Dustin H. Froula

According to our database, Dustin H. Froula authored at least 5 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Qualitative and quantitative enhancement of parameter estimation for model-based diagnostics using automatic differentiation with an application to inertial fusion.

A L. Milder, Archis S. Joglekar, Wojciech Rozmus, Dustin H. Froula

Mach. Learn. Sci. Technol., March, 2024

2022

Building high accuracy emulators for scientific simulations with deep neural architecture search.

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

Mach. Learn. Sci. Technol., 2022

2020

Up to two billion times acceleration of scientific simulations with deep neural architecture search.

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

CoRR, 2020

2019

Tripled yield in direct-drive laser fusion through statistical modelling.

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

Nat., 2019

<i>LPSE</i>: A 3-D wave-based model of cross-beam energy transfer in laser-irradiated plasmas.

Jason F. Myatt, John G. Shaw, Russell K. Follett, Dana H. Edgell, Dustin H. Froula, John P. Palastro, Valeri N. Goncharov

J. Comput. Phys., 2019