Name: AI for Hadron Spectroscopy at JLab
Start: 2025-06-04T08:00:00-04:00
End: 2025-06-05T17:30:00-04:00
Location: Jefferson Lab

AI for Hadron Spectroscopy at JLab

from Wednesday, June 4, 2025 (8:00 AM) to Thursday, June 5, 2025 (5:30 PM)

Monday, June 2, 2025
Tuesday, June 3, 2025
Wednesday, June 4, 2025

10:15 AM

10:15 AM - 10:30 AM
Room: CC F224-225 & Zoom
10:30 AM
10:30 AM - 12:00 PM
Room: CC F224-225 & Zoom
Contributions

10:30 AM Summary talk of NPTwins 2024 - Yaohang Li (Old Dominion University)

11:00 AM EAIRA: Evaluation of LLMs/RLMs as Research Assistants - Franck Cappello (Argonne National Laboratory)

11:30 AM Extracting $x$-Dependent GPDs with Normalizing Flow - Zhite Yu (Jefferson Lab)
12:00 PM Group photo
Group photo
12:00 PM - 12:15 PM
Room: CC F224-225 & Zoom

12:15 PM Lunch break
Lunch break
12:15 PM - 2:00 PM
Room: CC F224-225 & Zoom
2:00 PM
2:00 PM - 4:00 PM
Room: CC F224-225 & Zoom
Contributions

2:00 PM AI Applications in Hadronic Physics - Geoffrey Fox (University of Virginia)

2:30 PM Hadron spectroscopy analyses with CLAS and CLAS12 - Raffaella De Vita (Jefferson Lab)

3:00 PM AI for Unfolding - Benjamin Nachman (LBNL)

3:30 PM Amplitude-based analyses at GlueX - Boris Grube (Jefferson Lab)
4:00 PM Coffee break
Coffee break
4:00 PM - 4:30 PM
Room: CC F224-225 & Zoom

4:30 PM

4:30 PM - 5:30 PM
Room: CC F224-225 & Zoom
Thursday, June 5, 2025
9:00 AM
9:00 AM - 10:30 AM
Room: CC F224-225 & Zoom
Contributions

9:00 AM Amplitude extraction with generative AI - Gloria Montana (Jefferson Lab)

9:30 AM Generative-AI for smearing and acceptance unfolding in hadron physics - Tareq Alghamdi (ODU)

10:00 AM A Modular Software Stack for A(i)DAPT - Trevor Reed (FIU)
10:30 AM Coffee break
Coffee break
10:30 AM - 11:00 AM
Room: CC F224-225 & Zoom
11:00 AM
11:00 AM - 12:30 PM
Room: CC F224-225 & Zoom
Contributions

11:00 AM Diffusion Models as Surrogate Event Generators for QCD Analysis - Jitao Xu

11:30 AM Moments of two-pion photoproduction and diffusion models - Giorgio Foti (University of Messina & INFN Catania) Lukasz Bibrzycki (AGH University of Krakow)

12:00 PM Autoencoders for Partial Wave Analysis - Trevor Reed (FIU)
12:30 PM Lunch break
Lunch break
12:30 PM - 2:00 PM
Room: CC F224-225 & Zoom
2:00 PM
2:00 PM - 4:00 PM
Room: CC F224-225 & Zoom
Contributions

2:00 PM Towards simulation based inference of hadron structure - Nobuo Sato (Jefferson Lab)

2:30 PM Neural Networks for QCD - Wyatt Smith (University of Messina)

3:00 PM Variational Neural Network Approach to QFT in the Field Basis: Results from Klein-Gordon Theory - Kevin Braga (William & Mary)

3:30 PM Applications of Density Ratio Estimation in Experimental Hadron Spectroscopy - Richard Tyson (Jefferson Lab)
4:00 PM Coffee break
Coffee break
4:00 PM - 4:30 PM
Room: CC F224-225 & Zoom

4:30 PM

4:30 PM - 5:30 PM
Room: CC F224-225 & Zoom

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