Workshop: AI4EIC-Exp - Experimental Applications of Artificial Intelligence for the Electron Ion Collider

US/Eastern
Online

Online

Amber Boehnlein (Jefferson Lab), Cristiano Fanelli (MIT), Jan Bernauer (Stony Brook University and RBRC), Tanja Horn (Cath)
Description

Artificial intelligence (AI) is generating a lot of buzz in the computing world and is often referred to as the revolution of the new millennium as it is becoming ubiquitous in all sectors of everyday life. AI will be an essential part of future experiments like the Electron Ion Collider, a new $2B high-luminosity facility capable to collide high-energy electron beams with high-energy proton and ion beams that will be built at BNL in approximately 10 years from now to unlock the secrets of the "glue" that binds the building blocks of visible matter in the universe.

AI can provide new insights and discoveries from both experimental and computational data produced at user facilities. For example, “AI techniques that can optimize the design of complex, large-scale experiments have the potential to revolutionize the way experimental nuclear and particle physics is currently done”. In this context, the R&D program of the EIC for the next years could be one of the first experimental programs systematically leveraging AI. An important step in this direction was recently achieved with the first use of AI-driven applications in the design of Particle Identification detectors for EIC.

The goal of the AI4EIC-exp workshop is to address in this strategic moment how AI might contribute to advance research, design and operation of the future EIC. The Workshop will bring together the communities directly using AI technologies and provide a venue for discussion and identifying the specific needs for EIC.

Proceedings will be published in the Journal of Instrumentation.

Link to the live Q&A document

Link to the AI4EIC website: https://eic.ai

Due to the COVID-19 virus, we will hold the workshop online using Zoom . 

Join Zoom Meeting
https://stonybrook.zoom.us/j/92525375517?pwd=NWFkUGJTK2NNek5tamU0WGdSYXRDUT09

Meeting ID: 925 2537 5517
Passcode: 525206

This event is part of the CFNS workshop/ad-hoc meeting series. See the CFNS conferences page for other events.

 

