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Kelli Humbird
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Burning plasma achieved in inertial fusion
AB Zylstra, OA Hurricane, DA Callahan, AL Kritcher, JE Ralph, HF Robey, ...
Nature 601 (7894), 542-548, 2022
1282022
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
1152018
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
652017
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
562019
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
562018
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
452019
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
392022
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
392020
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
352020
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
302022
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
262020
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
132021
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
112021
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
82019
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
62021
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
52022
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
52017
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
42022
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
42017
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
32022
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