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; et al. (CoRR, 2020)

The data-driven future of high-energy-density physics. - Peter W. Hatfield; Jim A. Gaffney; Gemma J. Anderson; Suzanne Ali; Luca Antonelli; Suzan Basegmez du Pree; Jonathan Citrin; Marta Fajardo; Patrick F. Knapp; Brendan Kettle; Bogdan Kustowski; Michael J. MacDonald; et al. (Nat., 2021)

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; et al. (Mach. Learn. Sci. Technol., 2022)