Artificial Intelligence for the Electron Ion Collider (AI4EIC)
Name
41781_2024_Article_113.pdf
Size
2.08 MB
Format
Adobe PDF
Checksum (MD5)
940e2053bae541f166b39bbc988e32ae
Author(s)
Allaire, C.
Ammendola, R.
Aschenauer, E.-C.
Balandat, M.
Battaglieri, M.
Bernauer, J.
Bondì, M.
Branson, N.
Britton, T.
Butter, A.
Date Issued
February 15, 2024
Publisher
Springer Science and Business Media LLC
Citation
Computing and Software for Big Science. 2024 Feb 15;8(1):5
Version
Final published version
Abstract
The Electron-Ion Collider (EIC), a state-of-the-art facility for studying the strong force, is expected to begin commissioning its first experiments in 2028. This is an opportune time for artificial intelligence (AI) to be included from the start at this facility and in all phases that lead up to the experiments. The second annual workshop organized by the AI4EIC working group, which recently took place, centered on exploring all current and prospective application areas of AI for the EIC. This workshop is not only beneficial for the EIC, but also provides valuable insights for the newly established ePIC collaboration at EIC. This paper summarizes the different activities and R&D projects covered across the sessions of the workshop and provides an overview of the goals, approaches and strategies regarding AI/ML in the EIC community, as well as cutting-edge techniques currently studied in other experiments.
Subjects
Nuclear and High Energy Physics
Computer Science (miscellaneous)
Software
MIT Department
Massachusetts Institute of Technology. Department of Physics
Terms of Use
Creative Commons Attribution
Persistent DSpace Link
DOI of Published Version
https://doi.org/10.1007/s41781-024-00113-4
