@misc{indiciae44286be29849, title = {A roadmap toward scaling, reasoning and self-evolving foundation models for nuclear and particle physics}, author = {Ren, Yihui [Brookhaven National Laboratory (BNL), Upton, NY (United States)] (ORCID:0000000257506964) and Osborn, Joseph D. [Brookhaven National Laboratory (BNL), Upton, NY (United States)] (ORCID:0000000306977704) and Brost, Elizabeth [Brookhaven National Laboratory (BNL), Upton, NY (United States)] (ORCID:0000000268009808) and Yu, Haiwang [Brookhaven National Laboratory (BNL), Upton, NY (United States)] (ORCID:0000000229734580) and Abidi, Syed Haider [Brookhaven National Laboratory (BNL), Upton, NY (United States)] (ORCID:0000000284969294) and Go, Yeonju [Brookhaven National Laboratory (BNL), Upton, NY (United States)] (ORCID:0000000312531223) and Li, Shuhang [Brookhaven National Laboratory (BNL), Upton, NY (United States)] (ORCID:0000000280313714) and Park, David [Brookhaven National Laboratory (BNL), Upton, NY (United States)] (ORCID:0000000197250193) and Huang, Yi [Brookhaven National Laboratory (BNL), Upton, NY (United States)] (ORCID:0000000270247469) and Luo, Xihaier [Brookhaven National Laboratory (BNL), Upton, NY (United States)] (ORCID:000000027621940X) and Lin, Yuewei [Brookhaven National Laboratory (BNL), Upton, NY (United States)] (ORCID:0000000214294543) and Boyle, Peter [Brookhaven National Laboratory (BNL), Upton, NY (United States)] (ORCID:0000000289601587) and Huang, Jin [Brookhaven National Laboratory (BNL), Upton, NY (United States)] (ORCID:0000000262616172) and Klimentov, Alexei [Brookhaven National Laboratory (BNL), Upton, NY (United States)] (ORCID:0000000327484829) and Begel, Michael [Brookhaven National Laboratory (BNL), Upton, NY (United States)] (ORCID:0000000216344399) and Qian, Xin [Brookhaven National Laboratory (BNL), Upton, NY (United States)] (ORCID:0000000279037935) and Wenaus, Torre J. [Brookhaven National Laboratory (BNL), Upton, NY (United States)] (ORCID:000000028678893X) and Denisov, Dmitri [Brookhaven National Laboratory (BNL), Upton, NY (United States)] (ORCID:0000000331833868) and Deshpande, Abhay [Brookhaven National Laboratory (BNL), Upton, NY (United States)] (ORCID:0000000188531268) and Lin, Meifeng [Brookhaven National Laboratory (BNL), Upton, NY (United States)] (ORCID:0000000330100857) and Yoo, Shinjae [Brookhaven National Laboratory (BNL), Upton, NY (United States)] (ORCID:0000000343786448) and Cavaliere, Viviana [Brookhaven National Laboratory (BNL), Upton, NY (United States)] (ORCID:0000000242978539) and Dunlop, James C. [Brookhaven National Laboratory (BNL), Upton, NY (United States)] (ORCID:0000000183388837) and Ma, Hong [Brookhaven National Laboratory (BNL), Upton, NY (United States)] (ORCID:0000000289166220)}, year = {2026}, doi = {10.1142/s0217751x26500867}, url = {https://www.osti.gov/biblio/3367250}, note = {Source identifier: 3367250} }