WANG Hao, SHEN Hao, JIANG Bo. Machine Learning Methods in Inertial Confinement Fusion[J]. Chinese Journal of Computational Physics, 2025, 42(6): 660-676. DOI: 10.19596/j.cnki.1001-246x.9036
Citation: WANG Hao, SHEN Hao, JIANG Bo. Machine Learning Methods in Inertial Confinement Fusion[J]. Chinese Journal of Computational Physics, 2025, 42(6): 660-676. DOI: 10.19596/j.cnki.1001-246x.9036

Machine Learning Methods in Inertial Confinement Fusion

  • In recent years, machine learning (ML) methods have emerged as crucial tools in inertial confinement fusion (ICF) research. This paper compiles ML algorithms employed in ICF studies over the past decade, elucidates their operational principles, distinctive features, and application scenarios, provides representative implementation cases, and analyzes developmental trends within this interdisciplinary domain.
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