@misc{indiciaea45092cd07c9, title = {Integrated LLM-based Job Manager Agent for Design Optimization}, author = {Fernandez, Giselle [Lawrence Livermore National Laboratory] and Gopalakrishnan Menon, Harshitha [Lawrence Livermore National Laboratory] and Korner, Kevin [Lawrence Livermore National Laboratory] and Gunnarson, Brian [Lawrence Livermore National Laboratory] and Belof, Jon [Lawrence Livermore National Laboratory] and Biwer, Christopher and Brown, Nathan [Sandia National Laboratory] and Garmon, Andrew [Los Alamos National Laboratory] and Herring, Angela [Los Alamos National Laboratory] and Jekel, Charles [Lawrence Livermore National Laboratory] and Li, Ying Wai and Rockefeller, Gabriel and Shachar, Meir [Lawrence Livermore National Laboratory] and Schill, William [Lawrence Livermore National Laboratory] and Sterbentz, Dane [Lawrence Livermore National Laboratory] and White, Dan [Lawrence Livermore National Laboratory]}, year = {2026}, doi = {10.2172/3388899}, url = {https://www.osti.gov/biblio/3388899}, note = {Source identifier: 3388899} }