Exploring the Capabilities of the Frontier Large Language Models for Nuclear Energy Research.

Gregory G. Davidson

Ahmed Almeldein Mohammed Alnaggar Rick Archibald Tom Beck Arpan Biswas Rike Bostelmann Wes Brewer Chris Bryan Christopher Calle Cihangir Celik Rajni Chahal Jong Youl Choi Arindam Chowdhury Mark R. Cianciosa Franklin Curtis Gregory G. Davidson Sebastian De Pascuale Lisa Fassino Ana Gainaru Yashika Ghai Luke Gibson Qian Gong Christopher Greulich Scott Greenwood Cory D. Hauck Ehab Hassan Rinkle Juneja Soyoung Kang Scott Klasky Atul Kumar Vineet Kumar M. Paul Laiu Calvin Lear Yan-Ru Lin Jono McConnell Furkan Oz Rishi Pillai Anant Raj Pradeep Ramuhalli Marie Romedenne Samantha Sabatino José Salcedo-Pérez Nathan D. See Arpan Sircar Punam Thankur Timothy Reed Younkin Xiao-Ying Yu Prashant Jain Tom Evans Prasanna Balaprakash Exploring the Capabilities of the Frontier Large Language Models for Nuclear Energy Research. 2025 June abs/2506.19863 CoRR https://doi.org/10.48550/arXiv.2506.19863 db/journals/corr/corr2506.html#abs-2506-19863 streams/journals/corr

Rachel N. Slaybaugh Thomas M. Evans 0001 Gregory G. Davidson Paul P. H. Wilson Rayleigh Quotient Iteration with a Multigrid in Energy Preconditioner for Massively Parallel Neutron Transport. 2017 abs/1702.02111 CoRR http://arxiv.org/abs/1702.02111 db/journals/corr/corr1702.html#SlaybaughEDW17

Tara M. Pandya Seth R. Johnson Thomas M. Evans 0001 Gregory G. Davidson Steven P. Hamilton Andrew T. Godfrey Implementation, capabilities, and benchmarking of Shift, a massively parallel Monte Carlo radiation transport code. 239-272 2016 308 J. Comput. Phys. https://doi.org/10.1016/j.jcp.2015.12.037 https://www.wikidata.org/entity/Q57703555 db/journals/jcphy/jcphy308.html#PandyaJEDHG16

Steven P. Hamilton Thomas M. Evans 0001 Gregory G. Davidson Seth R. Johnson Tara M. Pandya Andrew T. Godfrey Hot zero power reactor calculations using the Insilico code. 700-711 2016 314 J. Comput. Phys. https://doi.org/10.1016/j.jcp.2016.03.033 db/journals/jcphy/jcphy314.html#HamiltonEDJPG16

Rachel N. Slaybaugh Thomas M. Evans 0001 Gregory G. Davidson Paul P. H. Wilson Multigrid in energy preconditioner for Krylov solvers. 405-419 2013 242 J. Comput. Phys. https://doi.org/10.1016/j.jcp.2013.02.012 https://www.wikidata.org/entity/Q57703571 db/journals/jcphy/jcphy242.html#SlaybaughEDW13

Christopher Baker Gregory G. Davidson Thomas M. Evans 0001 Steven P. Hamilton Joshua J. Jarrell Wayne Joubert High performance radiation transport simulations: preparing for Titan. 47 2012 SC https://doi.org/10.1109/SC.2012.64 https://doi.ieeecomputersociety.org/10.1109/SC.2012.64 http://dl.acm.org/citation.cfm?id=2389060 https://www.wikidata.org/entity/Q57703575 conf/sc/2012 db/conf/sc/sc2012.html#BakerDEHJJ12 Ahmed Almeldein Mohammed Alnaggar Rick Archibald Christopher Baker Prasanna Balaprakash Tom Beck Arpan Biswas Rike Bostelmann Wesley BrewerWes Brewer Chris Bryan Christopher Calle Cihangir Celik Rajni Chahal Jong Choi 0001Jong Youl Choi Arindam Chowdhury Mark R. Cianciosa Franklin Curtis Thomas M. Evans 0001 Tom Evans Lisa Fassino Ana Gainaru Yashika Ghai Luke Gibson Andrew T. Godfrey Qian Gong Scott Greenwood Christopher Greulich Steven P. Hamilton Ehab Hassan Cory D. Hauck Prashant Jain Joshua J. Jarrell Seth R. Johnson Wayne Joubert Rinkle Juneja Soyoung Kang Scott Klasky Atul Kumar Vineet Kumar M. Paul Laiu Calvin Lear Yan-Ru Lin Jono McConnell Furkan Oz Tara M. Pandya Sebastian De Pascuale Rishi Pillai Anant Raj Pradeep Ramuhalli Marie Romedenne Samantha Sabatino José Salcedo-Pérez Nathan D. See Arpan Sircar Rachel N. Slaybaugh Punam Thankur Paul P. H. Wilson Timothy Reed Younkin Xiao-Ying Yu