AI4EIC 2023 Annual Workshop

Session

Foundation Models and Trends in Data Science with Tutorials

Nov 30, 2023, 10:00 AM

Conveners

Foundation Models and Trends in Data Science with Tutorials

• Daniel Murnane (LBL)
• Yaohang Li (Old Dominion University)

38. Introduction and Overview of Foundation Models

Kazuhiro Terao (SLAC National Accelerator Laboratory)

11/30/23, 10:00 AM

39. The Trillion Parameter Consortium

Rick Stevens (ANL)

11/30/23, 10:30 AM

9. A Large Language Model-based Assistant for the Electron Ion Collider

Dr Karthik Suresh (William & Mary )

11/30/23, 10:50 AM

A large-scale physics experiment is distinguished by a wide collaboration and array of research topics, and frequently encounters obstacles in information exchange coordination and data analysis. We introduce an assistant model designed to enhance collaboration and streamline data analysis. This model acts as an intelligent intermediary for research teams, enabling information exchange,...

40. Chatlas - the ATLAS AI Assistant

Daniel Murnane (LBL)

11/30/23, 11:10 AM

41. TrackBERT - Generalist Learning of Trackers for Downstream Tasks

Xiangyang Ju (Lawrence Berkeley National Laboratory)

11/30/23, 11:45 AM

42. Adversarial Methods for Generative Data Understanding

Eric Yeats (Duke)

11/30/23, 12:05 PM

43. Toward a generative modeling analysis of CLAS exclusive 2π photoproduction

Tareq Alghamdi (ODU)

11/30/23, 12:25 PM

44. Discussion

11/30/23, 12:45 PM