TY  - RPRT
TI  - Predicting fusion ignition at the National Ignition Facility with physics-informed deep learning
AU  - Spears, Brian K. [Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)] (ORCID:0000000169468996)
AU  - Brandon, Scott [Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)] (ORCID:0009000615764945)
AU  - Casey, Dan T. [Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)] (ORCID:000000032125677X)
AU  - Field, John E. [Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)] (ORCID:0000000260820233)
AU  - Gaffney, Jim A. [Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States); Focused Energy Inc., Redwood City, CA (United States)] (ORCID:0000000224080047)
AU  - Humbird, Kelli D. [Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)] (ORCID:0000000200553858)
AU  - Kritcher, Andrea L. [Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)]
AU  - Kruse, Michael K. G. [Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)] (ORCID:0000000289013857)
AU  - Kur, Eugene [Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)]
AU  - Kustowski, Bogdan [Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)] (ORCID:0000000320853206)
AU  - Langer, S. [Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)]
AU  - Munro, Dave [Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)] (ORCID:0000000206626923)
AU  - Nora, Ryan [Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)] (ORCID:0000000254788820)
AU  - Peterson, J. Luc [Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)] (ORCID:0000000251675708)
AU  - Schlossberg, Dave J. [Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)] (ORCID:0000000287139448)
AU  - Springer, Paul [Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)] (ORCID:0009000389782095)
AU  - Zylstra, Alex [Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States); Pacific Fusion, Fremont, CA (United States)] (ORCID:0000000304897479)
PY  - 2025
DO  - 10.1126/science.adm8201
UR  - https://www.osti.gov/biblio/2589559
ID  - 2589559
ER  -