ePIC AI Town Hall Meeting

Wednesday 30 Aug 2023, 11:00 → 12:10 US/Eastern

Markus Diefenthaler (Jefferson Lab), Sylvester Joosten (Argonne National Laboratory), Torre Wenaus (BNL), Wouter Deconinck (University of Manitoba)

The AI Town Hall Meeting aims to achieve two important goals:

1. We would like to give anyone in the collaboration an opportunity to showcase the AI/ML projects they are working on. If you would like to present, please reach out to us directly, and we will add you to the agenda. Your presentation will enrich the discussions and inspire the work on AI/ML in ePIC.

2. This town hall meeting also provides a chance for everyone in the collaboration to gain insight into the various AI/ML activities happening within ePIC.

We will use Zoom for the remote meeting: 

• https://jlab-org.zoomgov.com/j/1614875218?pwd=RFRPcGlNM3BaS0pQaDhxS3JURkdJZz09 
• Meeting ID: 1614875218
• Password: 925723

Live Notes

11:00 → 11:05 Welcome

Diefenthaler-AITownHallMeeting-20230829.pdf

11:05 → 11:10 AIEC

Speaker: Torri Jeske (Jefferson Lab)

ePIC_AITownHall_Jeske.pdf

11:10 → 11:15 AI/ML Workflow for BHCal Calibration

Speaker: Derek Anderson (Iowa State University)

BHCalWorkflow_epicAiTownHall2023.v0.pdf

11:15 → 11:20 ML4FPGA for Data Reduction

Speaker: Dmitry Romanov (Jefferson lab)

2023-08-30_ML4FPGA_AITownHall.pdf

11:20 → 11:25 AIDE

Speaker: Cristiano Fanelli (W&M)

ePIC_AI_town_hall_AIDE__CF.pdf

11:25 → 11:30 ML Simulations

Speaker: Derek Glazier

MLSimulations.pdf

11:30 → 11:35 ePIC dRICH Detector Using Deep Learning

Speaker: Omar Hassan (University of Victoria)

dRICH Using Deep Learning.pdf

11:35 → 11:40 Scattered Electron Reconstruction in the Low-Q2 Tagger

Speaker: Simon Gardner (University of Glasgow)

AI_Town_Hall_Scattered_Electron_Reconstruction_in_the_Low_Q2_Tagger.pdf

11:40 → 11:45 ML Particle Identification With 3d Shower Profiles From Calorimetry

Speaker: Chao Peng (Argonne National Laboratory)

AI_BECAL.pdf

11:45 → 11:50 AI/ML for Roman Pot Measurements

Speaker: David Ruth (alum@unh.edu;employee@unh.edu;faculty@unh.edu;member@unh.edu)

MLSlide_TownHall.pdf

11:50 → 11:55 SIDIS Event Reconstruction at ePIC

Speaker: Connor Pecar (Duke University)

epicAI_pecar_aug30.pdf

11:55 → 12:00 Domain Adaptation In Lambda Tagging With Domain Adversarial GNNs And Normalizing Flows

Speaker: Matthew McEneaney (staff@duke.edu;student@duke.edu;member@duke.edu)

McEneaney_AI4EIC_Townhall_8_30_23.pdf

12:00 → 12:05 Hydra

Speaker: Thomas Britton (JLAB)

EPIC_AI_Townhall_lightning.pdf

12:05 → 12:10 AI4EIC: Collaborations with Data Science Community

Speaker: Cristiano Fanelli (W&M)

ePIC_AI_town_hall__AI4EIC.pdf