Predicting fusion ignition at the National Ignition Facility with physics-informed deep learning.

Spears BK, Brandon S, Casey DT, Field JE, Gaffney JA, Humbird KD, Kritcher AL, Kruse MKG, Kur E, Kustowski B, Langer S, Munro D, Nora R, Peterson JL, Schlossberg DJ, Springer P, Zylstra A

Open source

DOI
10.1126/science.adm8201
Published
2025 Aug 14
Container
Science (New York, N.Y.)
Publisher
Not recorded
Open access
unknown

Credibility signals

limited evidence Score 43/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

Cite this work

BibTeX

@article{allodium:10.1126/science.adm8201,
  title = {Predicting fusion ignition at the National Ignition Facility with physics-informed deep learning.},
  author = {Spears BK and Brandon S and Casey DT and Field JE and Gaffney JA and Humbird KD and Kritcher AL and Kruse MKG and Kur E and Kustowski B and Langer S and Munro D and Nora R and Peterson JL and Schlossberg DJ and Springer P and Zylstra A},
  year = {2025},
  journal = {Science (New York, N.Y.)},
  doi = {10.1126/science.adm8201},
  url = {https://doi.org/10.1126/science.adm8201}
}

RIS

TY  - JOUR
TI  - Predicting fusion ignition at the National Ignition Facility with physics-informed deep learning.
AU  - Spears BK
AU  - Brandon S
AU  - Casey DT
AU  - Field JE
AU  - Gaffney JA
AU  - Humbird KD
AU  - Kritcher AL
AU  - Kruse MKG
AU  - Kur E
AU  - Kustowski B
AU  - Langer S
AU  - Munro D
AU  - Nora R
AU  - Peterson JL
AU  - Schlossberg DJ
AU  - Springer P
AU  - Zylstra A
PY  - 2025
JO  - Science (New York, N.Y.)
DO  - 10.1126/science.adm8201
UR  - https://doi.org/10.1126/science.adm8201
ER  - 

APA

BK, S., S, B., DT, C., JE, F., JA, G., KD, H., AL, K., MKG, K., E, K., B, K., S, L., D, M., R, N., JL, P., DJ, S., P, S., & A, Z. (2025). Predicting fusion ignition at the National Ignition Facility with physics-informed deep learning.. Science (New York, N.Y.). https://doi.org/10.1126/science.adm8201

Source records