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Physical Review E

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J. Plasma Phys. (1)PRX Intelligence (1)Physics of Plasmas (1)

Articles Citing

Time-embedded convolutional neural networks for modeling plasma heat transport

Mufei Luo ^1,*, Charles Heaton ¹, Yizhen Wang ¹, Daniel Plummer ¹, Mila Fitzgerald ¹, Francesco Miniati ², Sam M. Vinko ¹, and Gianluca Gregori ¹

¹Department of Physics, University of Oxford, Parks Road, Oxford OX1 3PU, United Kingdom
²Mach42, Robert Robinson Avenue, Oxford Science Park, Oxford OX4 4GP, United Kingdom

^*Contact author: mufei.luo@physics.ox.ac.uk

Resolution-Robust Machine Learning Heat Flux Closure for Inertial Confinement Fusion Plasmas

M. Luo, A. R. Bell, F. Miniati, S. M. Vinko, and G. Gregori

PRX Intelligence 1 013017 (2026)

Data-driven multi-species heat flux closures for two-stream-unstable plasmas with nonlinear sparse regression

Emil R. Ingelsten, Madox C. McGrae-Menge, E. Paulo Alves, and Istvan Pusztai

Physics of Plasmas 33 042106 (2026)

The machine learning approach to moment closure relations for plasma: a review

Samuel Burles and Enrico Camporeale

J. Plasma Phys. 92 E100 (2026)

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ISSN 2470-0053 (online), 2470-0045 (print).

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