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ORCIDDustin H. Froula
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2020 – today
- 2024
[j4]A L. Milder
, Archis S. Joglekar, Wojciech Rozmus, Dustin H. Froula:
Qualitative and quantitative enhancement of parameter estimation for model-based diagnostics using automatic differentiation with an application to inertial fusion. Mach. Learn. Sci. Technol. 5(1): 15026 (2024)- 2022
- [j3]Muhammad Firmansyah Kasim, Duncan Watson-Parris, Lucia Deaconu, Sophy Oliver, Peter W. Hatfield, Dustin H. Froula, Gianluca Gregori, Matt Jarvis, Samar Khatiwala, Jun Korenaga, Jacob Topp-Mugglestone, Eleonora Viezzer, Sam M. Vinko:
Building high accuracy emulators for scientific simulations with deep neural architecture search. Mach. Learn. Sci. Technol. 3(1): 15013 (2022) - 2020
- [i1]Muhammad Firmansyah Kasim, Duncan Watson-Parris, Lucia Deaconu, Sophy Oliver, Peter W. Hatfield, Dustin H. Froula, Gianluca Gregori, Matt Jarvis, Samar Khatiwala, Jun Korenaga, Jacob Topp-Mugglestone, Eleonora Viezzer, Sam M. Vinko:
Up to two billion times acceleration of scientific simulations with deep neural architecture search. CoRR abs/2001.08055 (2020)
2010 – 2019
- 2019
- [j2]Jason F. Myatt, John G. Shaw, Russell K. Follett, Dana H. Edgell, Dustin H. Froula, John P. Palastro, Valeri N. Goncharov:
LPSE: A 3-D wave-based model of cross-beam energy transfer in laser-irradiated plasmas. J. Comput. Phys. 399 (2019) - [j1]Varchas Gopalaswamy, Riccardo Betti, J. P. Knauer, N. Luciani, D. Patel, K. M. Woo, A. Bose, I. V. Igumenshchev, E. M. Campbell, K. S. Anderson, K. A. Bauer, M. J. Bonino, D. Cao, A. R. Christopherson, G. W. Collins, T. J. B. Collins, J. R. Davies, J. A. Delettrez, Dana H. Edgell, R. Epstein, C. J. Forrest, Dustin H. Froula, V. Y. Glebov, Valeri N. Goncharov, D. R. Harding, S. X. Hu, D. W. Jacobs-Perkins, R. T. Janezic, J. H. Kelly, O. M. Mannion, Andrei V. Maximov, F. J. Marshall, D. T. Michel, S. Miller, S. F. B. Morse, John P. Palastro, J. Peebles, P. B. Radha, S. P. Regan, S. Sampat, T. C. Sangster, A. B. Sefkow, W. Seka, R. C. Shah, W. T. Shmyada, A. Shvydky, C. Stoeckl, A. A. Solodov, W. Theobald, Jonathan D. Zuegel, M. Gatu Johnson, Richard D. Petrasso, C. K. Li, Johan A. Frenje:
Tripled yield in direct-drive laser fusion through statistical modelling. Nat. 565(7741): 581-586 (2019)
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