Registration
AI4EIC-Exp
Participants
  • Aarif Chaudhary
  • Abdullah Farhat
  • Abhay Deshpande
  • Abid Malik
  • Adam Carpenter
  • Akhil Mithran
  • Alexander Bazilevsky
  • Alexander Jentsch
  • Alexander Scheinker
  • Alexandre Camsonne
  • Alexey Aparin
  • Amber Boehnlein
  • AMRITHA PRIYA
  • Ananya Paul
  • Anastasios Belias
  • Andrew Schick
  • Andrey Tarasov
  • Ankita Nain
  • Arkadiy Taranenko
  • Artem Korobitsin
  • Ashish Jalotra
  • Ashley Blackwell
  • Astrid Morreale
  • Athira Vijayakumar
  • Auralee Edelen
  • Babu Pokhrel
  • Barbara Giusti
  • Benjamin Nachman
  • Bernd Surrow
  • Bhartendu Singh
  • Bidyut Jyoti Roy
  • Boxing Gou
  • Cameron Racz
  • Carlos Salgado
  • Carlos Yero
  • chandrasekhar Akondi
  • Chris Tennant
  • Christine Ploen
  • Christopher Dilks
  • Churamani Paudel
  • Connor Pecar
  • Corey Adams
  • Cristiano Fanelli
  • Daniel Marx
  • Daniel Richford
  • Daniel Tapia Takaki
  • Dantong Yu
  • Dario Lattuada
  • David Kapukchyan
  • David Lawrence
  • David Miller
  • Debasish Das
  • Deepak Samuel
  • Deepali Sharma
  • Dennis Perepelitsa
  • Desmond Shangase
  • Devon Loomis
  • Diana McSpadden
  • Diksha Sharma
  • Dillon Fitzgerald
  • Ding Chen
  • Dmitry Romanov
  • Douglas Higinbotham
  • Dustin Keller
  • Dylan Neff
  • Dylan Rankin
  • Edouard Kistenev
  • Eric LANCON
  • Ernst Sichtermann
  • Ethan Cline
  • Evaristo Cisbani
  • Farah Fahim
  • Fernando Barbosa
  • Frank Thomson
  • Friederike Bock
  • Gabriel Perdue
  • Gabriele D'Amen
  • Gagik Gavalian
  • Graham Heyes
  • Greta Heine
  • Haiyan Gao
  • Hanjie Liu
  • Hank Lamm
  • Harish R
  • Hasan Mustafa
  • Hongwei Ke
  • Huan Huang
  • Hwidong Yoo
  • Ihor Melnyk
  • Isurumali Neththikumara
  • Itzhak Tserruya
  • Jacob Purcell
  • Jan Bernauer
  • Jan Strube
  • Janusz Oleniacz
  • Jason St. John
  • Jaswant Singh
  • Jerome LAURET
  • Jin Huang
  • Joe Osborn
  • John Lajoie
  • Jonathan Zarling
  • Jun Ma
  • Kamil Deja
  • karthik suresh
  • Keerati Manasatitpong
  • Kevin Brown
  • Khan Iftekharuddin
  • Kim Tabea Giebenhain
  • Kishansingh Rajput
  • Kolja Kauder
  • Kyle Kulmatycski
  • Lasitha Vidyaratne
  • Latiful Kabir
  • Lav Varshney
  • Liliana Teodorescu
  • Lokesh Kumar
  • Louis-Guillaume Gagnon
  • Lucio Anderlini
  • Luis Valenzuela Cazares
  • Lukasz Graczykowski
  • Lynn Wood
  • Maha Abdelhakim
  • MAHIMA SHARMA
  • Maja Jadwiga Kabus
  • Makoto Asai
  • Malachi Schram
  • Marco Carmignotto
  • Maria Zurita
  • Mark Baker
  • Markus Diefenthaler
  • Marshall Scott
  • Martin Purschke
  • Matthew McEneaney
  • Matthieu Valette
  • Maurizio Ungaro
  • Maxim Potekhin
  • Meifeng Lin
  • michael goodrich
  • Michael Wood
  • Michele Caselle
  • Michelle Kuchera
  • Miguel Arratia
  • MIHIR HEMANTKUMAR PATEL
  • Mike Skoby
  • Mike Williams
  • Minghui Zhao
  • Miroslav Finger
  • Muhammad Sohaib Hassan
  • Naomi Jarvis
  • Navagyan Ghimire
  • Nhan Tran
  • Nikhat Khan
  • nikhil kalra
  • NILAY KUSHAWAHA
  • Nuwan Chaminda Gunawardhana Waduge
  • Oleg Grachov
  • Olga Gogota
  • Olivier Pfister
  • Peiyong Jiang
  • Petr Stepanov
  • Philip Harris
  • Prabhakar Palni
  • Prateek Hegde
  • Pratibha Bhagat
  • Raghav Kunnawalkam Elayavalli
  • Rajeev Singh
  • Rakesh Naik
  • Rebecca Auchettl
  • Richard Trotta
  • Ritesh Kumar Pradhan
  • Robert Szafron
  • Robin Speck
  • Roger de Belsunce
  • Rolf Ent
  • Roman Klasen
  • Roy Lemmon
  • Ryan Milton
  • Saket Sahu
  • Sakul Mahat
  • Sangbaek Lee
  • Sanghoon Lim
  • Sanghwa Park
  • Sayanta Neogi
  • Scott Barcus
  • Scott Bentivegna
  • Sebastian Tapia
  • Sergei Gleyzer
  • Sergey Furletov
  • Shivangi Prasad
  • Siddhant Rathi
  • Sierra Weyhmiller
  • simonetta liuti
  • Simran Kaur
  • Skipper Kagamaster
  • Somadutta Bhatta
  • Stefan Diehl
  • Stephan Maldaner
  • Stephen Sekula
  • Stjepan Oresic
  • Sunil Pokharel
  • Sylvester Joosten
  • Tanja Horn
  • Taya Chetry
  • Thomas Britton
  • Thomas Ndousse
  • Thomas Ullrich
  • Tianping Gu
  • Ting Xiao
  • Todd Satogata
  • Torre Wenaus
  • Torri Jeske
  • Travis Humble
  • Vardan Tadevosyan
  • Varun Neelamana
  • Veronica Canoa Roman
  • Viktor Rodin
  • Vineet Tripathi
  • Vinicius Mikuni
