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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
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Header DbId: eih
DbLabel: Environment Complete
An: 194092293
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PubType: Academic Journal
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  Data: A roadmap toward scaling, reasoning and self-evolving foundation models for nuclear and particle physics.
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  Data: <searchLink fieldCode="AR" term="%22Ren%2C+Yihui%22">Ren, Yihui</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> yren@bnl.gov</i><br /><searchLink fieldCode="AR" term="%22Osborn%2C+Joseph+D%2E%22">Osborn, Joseph D.</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> josborn1@bnl.gov</i><br /><searchLink fieldCode="AR" term="%22Brost%2C+Elizabeth%22">Brost, Elizabeth</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> ebrost@bnl.gov</i><br /><searchLink fieldCode="AR" term="%22Yu%2C+Haiwang%22">Yu, Haiwang</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> hyu@bnl.gov</i><br /><searchLink fieldCode="AR" term="%22Abidi%2C+Syed+Haider%22">Abidi, Syed Haider</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> sabidi@bnl.gov</i><br /><searchLink fieldCode="AR" term="%22Go%2C+Yeonju%22">Go, Yeonju</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> ygo@bnl.gov</i><br /><searchLink fieldCode="AR" term="%22Li%2C+Shuhang%22">Li, Shuhang</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> sli7@bnl.gov</i><br /><searchLink fieldCode="AR" term="%22Park%2C+David%22">Park, David</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> dpark1@bnl.gov</i><br /><searchLink fieldCode="AR" term="%22Huang%2C+Yi%22">Huang, Yi</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> yhuang2@bnl.gov</i><br /><searchLink fieldCode="AR" term="%22Luo%2C+Xihaier%22">Luo, Xihaier</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> xluo@bnl.gov</i><br /><searchLink fieldCode="AR" term="%22Lin%2C+Yuewei%22">Lin, Yuewei</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> ywlin@bnl.gov</i><br /><searchLink fieldCode="AR" term="%22Boyle%2C+Peter%22">Boyle, Peter</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> pboyle@bnl.gov</i><br /><searchLink fieldCode="AR" term="%22Huang%2C+Jin%22">Huang, Jin</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> jhuang@bnl.gov</i><br /><searchLink fieldCode="AR" term="%22Klimentov%2C+Alexei%22">Klimentov, Alexei</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> aak@bnl.gov</i><br /><searchLink fieldCode="AR" term="%22Begel%2C+Michael%22">Begel, Michael</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> begel@bnl.gov</i><br /><searchLink fieldCode="AR" term="%22Qian%2C+Xin%22">Qian, Xin</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> xqian@bnl.gov</i><br /><searchLink fieldCode="AR" term="%22Wenaus%2C+Torre+J%2E%22">Wenaus, Torre J.</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> twenaus@bnl.gov</i><br /><searchLink fieldCode="AR" term="%22Denisov%2C+Dmitri%22">Denisov, Dmitri</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> denisovd@bnl.gov</i><br /><searchLink fieldCode="AR" term="%22Deshpande%2C+Abhay%22">Deshpande, Abhay</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> abhay@bnl.gov</i><br /><searchLink fieldCode="AR" term="%22Lin%2C+Meifeng%22">Lin, Meifeng</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> mlin@bnl.gov</i>
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  Data: <searchLink fieldCode="JN" term="%22International+Journal+of+Modern+Physics+A%3A+Particles+%26+Fields%3B+Gravitation%3B+Cosmology%3B+Nuclear+Physics%22">International Journal of Modern Physics A: Particles & Fields; Gravitation; Cosmology; Nuclear Physics</searchLink>. 6/10/2026, Vol. 41 Issue 15/16, p1-22. 22p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=eih&AN=194092293
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        Value: 10.1142/S0217751X26500867
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        Text: English
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              Text: 6/10/2026
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              Y: 2026
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