Artificial Intelligence for the Electron Ion Collider (AI4EIC)
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.
Cite
@article{arxiv.2307.08593,
title = {Artificial Intelligence for the Electron Ion Collider (AI4EIC)},
author = {C. Allaire and R. Ammendola and E. -C. Aschenauer and M. Balandat and M. Battaglieri and J. Bernauer and M. Bondì and N. Branson and T. Britton and A. Butter and I. Chahrour and P. Chatagnon and E. Cisbani and E. W. Cline and S. Dash and C. Dean and W. Deconinck and A. Deshpande and M. Diefenthaler and R. Ent and C. Fanelli and M. Finger and M. Finger, and E. Fol and S. Furletov and Y. Gao and J. Giroux and N. C. Gunawardhana Waduge and R. Harish and O. Hassan and P. L. Hegde and R. J. Hernández-Pinto and A. Hiller Blin and T. Horn and J. Huang and D. Jayakodige and B. Joo and M. Junaid and P. Karande and B. Kriesten and R. Kunnawalkam Elayavalli and M. Lin and F. Liu and S. Liuti and G. Matousek and M. McEneaney and D. McSpadden and T. Menzo and T. Miceli and V. Mikuni and R. Montgomery and B. Nachman and R. R. Nair and J. Niestroy and S. A. Ochoa Oregon and J. Oleniacz and J. D. Osborn and C. Paudel and C. Pecar and C. Peng and G. N. Perdue and W. Phelps and M. L. Purschke and K. Rajput and Y. Ren and D. F. Renteria-Estrada and D. Richford and B. J. Roy and D. Roy and N. Sato and T. Satogata and G. Sborlini and M. Schram and D. Shih and J. Singh and R. Singh and A. Siodmok and P. Stone and J. Stevens and L. Suarez and K. Suresh and A. -N. Tawfik and F. Torales Acosta and N. Tran and R. Trotta and F. J. Twagirayezu and R. Tyson and S. Volkova and A. Vossen and E. Walter and D. Whiteson and M. Williams and S. Wu and N. Zachariou and P. Zurita},
journal= {arXiv preprint arXiv:2307.08593},
year = {2023}
}
Comments
27 pages, 11 figures, AI4EIC workshop, tutorials and hackathon