lab)
      Slides
    • 10:00 AM 10:30 AM
      Enabling A.I. for Science with Data Standards 30m
      Speaker: Ryan Ly (LBL)
      Slides
    • 10:30 AM 11:00 AM
      Coffee Break
    • 11:00 AM 11:30 AM
      A.I. for HEP 30m
      Speaker: Mark Neubauer (University of Illinois)
      Slides
    • 11:30 AM 12:00 PM
      A.I. in NP - Data Science perspective 30m
      Speaker: Michelle Kuchera (Davidson College)
      Slides
    • 12:00 PM 1:00 PM
      Hackathon Summary and Awards 1h
      Speakers: Christopher Tennant (Jefferson Lab) , Dr Peter Alonzi (University of Virginia) , Thomas Britton (JLab)
    • 1:00 PM 1:30 PM
      Technology Break
    • 1:30 PM 2:00 PM
      Working Lunch: Pick up boxed lunches and bring to working group meeting room
    • 2:00 PM 5:30 PM
      Working Group: Accelerator Science (Steven Lidia, MSU/Malachi Schram, PNNL) 3h 30m Room F113

      Room F113

      Speakers: Malachi Schram (PNNL) , Steve Lidia (MSU)
    • 2:00 PM 5:30 PM
      Working Group: Bayesian Inference for Quantum Correlation Functions (Wally Melnitchouk, JLab) 3h 30m Room B207

      Room B207

      Speaker: Wally Melnitchouk (Jefferson Lab)
    • 2:00 PM 5:30 PM
      Working Group: Event Generation and Simulation
      Convener: Dr Markus Diefenthaler (Jefferson Lab)
      • 2:00 PM
        Review of March 4 discussion 30m
        Speaker: Dr Markus Diefenthaler (Jefferson Lab)
      • 2:30 PM
        Event classification with ML at CLAS12 30m
        Speaker: Noëlie Cherrier (CEA Saclay)
        Slides
      • 3:00 PM
        CLAS12 Tracking with ML 30m
        Speaker: Dr Veronique Ziegler (Jefferson Lab)
        Slides
      • 3:30 PM
        ML to reconstruct DIS kinematics 30m
        Speaker: Abdullah Farhat (Old Dominion University)
        Slides
      • 4:00 PM
        Discussion 1h 30m
    • 2:00 PM 5:30 PM
      Working Group: Experimental Methods (Michelle Kuchera, Davidson College/Mario Cromaz, LBNL) 3h 30m Room F324-325

      Room F324-325

      Speakers: Mario Cromaz (LBNL) , Michelle Kuchera (Davidson College)
    • 2:00 PM 5:30 PM
      Working Group: Lattice QCD and other Quantum Field Theories (Paulo Bedaque, UMD/Kostas Orginos, JLab) 3h 30m Room F224-225

      Room F224-225

      Speakers: Prof. Kostas Orginos (William and Mary / JLab) , Paulo Bedaque (University of Maryland)
    • 2:00 PM 5:30 PM
      Working Group: Nuclear Structure Theory (Witold Nazarewicz, MSU/Dean Lee, MSU) 3h 30m Room L102

      Room L102

      Speakers: Prof. Dean Lee (Michigan State University) , Witek Nazarewicz (JLab)
    • 5:30 PM 6:00 PM
      Wrap-up Auditorium

      Auditorium

      CEBAF Center