TY - RPRT TI - Physics-informed transformation toward improving the machine-learned NLTE models of ICF simulations AU - Cho, Min Sang (ORCID:0000000199861422) AU - Grabowski, Paul E. (ORCID:0000000289310544) AU - Thopalli, Kowshik AU - Jayram, Thathachar S. AU - Barrow, Michael J. (ORCID:0000000290000543) AU - Thiagarajan, Jayaraman J. AU - Anirudh, Rushil (ORCID:0000000241863502) AU - Le, Hai P. (ORCID:0000000253588931) AU - Scott, Howard A. AU - Kallman, Joshua B. (ORCID:0009000923708400) AU - Stephens, Branson C. (ORCID:0009000215293590) AU - Foord, Mark E. AU - Gaffney, Jim A. (ORCID:0000000224080047) AU - Bremer, Peer-Timo (ORCID:0000000341073831) PY - 2025 DO - 10.1103/physrevresearch.7.023150 UR - https://www.osti.gov/biblio/2566638 ID - 2566638 ER -