Name: A.I. for Nuclear Physics Workshop
Start: 2020-03-04T08:30:00-05:00
End: 2020-03-06T18:00:00-05:00
Location: CEBAF Center

A.I. for Nuclear Physics Workshop

from Wednesday, March 4, 2020 (8:30 AM) to Friday, March 6, 2020 (6:00 PM)

Monday, March 2, 2020
Tuesday, March 3, 2020
Wednesday, March 4, 2020

8:30 AM Welcome, workshop goals...
Welcome, workshop goals...
8:30 AM - 9:00 AM
Room: Auditorium
9:00 AM View from DOE AITO - Dimitri Kusnezov (Department of Energy)
View from DOE AITO
- Dimitri Kusnezov (Department of Energy)
9:00 AM - 9:30 AM
9:30 AM A.I. for Science Townhall Summary - David Womble (ORNL)
A.I. for Science Townhall Summary
- David Womble (ORNL)
9:30 AM - 10:00 AM
10:00 AM A.I. Technologies Overview - Frank Alexander (BNL)
A.I. Technologies Overview
- Frank Alexander (BNL)
10:00 AM - 10:30 AM
10:30 AM

10:30 AM - 11:00 AM
11:00 AM The NSAC Long Range Plan - Tim Hallman (DOE)
The NSAC Long Range Plan
- Tim Hallman (DOE)
11:00 AM - 11:30 AM
11:30 AM Survey: Status of A.I. in Nuclear Structure Theory - Witek Nazarewicz (JLab)
Survey: Status of A.I. in Nuclear Structure Theory
- Witek Nazarewicz (JLab)
11:30 AM - 12:00 PM
12:00 PM Survey: Status of A.I. in Experimental Analysis - Yue-Shi Lai (LBNL)
Survey: Status of A.I. in Experimental Analysis
- Yue-Shi Lai (LBNL)
12:00 PM - 12:30 PM
12:30 PM Survey: Status of A.I. for Accelerator Operations - Sandra Biedron (University of New Mexico)
Survey: Status of A.I. for Accelerator Operations
- Sandra Biedron (University of New Mexico)
12:30 PM - 1:00 PM
1:00 PM

1:00 PM - 1:30 PM
Room: Atrium

1:30 PM Pick up boxed lunches and bring to working group meeting room
Pick up boxed lunches and bring to working group meeting room
1:30 PM - 2:00 PM
2:00 PM Working Group: Accelerator Science and Operations (Steven Lidia, MSU/Malachi Schram, PNNL) - Steve Lidia (MSU) Malachi Schram (PNNL)
Working Group: Accelerator Science and Operations (Steven Lidia, MSU/Malachi Schram, PNNL)
- Steve Lidia (MSU)
- Malachi Schram (PNNL)
2:00 PM - 5:30 PM
Room: Room F224-225
Working Group: Bayesian Inference for Quantum Correlation Functions (Wally Melnitchouk, JLab) - Wally Melnitchouk (Jefferson Lab)
Working Group: Bayesian Inference for Quantum Correlation Functions (Wally Melnitchouk, JLab)
- Wally Melnitchouk (Jefferson Lab)
2:00 PM - 5:30 PM
Room: Room B207
2:00 PM - 5:30 PM
Contributions

2:00 PM Overview - Markus Diefenthaler (Jefferson Lab)

2:30 PM Empirically Trained Hadronic Event Regenerator (ETHER) - Yaohang Li (Old Dominion University)

3:00 PM AI-optimized Detector Design - Cristiano Fanelli (MIT)

3:30 PM “The Human Is the Loop”: Advances in Human-Centered AI - Nicholas Polys (Virginia Tech)

4:00 PM Discussion
Working Group: Experimental Methods (Michelle Kuchera, Davidson College/Mario Cromaz, LBNL) - Michelle Kuchera (Davidson College) Mario Cromaz (LBNL)
Working Group: Experimental Methods (Michelle Kuchera, Davidson College/Mario Cromaz, LBNL)
- Michelle Kuchera (Davidson College)
- Mario Cromaz (LBNL)
2:00 PM - 5:30 PM
Room: Room F324-325
Working Group: Lattice QCD and other Quantum Field Theories (Paulo Bedaque, UMD/Kostas Orginos, JLab) - Paulo Bedaque (University of Maryland) Kostas Orginos (William and Mary / JLab)
Working Group: Lattice QCD and other Quantum Field Theories (Paulo Bedaque, UMD/Kostas Orginos, JLab)
- Paulo Bedaque (University of Maryland)
- Kostas Orginos (William and Mary / JLab)
2:00 PM - 5:30 PM
Room: Room F113
Working Group: Nuclear Structure Theory (Witold Nazarewicz, MSU/Dean Lee, MSU) - Dean Lee (Michigan State University) Witek Nazarewicz (JLab)
Working Group: Nuclear Structure Theory (Witold Nazarewicz, MSU/Dean Lee, MSU)
- Dean Lee (Michigan State University)
- Witek Nazarewicz (JLab)
2:00 PM - 5:30 PM
Room: Room L102
5:30 PM

