Accurate prediction of X-ray pulse properties from a free-electron laser using machine learning.
Sanchez-Gonzalez A, Micaelli P, Olivier C, Barillot TR, Ilchen M, Lutman AA, Marinelli A, Maxwell T, Achner A, Agåker M, Berrah N, Bostedt C, Bozek JD, Buck J, Bucksbaum PH, Montero SC, Cooper B, Cryan JP, Dong M, Feifel R, Frasinski LJ, Fukuzawa H, Galler A, Hartmann G, Hartmann N, Helml W, Johnson AS, Knie A, Lindahl AO, Liu J, Motomura K, Mucke M, O'Grady C, Rubensson JE, Simpson ER, Squibb RJ, Såthe C, Ueda K, Vacher M, Walke DJ, Zhaunerchyk V, Coffee RN, Marangos JP.
Sanchez-Gonzalez A, et al. Among authors: hartmann g, hartmann n.
Nat Commun. 2017 Jun 5;8:15461. doi: 10.1038/ncomms15461.
Nat Commun. 2017.
PMID: 28580940
Free PMC article.