@misc{indiciae1e1ea9e90fff, title = {Enabling Fast, High-Fidelity Time-Dependent NLTE Modeling via a Physics-Informed Deep Learning Surrogate}, author = {Cho, Min Sang [Lawrence Livermore National Laboratory] and Anderson, William [Lawrence Livermore National Laboratory] and Choi, Youngsoo [Lawrence Livermore National Laboratory] and Le, Hai P. [Lawrence Livermore National Laboratory] and Foord, Mark [Lawrence Livermore National Laboratory] and Grabowski, Paul [Lawrence Livermore National Laboratory] and Libby, Steve [Lawrence Livermore National Laboratory] and Heeter, Bob [Lawrence Livermore National Laboratory]}, year = {2026}, doi = {10.2172/3389283}, url = {https://www.osti.gov/biblio/3389283}, note = {Source identifier: 3389283} }