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May 8 – 12, 2023
Norfolk Waterside Marriott
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Artificial Intelligence and Machine Learning for EPIC: an Overview

May 11, 2023, 11:30 AM
Hampton Roads VII (Norfolk Waterside Marriott)

Hampton Roads VII

Norfolk Waterside Marriott

235 East Main Street Norfolk, VA 23510
Oral Track 9 - Artificial Intelligence and Machine Learning Track 9 - Artificial Intelligence and Machine Learning


Fanelli, Cristiano


The newly formed EPIC Collaboration has recently laid the foundations of its software infrastructure. Noticeably, several forward-looking aspects of the software are favorable for Artificial Intelligence (AI) and Machine Learning (ML) applications and utilization of heterogeneous resources. EPIC has a unique opportunity to integrate AI/ML from the beginning: the number of AI/ML activities is anticipated to grow in the coming months (spanning from, e.g., design and other automated procedures to simulation, reconstruction, and particle identification); in the long-term, AI/ML will likely permeate and contribute to multiple aspects of near real-time analyses. This talk will provide an overview of all ongoing activities regarding AI/ML for EPIC and will present plans and steps forward for future implementations

Consider for long presentation Yes

Primary authors

Fanelli, Cristiano Bressan, Andrea (INFN Trieste) Diefenthaler, Markus (Jefferson Lab) Joosten, Sylvester (Argonne National Laboratory) Tu, Zhoudunming (BNL) Osborn, Joe (Oak Ridge National Laboratory) Li, Wenliang (SBU)

Presentation materials