@misc{indiciae3bf994786272, title = {Physics consistent machine learning framework for inverse modeling with applications to ICF capsule implosions}, author = {Serino, Daniel A. [Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)] (ORCID:000000015413650X) and Bell, Evan Francis [Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)] (ORCID:0000000315847901) and Klasky, Marc Louis [Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)] (ORCID:0000000212830891) and Southworth, Ben Scott [Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)] (ORCID:0000000202834928) and Nadiga, Balasubramanya T. [Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)] (ORCID:0000000181004692) and Wilcox, Trevor [Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)] (ORCID:000000029614824X) and Korobkin, Oleg [Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)] (ORCID:0000000341565342)}, year = {2025}, doi = {10.1038/s41598-025-10869-3}, url = {https://www.osti.gov/biblio/2588088}, note = {Source identifier: 2588088} }