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A roadmap toward scaling, reasoning and self-evolving foundation models for nuclear and particle physics.

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Title: A roadmap toward scaling, reasoning and self-evolving foundation models for nuclear and particle physics.
Authors: Ren, Yihui1 (AUTHOR) yren@bnl.gov, Osborn, Joseph D.1 (AUTHOR) josborn1@bnl.gov, Brost, Elizabeth1 (AUTHOR) ebrost@bnl.gov, Yu, Haiwang1 (AUTHOR) hyu@bnl.gov, Abidi, Syed Haider1 (AUTHOR) sabidi@bnl.gov, Go, Yeonju1 (AUTHOR) ygo@bnl.gov, Li, Shuhang1 (AUTHOR) sli7@bnl.gov, Park, David1 (AUTHOR) dpark1@bnl.gov, Huang, Yi1 (AUTHOR) yhuang2@bnl.gov, Luo, Xihaier1 (AUTHOR) xluo@bnl.gov, Lin, Yuewei1 (AUTHOR) ywlin@bnl.gov, Boyle, Peter1 (AUTHOR) pboyle@bnl.gov, Huang, Jin1 (AUTHOR) jhuang@bnl.gov, Klimentov, Alexei1 (AUTHOR) aak@bnl.gov, Begel, Michael1 (AUTHOR) begel@bnl.gov, Qian, Xin1 (AUTHOR) xqian@bnl.gov, Wenaus, Torre J.1 (AUTHOR) twenaus@bnl.gov, Denisov, Dmitri1 (AUTHOR) denisovd@bnl.gov, Deshpande, Abhay1 (AUTHOR) abhay@bnl.gov, Lin, Meifeng1 (AUTHOR) mlin@bnl.gov
Source: International Journal of Modern Physics A: Particles & Fields; Gravitation; Cosmology; Nuclear Physics. 6/10/2026, Vol. 41 Issue 15/16, p1-22. 22p.
Database: Environment Complete
Description
ISSN:0217751X
DOI:10.1142/S0217751X26500867