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Kelli Humbird
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Year
Burning plasma achieved in inertial fusion
AB Zylstra, OA Hurricane, DA Callahan, AL Kritcher, JE Ralph, HF Robey, ...
Nature 601 (7894), 542-548, 2022
3492022
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
2452022
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
1602018
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
1232022
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
822019
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), 2017
802017
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), 2018
722018
Making inertial confinement fusion models more predictive
JA Gaffney, ST Brandon, KD Humbird, MKG Kruse, RC Nora, JL Peterson, ...
Physics of Plasmas 26 (8), 2019
652019
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), 2020
602020
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), 2020
592020
Deep learning for NLTE spectral opacities
G Kluth, KD Humbird, BK Spears, JL Peterson, HA Scott, MV Patel, ...
Physics of Plasmas 27 (5), 2020
352020
2022 review of data-driven plasma science
R Anirudh, R Archibald, MS Asif, MM Becker, S Benkadda, PT Bremer, ...
IEEE Transactions on Plasma Science, 2023
282023
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), 2021
202021
Achievement of target gain larger than unity in an inertial fusion experiment
H Abu-Shawareb, R Acree, P Adams, J Adams, B Addis, R Aden, P Adrian, ...
Physical Review Letters 132 (6), 065102, 2024
182024
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
152021
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), 2021
152021
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
112019
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
112017
Design of the first fusion experiment to achieve target energy gain
AL Kritcher, AB Zylstra, CR Weber, OA Hurricane, DA Callahan, DS Clark, ...
Physical Review E 109 (2), 025204, 2024
92024
Observations and properties of the first laboratory fusion experiment to exceed a target gain of unity
A Pak, AB Zylstra, KL Baker, DT Casey, E Dewald, L Divol, ...
Physical Review E 109 (2), 025203, 2024
82024
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