5:30 PM - 6:00 PM
Room: Auditorium

6:00 PM

6:00 PM - 7:00 PM
Room: Lobby
Thursday, March 5, 2020
8:30 AM A.I. and Inverse Problems - Yuesheng Xu (ODU)
A.I. and Inverse Problems
- Yuesheng Xu (ODU)
8:30 AM - 9:00 AM
Room: Auditorium
9:00 AM CANDLE Project - Arvind Ramanathan (Argonne National Lab)
CANDLE Project
- Arvind Ramanathan (Argonne National Lab)
9:00 AM - 9:30 AM
9:30 AM A.I. for CEBAF Operations - Anna Shabalina (Jefferson Lab)
A.I. for CEBAF Operations
- Anna Shabalina (Jefferson Lab)
9:30 AM - 10:00 AM
10:00 AM Enabling A.I. for Science with Data Standards - Ryan Ly (LBL)
Enabling A.I. for Science with Data Standards
- Ryan Ly (LBL)
10:00 AM - 10:30 AM
10:30 AM

10:30 AM - 11:00 AM
11:00 AM A.I. for HEP - Mark Neubauer (University of Illinois)
A.I. for HEP
- Mark Neubauer (University of Illinois)
11:00 AM - 11:30 AM
11:30 AM A.I. in NP - Data Science perspective - Michelle Kuchera (Davidson College)
A.I. in NP - Data Science perspective
- Michelle Kuchera (Davidson College)
11:30 AM - 12:00 PM
12:00 PM Hackathon Summary and Awards - Thomas Britton (JLab) Christopher Tennant (Jefferson Lab) Peter Alonzi (University of Virginia)
Hackathon Summary and Awards
- Thomas Britton (JLab)
- Christopher Tennant (Jefferson Lab)
- Peter Alonzi (University of Virginia)
12:00 PM - 1:00 PM
1:00 PM

1:00 PM - 1:30 PM

1:30 PM Pick up boxed lunches and bring to working group meeting room
Pick up boxed lunches and bring to working group meeting room
1:30 PM - 2:00 PM
2:00 PM Working Group: Accelerator Science (Steven Lidia, MSU/Malachi Schram, PNNL) - Malachi Schram (PNNL) Steve Lidia (MSU)
Working Group: Accelerator Science (Steven Lidia, MSU/Malachi Schram, PNNL)
- Malachi Schram (PNNL)
- Steve Lidia (MSU)
2:00 PM - 5:30 PM
Room: Room F113
Working Group: Bayesian Inference for Quantum Correlation Functions (Wally Melnitchouk, JLab) - Wally Melnitchouk (Jefferson Lab)
Working Group: Bayesian Inference for Quantum Correlation Functions (Wally Melnitchouk, JLab)
- Wally Melnitchouk (Jefferson Lab)
2:00 PM - 5:30 PM
Room: Room B207
2:00 PM - 5:30 PM
Contributions

2:00 PM Review of March 4 discussion - Markus Diefenthaler (Jefferson Lab)

2:30 PM Event classification with ML at CLAS12 - Noëlie Cherrier (CEA Saclay)

3:00 PM CLAS12 Tracking with ML - Veronique Ziegler (Jefferson Lab)

3:30 PM ML to reconstruct DIS kinematics - Abdullah Farhat (Old Dominion University)

4:00 PM Discussion
Working Group: Experimental Methods (Michelle Kuchera, Davidson College/Mario Cromaz, LBNL) - Michelle Kuchera (Davidson College) Mario Cromaz (LBNL)
Working Group: Experimental Methods (Michelle Kuchera, Davidson College/Mario Cromaz, LBNL)
- Michelle Kuchera (Davidson College)
- Mario Cromaz (LBNL)
2:00 PM - 5:30 PM
Room: Room F324-325
Working Group: Lattice QCD and other Quantum Field Theories (Paulo Bedaque, UMD/Kostas Orginos, JLab) - Paulo Bedaque (University of Maryland) Kostas Orginos (William and Mary / JLab)
Working Group: Lattice QCD and other Quantum Field Theories (Paulo Bedaque, UMD/Kostas Orginos, JLab)
- Paulo Bedaque (University of Maryland)
- Kostas Orginos (William and Mary / JLab)
2:00 PM - 5:30 PM
Room: Room F224-225
Working Group: Nuclear Structure Theory (Witold Nazarewicz, MSU/Dean Lee, MSU) - Witek Nazarewicz (JLab) Dean Lee (Michigan State University)
Working Group: Nuclear Structure Theory (Witold Nazarewicz, MSU/Dean Lee, MSU)
- Witek Nazarewicz (JLab)
- Dean Lee (Michigan State University)
2:00 PM - 5:30 PM
Room: Room L102
5:30 PM

5:30 PM - 6:00 PM
Room: Auditorium
Friday, March 6, 2020

8:30 AM

8:30 AM - 10:30 AM
Room: Auditorium

10:30 AM Summary Talk
Summary Talk
10:30 AM - 11:00 AM

11:00 AM

11:00 AM - 1:00 PM

1:00 PM Note: Lunch will be available in L102 at Noon
Note: Lunch will be available in L102 at Noon
1:00 PM - 3:00 PM
Room: L102