Journal article
Artificial Intelligence for the Electron Ion Collider (AI4EIC)
Computing and software for big science, v 8(1), p5
Dec 2024
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.
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Details
- Title
- Artificial Intelligence for the Electron Ion Collider (AI4EIC)
- Creators
- C. Allaire - Centre National de la Recherche ScientifiqueR. Ammendola - Istituto Nazionale di Fisica Nucleare, Roma Tor VergataE.-C. Aschenauer - Brookhaven National LaboratoryM. Balandat - Menlo SchoolM. Battaglieri - Istituto Nazionale di Fisica NucleareJ. Bernauer - Stony Brook UniversityM. Bondì - Istituto Nazionale di Fisica NucleareN. Branson - Messiah UniversityT. Britton - Thomas Jefferson National Accelerator FacilityA. Butter - Centre National de la Recherche ScientifiqueI. Chahrour - University of MichiganP. Chatagnon - Thomas Jefferson National Accelerator FacilityE. Cisbani - Istituto Nazionale di Fisica NucleareE. W. Cline - Stony Brook UniversityS. Dash - Indian Institute of Technology BombayC. Dean - Massachusetts Institute of TechnologyW. Deconinck - University of ManitobaA. Deshpande - Brookhaven National LaboratoryM. Diefenthaler - Thomas Jefferson National Accelerator FacilityR. Ent - Universidad Autónoma de SinaloaC. Fanelli - William & MaryM. Finger - Charles UniversityM. Finger - Charles UniversityE. Fol - European Organization for Nuclear ResearchS. Furletov - Thomas Jefferson National Accelerator FacilityY. Gao - Brookhaven National LaboratoryJ. Giroux - William & MaryN. C. Gunawardhana Waduge - University of VirginiaO. Hassan - University of VictoriaP. L. Hegde - Central University of KarnatakaR. J. Hernández-Pinto - Universidad Autónoma de SinaloaA. Hiller Blin - Institute for Theoretical Physics, TübingenUniversityT. Horn - University of AmericaJ. Huang - Brookhaven National LaboratoryA. Jalotra - University of JammuD. Jayakodige - Hampton UniversityB. Joo - Oak Ridge National LaboratoryM. Junaid - University of ReginaN. Kalantarians - Virginia Union UniversityP. Karande - Lawrence Livermore National LaboratoryB. Kriesten - Center for Nuclear FemtographyR. Kunnawalkam Elayavalli - Vanderbilt UniversityY. Li - Old Dominion UniversityM. Lin - Brookhaven National LaboratoryF. Liu - Oak Ridge National LaboratoryS. Liuti - University of VirginiaG. Matousek - Duke UniversityM. McEneaney - Duke UniversityD. McSpadden - Thomas Jefferson National Accelerator FacilityT. Menzo - University of CincinnatiT. Miceli - Fermi National Accelerator LaboratoryV. Mikuni - Lawrence Berkeley National LaboratoryR. Montgomery - University of GlasgowB. Nachman - Lawrence Berkeley National LaboratoryR. R. Nair - National Centre for Nuclear ResearchJ. Niestroy - William & MaryS. A. Ochoa Oregon - Universidad Autónoma de SinaloaJ. Oleniacz - Warsaw University of TechnologyJ. D. Osborn - Brookhaven National LaboratoryC. Paudel - Florida International UniversityC. Pecar - Duke UniversityC. Peng - Argonne National LaboratoryG. N. Perdue - Fermi National Accelerator LaboratoryW. Phelps - Christopher Newport UniversityM. L. Purschke - Brookhaven National LaboratoryH. Rajendran - Central University of KarnatakaK. Rajput - Thomas Jefferson National Accelerator FacilityY. Ren - Lawrence Berkeley National LaboratoryD. F. Renteria-Estrada - Universidad Autónoma de SinaloaD. Richford - Baruch CollegeB. J. Roy - Bhabha Atomic Research CentreD. Roy - Rutgers, The State University of New JerseyA. Saini - Fermi National Accelerator LaboratoryN. Sato - Thomas Jefferson National Accelerator FacilityT. Satogata - Thomas Jefferson National Accelerator FacilityG. Sborlini - Universidad Europea de ValenciaM. Schram - Thomas Jefferson National Accelerator FacilityD. Shih - Rutgers, The State University of New JerseyJ. Singh - Panjab UniversityR. Singh - Brookhaven National LaboratoryA. Siodmok - Jagiellonian UniversityJ. Stevens - William & MaryP. Stone - William & MaryL. Suarez - William & MaryK. Suresh - William & MaryA.-N. Tawfik - Future University in EgyptF. Torales Acosta - Lawrence Berkeley National LaboratoryN. Tran - Fermi National Accelerator LaboratoryR. Trotta - University of AmericaF. J. Twagirayezu - University of California, Los AngelesR. Tyson - University of GlasgowS. Volkova - Pacific Northwest National LaboratoryA. Vossen - Duke UniversityE. Walter - William & MaryD. Whiteson - University of California, IrvineM. Williams - Massachusetts Institute of TechnologyS. Wu - University of ManitobaN. Zachariou - University of YorkP. Zurita - Universidad Complutense de MadridUnlisted, IN
- Publication Details
- Computing and software for big science, v 8(1), p5
- Publisher
- Springer International Publishing
- Resource Type
- Journal article
- Language
- English
- Academic Unit
- Nick Howley College of Engineering and Computing
- Scopus ID
- 2-s2.0-85185296237
- Other Identifier
- 991022202514004721