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Artificial Intelligence for the Electron Ion Collider (AI4EIC)

Publication ,  Journal Article
Allaire, C; Ammendola, R; Aschenauer, EC; Balandat, M; Battaglieri, M; Bernauer, J; Bondì, M; Branson, N; Britton, T; Butter, A; Chahrour, I ...
Published in: Computing and Software for Big Science
December 1, 2024

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.

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Published In

Computing and Software for Big Science

DOI

EISSN

2510-2044

Publication Date

December 1, 2024

Volume

8

Issue

1
 

Citation

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Allaire, C., Ammendola, R., Aschenauer, E. C., Balandat, M., Battaglieri, M., Bernauer, J., … Zurita, P. (2024). Artificial Intelligence for the Electron Ion Collider (AI4EIC). Computing and Software for Big Science, 8(1). https://doi.org/10.1007/s41781-024-00113-4
Allaire, C., R. Ammendola, E. C. Aschenauer, M. Balandat, M. Battaglieri, J. Bernauer, M. Bondì, et al. “Artificial Intelligence for the Electron Ion Collider (AI4EIC).” Computing and Software for Big Science 8, no. 1 (December 1, 2024). https://doi.org/10.1007/s41781-024-00113-4.
Allaire C, Ammendola R, Aschenauer EC, Balandat M, Battaglieri M, Bernauer J, et al. Artificial Intelligence for the Electron Ion Collider (AI4EIC). Computing and Software for Big Science. 2024 Dec 1;8(1).
Allaire, C., et al. “Artificial Intelligence for the Electron Ion Collider (AI4EIC).” Computing and Software for Big Science, vol. 8, no. 1, Dec. 2024. Scopus, doi:10.1007/s41781-024-00113-4.
Allaire C, Ammendola R, Aschenauer EC, Balandat M, Battaglieri M, Bernauer J, Bondì M, Branson N, Britton T, Butter A, Chahrour I, Chatagnon P, Cisbani E, Cline EW, Dash S, Dean C, Deconinck W, Deshpande A, Diefenthaler M, Ent R, Fanelli C, Finger M, Fol E, Furletov S, Gao Y, Giroux J, Waduge NCG, Hassan O, Hegde PL, Hernández-Pinto RJ, Blin AH, Horn T, Huang J, Jalotra A, Jayakodige D, Joo B, Junaid M, Kalantarians N, Karande P, Kriesten B, Elayavalli RK, Li Y, Lin M, Liu F, Liuti S, Matousek G, McEneaney M, McSpadden D, Menzo T, Miceli T, Mikuni V, Montgomery R, Nachman B, Nair RR, Niestroy J, Oregon SAO, Oleniacz J, Osborn JD, Paudel C, Pecar C, Peng C, Perdue GN, Phelps W, Purschke ML, Rajendran H, Rajput K, Ren Y, Renteria-Estrada DF, Richford D, Roy BJ, Roy D, Saini A, Sato N, Satogata T, Sborlini G, Schram M, Shih D, Singh J, Singh R, Siodmok A, Stevens J, Stone P, Suarez L, Suresh K, Tawfik AN, Acosta FT, Tran N, Trotta R, Twagirayezu FJ, Tyson R, Volkova S, Vossen A, Walter E, Whiteson D, Williams M, Wu S, Zachariou N, Zurita P. Artificial Intelligence for the Electron Ion Collider (AI4EIC). Computing and Software for Big Science. 2024 Dec 1;8(1).

Published In

Computing and Software for Big Science

DOI

EISSN

2510-2044

Publication Date

December 1, 2024

Volume

8

Issue

1