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The data-driven future of high-energy-density physics.
Hatfield PW, Gaffney JA, Anderson GJ, Ali S, Antonelli L, Başeğmez du Pree S, Citrin J, Fajardo M, Knapp P, Kettle B, Kustowski B, MacDonald MJ, Mariscal D, Martin ME, Nagayama T, Palmer CAJ, Peterson JL, Rose S, Ruby JJ, Shneider C, Streeter MJV, Trickey W, Williams B. Hatfield PW, et al. Nature. 2021 May;593(7859):351-361. doi: 10.1038/s41586-021-03382-w. Epub 2021 May 19. Nature. 2021. PMID: 34012079 Review.
Modelling burning thermonuclear plasma.
Rose SJ, Hatfield PW, Scott RHH. Rose SJ, et al. Among authors: hatfield pw. Philos Trans A Math Phys Eng Sci. 2020 Nov 13;378(2184):20200014. doi: 10.1098/rsta.2020.0014. Epub 2020 Oct 12. Philos Trans A Math Phys Eng Sci. 2020. PMID: 33040653 Free PMC article.
Automation and control of laser wakefield accelerators using Bayesian optimization.
Shalloo RJ, Dann SJD, Gruse JN, Underwood CID, Antoine AF, Arran C, Backhouse M, Baird CD, Balcazar MD, Bourgeois N, Cardarelli JA, Hatfield P, Kang J, Krushelnick K, Mangles SPD, Murphy CD, Lu N, Osterhoff J, Põder K, Rajeev PP, Ridgers CP, Rozario S, Selwood MP, Shahani AJ, Symes DR, Thomas AGR, Thornton C, Najmudin Z, Streeter MJV. Shalloo RJ, et al. Nat Commun. 2020 Dec 11;11(1):6355. doi: 10.1038/s41467-020-20245-6. Nat Commun. 2020. PMID: 33311487 Free PMC article.