  • Vitalii Okorokov
  • Volodymyr Aushev
  • Wei Xie
  • William Phelps
  • Wouter Deconinck
  • Xiaochun He
  • Xiaofeng Gu
  • Xilin Liang
  • Xuan Li
  • Yan Xu
  • Yang-Ting Chien
  • Yannic Wolf
  • Yi Huang
  • Yiding Han
  • Yihui Ren
  • Yuan Gao
  • Yuanjing Ji
  • Yue Hao
  • Yuji Goto
  • Yulia Furletova
  • Zach Baldwin
  • Zhihong Ye
  • Zhiming Li
  • Zhongbo Kang
  • Zhongling Ji
  • Zisis Papandreou
  • Zohreh Parsa
  • Zubayer Ahammed
    • 9:00 AM 9:45 AM
      Day 1 morning: Welcome and Introduction
      Conveners: Amber Boehnlein (Jefferson Lab), Cristiano Fanelli (MIT), Jan Bernauer (Stony Brook University and RBRC), Tanja Horn (Cath)
    • 9:45 AM 10:00 AM
      break 15m
    • 10:00 AM 1:00 PM
      Day 1 morning
      Conveners: Friederike Bock (ORNL), Malachi Schram
    • 1:00 PM 2:00 PM
      Lunch break 1h
    • 2:00 PM 5:00 PM
      Day 1 afternoon
      Conveners: Corey Adams (ANL), Makoto Asai (SLAC)
    • 10:00 AM 1:00 PM
      Day 2 morning
      Conveners: Liliana Teodorescu (Brunel U. ), Thomas Ullrich (BNL), Yulia Furletova (Jefferson Lab)
    • 1:00 PM 2:00 PM
      Lunch break 1h
    • 2:00 PM 5:00 PM
      Day 2 afternoon
      Conveners: Liliana Teodorescu (Brunel U. ), Thomas Ullrich (BNL), Yulia Furletova (Jefferson Lab)
    • 10:00 AM 1:00 PM
      Day 3 morning
      Conveners: Benjamin Nachman, Thomas Britton (JLab)
      • 10:00 AM
        Accelerator and Detector Control: Introduction 5m
        Speakers: Benjamin Nachman, Thomas Britton (JLab)
      • 10:05 AM
        Anomaly detection/Online data quality monitoring 22m
        Speaker: Kishansingh Rajput (JLab)
      • 10:27 AM
        Online low-level calibration and operational conditions 22m
        Speaker: Torri Jeske (JLab)
      • 10:49 AM
        Online high-level calibration and analysis 22m
        Speaker: Williams Mike (MIT)
      • 11:15 AM
        break 15m
      • 11:30 AM
        Trigger rate control and allocation 22m
        Speaker: David Miller (University of Chicago)
      • 11:52 AM
        Machine Learning in trigger deployment 22m
        Speaker: Nhan Tran (Fermilab)
      • 12:14 PM
        Accelerator control 22m
        Speaker: Aurelee Edelen (SLAC)
      • 12:36 PM
        Discussion 24m
    • 1:00 PM 2:00 PM
      Lunch break 1h
    • 2:00 PM 5:00 PM
      Day 3 afternoon
      Conveners: Dr Jin Huang (Brookhaven National Lab), Philip Harris (MIT)
      • 2:00 PM
        Detector Readout: Introduction 5m
        Speakers: Jin Huang (Brookhaven National Lab), Philip Harris (MIT)
      • 2:05 PM
        Overview of AI in HEP readout 30m
        Speakers: Dylan Rankin (MIT), Dylan Rankin (MIT)
      • 2:40 PM
        EIC readout overview 30m
        Speaker: Fernando Barbosa (JLab)
      • 3:15 PM
        break 15m
      • 3:30 PM
        Real-time AI tracking and tagging 20m
        Speakers: Dantong Yu (New Jersey Institute of Technology), Dantong Yu (Computational Science Center)
      • 3:53 PM
        Real-time data compression with Bicephalous Convolutional Auto-Encoder 20m
        Speaker: Dr Yi Huang (BNL/CSI)
      • 4:16 PM
        Event tagging and triggering on FPGA 20m
        Speaker: Dr Sergey Furletov (JLab)
      • 4:40 PM
        Discussion 20m
    • 10:00 AM 1:00 PM
      Day 4 morning
      Conveners: Gabriel Perdue (Fermilab), Olivier Pfister (U. Va.), Wouter Deconinck
      • 10:00 AM
        Computing Frontiers: Introduction 5m
        Speakers: Gabriel Perdue (Fermilab), Olivier Pfister (U. Va.), Wouter Deconinck (UManitoba)
      • 10:05 AM
        Quantum Simulations 22m
        Speaker: Henry Lamm (FNAL)
      • 10:27 AM
        AI/ML for complex systems 22m
        Speaker: Malachi Schram
      • 10:49 AM
        AI on a chip 22m
        Speaker: Farah Fahim (FNAL)
      • 11:11 AM
        Heterogeneous computing 22m
        Speaker: Travis Humble (ORNL)
      • 11:45 AM
        break 15m
      • 12:00 PM
        Computing Frontiers - Panel Discussion 45m
        • Panel discussion 45m
          Speakers: Farah Fahim (FNAL), Henry Lamm (FNAL), Malachi Schram, Travis Humble (ORNL)
      • 12:45 PM
        Discussion 15m
    • 1:00 PM 2:00 PM
      Lunch break 1h
    • 2:00 PM 5:00 PM
      Day 4 afternoon