Burning plasma achieved in inertial fusion AB Zylstra, OA Hurricane, DA Callahan, AL Kritcher, JE Ralph, HF Robey, ... Nature 601 (7894), 542-548, 2022 | 128 | 2022 |

Deep neural network initialization with decision trees KD Humbird, JL Peterson, RG McClarren IEEE transactions on neural networks and learning systems 30 (5), 1286-1295, 2018 | 115 | 2018 |

Zonal flow generation in inertial confinement fusion implosions JL Peterson, KD Humbird, JE Field, ST Brandon, SH Langer, RC Nora, ... Physics of Plasmas 24 (3), 032702, 2017 | 65 | 2017 |

Transfer learning to model inertial confinement fusion experiments KD Humbird, JL Peterson, BK Spears, RG McClarren IEEE Transactions on Plasma Science 48 (1), 61-70, 2019 | 56 | 2019 |

Deep learning: A guide for practitioners in the physical sciences BK Spears, J Brase, PT Bremer, B Chen, J Field, J Gaffney, M Kruse, ... Physics of Plasmas 25 (8), 080901, 2018 | 56 | 2018 |

Making inertial confinement fusion models more predictive JA Gaffney, ST Brandon, KD Humbird, MKG Kruse, RC Nora, JL Peterson, ... Physics of Plasmas 26 (8), 082704, 2019 | 45 | 2019 |

Design of inertial fusion implosions reaching the burning plasma regime AL Kritcher, CV Young, HF Robey, CR Weber, AB Zylstra, OA Hurricane, ... Nature Physics 18 (3), 251-258, 2022 | 39 | 2022 |

Hotspot conditions achieved in inertial confinement fusion experiments on the National Ignition Facility PK Patel, PT Springer, CR Weber, LC Jarrott, OA Hurricane, B Bachmann, ... Physics of Plasmas 27 (5), 050901, 2020 | 39 | 2020 |

An analytic asymmetric-piston model for the impact of mode-1 shell asymmetry on ICF implosions OA Hurricane, DT Casey, O Landen, AL Kritcher, R Nora, PK Patel, ... Physics of Plasmas 27 (6), 062704, 2020 | 35 | 2020 |

Lawson criterion for ignition exceeded in an inertial fusion experiment H Abu-Shawareb, R Acree, P Adams, J Adams, B Addis, R Aden, P Adrian, ... Physical Review Letters 129 (7), 075001, 2022 | 30 | 2022 |

Deep learning for NLTE spectral opacities G Kluth, KD Humbird, BK Spears, JL Peterson, HA Scott, MV Patel, ... Physics of Plasmas 27 (5), 052707, 2020 | 26 | 2020 |

Cognitive simulation models for inertial confinement fusion: Combining simulation and experimental data KD Humbird, JL Peterson, J Salmonson, BK Spears Physics of Plasmas 28 (4), 042709, 2021 | 13 | 2021 |

Experiments conducted in the burning plasma regime with inertial fusion implosions JS Ross, JE Ralph, AB Zylstra, AL Kritcher, HF Robey, CV Young, ... arXiv preprint arXiv:2111.04640, 2021 | 11 | 2021 |

Parameter inference with deep jointly informed neural networks KD Humbird, JL Peterson, RG McClarren Statistical Analysis and Data Mining: The ASA Data Science Journal 12 (6 …, 2019 | 8 | 2019 |

Three dimensional low-mode areal-density non-uniformities in indirect-drive implosions at the National Ignition Facility DT Casey, OL Landen, E Hartouni, RM Bionta, KD Hahn, PL Volegov, ... Physics of Plasmas 28 (4), 042708, 2021 | 6 | 2021 |

2022 review of data-driven plasma science R Anirudh, R Archibald, MS Asif, MM Becker, S Benkadda, PT Bremer, ... arXiv preprint arXiv:2205.15832, 2022 | 5 | 2022 |

Adjoint-based sensitivity analysis for high-energy density radiative transfer using flux-limited diffusion KD Humbird, RG McClarren High Energy Density Physics 22, 12-16, 2017 | 5 | 2017 |

Neural network surrogate models for absorptivity and emissivity spectra of multiple elements MD Vander Wal, RG McClarren, KD Humbird Machine Learning with Applications 8, 100308, 2022 | 4 | 2022 |

Using deep neural networks to augment NIF post-shot analysis K Humbird, L Peterson, R McClarren, J Field, J Gaffney, M Kruse, R Nora, ... APS Division of Plasma Physics Meeting Abstracts 2017, YO7. 013, 2017 | 4 | 2017 |

Publisher Correction: Burning plasma achieved in inertial fusion AB Zylstra, OA Hurricane, DA Callahan, AL Kritcher, JE Ralph, HF Robey, ... Nature 603 (7903), E34-E34, 2022 | 3 | 2022 |