Probing the frontiers of nuclear physics with AI at the EIC (II)
from
Wednesday, March 19, 2025 (8:00 AM)
to
Friday, March 21, 2025 (5:00 PM)
Monday, March 17, 2025
Tuesday, March 18, 2025
Wednesday, March 19, 2025
9:00 AM
Machine Learning Neutrino-Nucleus Cross Sections
-
Daniel Hackett
(
Fermilab
)
Machine Learning Neutrino-Nucleus Cross Sections
Daniel Hackett
(
Fermilab
)
9:00 AM - 9:35 AM
9:35 AM
AI for data preservation and interpretation in hadron physics
-
marco battaglieri
(
INFN-GE
)
AI for data preservation and interpretation in hadron physics
marco battaglieri
(
INFN-GE
)
9:35 AM - 10:10 AM
10:10 AM
coffee
coffee
10:10 AM - 10:40 AM
10:40 AM
Quantum states from normalizing flows
-
Yukari Yamauchi
(
Institute for Nuclear Theory, University of Washington
)
Quantum states from normalizing flows
Yukari Yamauchi
(
Institute for Nuclear Theory, University of Washington
)
10:40 AM - 11:15 AM
11:15 AM
Quantum dynamics of entanglement and hadronization in jet production in the massive Schwinger model
-
David Frenklakh
(
Brookhaven National Laboratory
)
Quantum dynamics of entanglement and hadronization in jet production in the massive Schwinger model
David Frenklakh
(
Brookhaven National Laboratory
)
11:15 AM - 11:50 AM
11:50 AM
Lunch
Lunch
11:50 AM - 1:30 PM
1:30 PM
Charged lepton flavor violation searches at the EIC
-
Kaori Fuyuto
(
LANL
)
Charged lepton flavor violation searches at the EIC
Kaori Fuyuto
(
LANL
)
1:30 PM - 2:05 PM
2:05 PM
Quasifragmentation functions and quasiparton distributions in the massive Schwinger model
-
Sebastian Grieninger
(
Stony Brook University
)
Quasifragmentation functions and quasiparton distributions in the massive Schwinger model
Sebastian Grieninger
(
Stony Brook University
)
2:05 PM - 2:40 PM
2:40 PM
coffee
coffee
2:40 PM - 3:10 PM
3:10 PM
Neural Compression for sPHENIX TPC Data
-
Yi Huang
(
Brookhaven National Lab
)
Neural Compression for sPHENIX TPC Data
Yi Huang
(
Brookhaven National Lab
)
3:10 PM - 3:45 PM
3:45 PM
Studying the nucleon tomograhy with GPDs in the future EIC
-
Yuxun Guo
(
Lawrence Berkeley National Laboratory
)
Studying the nucleon tomograhy with GPDs in the future EIC
Yuxun Guo
(
Lawrence Berkeley National Laboratory
)
3:45 PM - 4:20 PM
Thursday, March 20, 2025
9:00 AM
Combining forward-LHC and EIC data to search for non-linear QCD evolution
-
Peter Jacobs
(
Lawrence Berkeley National Laboratory
)
Combining forward-LHC and EIC data to search for non-linear QCD evolution
Peter Jacobs
(
Lawrence Berkeley National Laboratory
)
9:00 AM - 9:35 AM
9:35 AM
Tools for unbinned unfolding and an application for jet measurements
-
Ryan Milton
(
UC Riverside
)
Tools for unbinned unfolding and an application for jet measurements
Ryan Milton
(
UC Riverside
)
9:35 AM - 10:10 AM
10:10 AM
coffee
coffee
10:10 AM - 10:40 AM
10:40 AM
QCD Theory meets Information Theory
-
Benoit Assi
(
U. Cincinnati
)
QCD Theory meets Information Theory
Benoit Assi
(
U. Cincinnati
)
10:40 AM - 11:15 AM
11:15 AM
Foundation models and agents for physics
-
Nesar Ramachandra
(
Argonne National Laboratory
)
Foundation models and agents for physics
Nesar Ramachandra
(
Argonne National Laboratory
)
11:15 AM - 11:50 AM
11:50 AM
Lunch
Lunch
11:50 AM - 1:30 PM
1:30 PM
Generative AI for Jet Analysis and Full Detector Simulation
-
Yeonju Go
Generative AI for Jet Analysis and Full Detector Simulation
Yeonju Go
1:30 PM - 2:05 PM
2:05 PM
From Uncertainty to Discovery: Machine Learning at the Frontier of Phenomenology
-
Brandon Kriesten
(
Argonne National Lab
)
From Uncertainty to Discovery: Machine Learning at the Frontier of Phenomenology
Brandon Kriesten
(
Argonne National Lab
)
2:05 PM - 2:40 PM
2:40 PM
coffee
coffee
2:40 PM - 3:10 PM
3:10 PM
Preparing the Jet-AI/ML landscape for the EIC
-
Rithya Kunnawalkam Elayavalli
(
Vanderbilt University
)
Preparing the Jet-AI/ML landscape for the EIC
Rithya Kunnawalkam Elayavalli
(
Vanderbilt University
)
3:10 PM - 3:45 PM
3:45 PM
Lattice Gauge Theory Simulations with Gauge Symmetric Neural Network Wave Function
-
Di Luo
(
University of California, Los Angeles
)
Lattice Gauge Theory Simulations with Gauge Symmetric Neural Network Wave Function
Di Luo
(
University of California, Los Angeles
)
3:45 PM - 4:20 PM
4:20 PM
AI-assisted detector clustering, design, and simulation
-
Gregory Matousek
(
Duke
)
AI-assisted detector clustering, design, and simulation
Gregory Matousek
(
Duke
)
4:20 PM - 4:55 PM
Friday, March 21, 2025
9:00 AM
Machine Learning Applications for Improving Accelerator Operations at the EIC
-
Weijian Lin
(
Brookhaven National Laboratory
)
Machine Learning Applications for Improving Accelerator Operations at the EIC
Weijian Lin
(
Brookhaven National Laboratory
)
9:00 AM - 9:35 AM
9:35 AM
Gauge theory dynamics with tensor networks
-
Navya Gupta
(
University of Maryland, College Park
)
Gauge theory dynamics with tensor networks
Navya Gupta
(
University of Maryland, College Park
)
9:35 AM - 10:10 AM
10:10 AM
coffee
coffee
10:10 AM - 10:40 AM
10:40 AM
A Wilsonian RG framework for Regression Tasks in Machine Learning
-
Anindita Maiti
(
Perimeter Institute for Theoretical Physics
)
A Wilsonian RG framework for Regression Tasks in Machine Learning
Anindita Maiti
(
Perimeter Institute for Theoretical Physics
)
10:40 AM - 11:15 AM
11:15 AM
Topological Phases and Quantum Hamiltonian Simulations of Wilson Fermions Coupled to U(1) Gauge Fields
-
Sriram Sekhar Bharadwaj
(
UCLA
)
Topological Phases and Quantum Hamiltonian Simulations of Wilson Fermions Coupled to U(1) Gauge Fields
Sriram Sekhar Bharadwaj
(
UCLA
)
11:15 AM - 11:50 AM
11:50 AM
Lunch
Lunch
11:50 AM - 1:30 PM