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Accurate prediction of X-ray pulse properties from a free-electron laser using machine learning.
Sanchez-Gonzalez, A; Micaelli, P; Olivier, C; Barillot, T R; Ilchen, M; Lutman, A A; Marinelli, A; Maxwell, T; Achner, A; Agåker, M; Berrah, N; Bostedt, C; Bozek, J D; Buck, J; Bucksbaum, P H; Montero, S Carron; Cooper, B; Cryan, J P; Dong, M; Feifel, R; Frasinski, L J; Fukuzawa, H; Galler, A; Hartmann, G; Hartmann, N; Helml, W; Johnson, A S; Knie, A; Lindahl, A O; Liu, J; Motomura, K; Mucke, M; O'Grady, C; Rubensson, J-E; Simpson, E R; Squibb, R J; Såthe, C; Ueda, K; Vacher, M; Walke, D J; Zhaunerchyk, V; Coffee, R N; Marangos, J P.
Afiliación
  • Sanchez-Gonzalez A; Department of Physics, Imperial College London, London, SW7 2AZ, UK.
  • Micaelli P; Department of Physics, Imperial College London, London, SW7 2AZ, UK.
  • Olivier C; Department of Physics, Imperial College London, London, SW7 2AZ, UK.
  • Barillot TR; Department of Physics, Imperial College London, London, SW7 2AZ, UK.
  • Ilchen M; Stanford PULSE Institute, SLAC National Accelerator Laboratory, Menlo Park, California 94025, USA.
  • Lutman AA; European XFEL GmbH, Holzkoppel 4, 22869 Schenefeld, Germany.
  • Marinelli A; Linac Coherent Light Source, SLAC National Accelerator Laboratory, Menlo Park, California 94025, USA.
  • Maxwell T; Linac Coherent Light Source, SLAC National Accelerator Laboratory, Menlo Park, California 94025, USA.
  • Achner A; Linac Coherent Light Source, SLAC National Accelerator Laboratory, Menlo Park, California 94025, USA.
  • Agåker M; European XFEL GmbH, Holzkoppel 4, 22869 Schenefeld, Germany.
  • Berrah N; Department of Physics and Astronomy, Uppsala University, Uppsala 75120, Sweden.
  • Bostedt C; Department of Physics, University of Connecticut, 2152 Hillside Road, U-3046, Storrs, Connecticut 06269, USA.
  • Bozek JD; Linac Coherent Light Source, SLAC National Accelerator Laboratory, Menlo Park, California 94025, USA.
  • Buck J; Argonne National Laboratory, Lemont, Illinois 60439, USA.
  • Bucksbaum PH; Synchrotron SOLEIL, L'Orme des Merisiers, Saint Aubin, 91192 Gif-sur-Yvette, France.
  • Montero SC; Deutsches Elektronen-Synchrotron DESY, Notkestrasse 85, 22607 Hamburg, Germany.
  • Cooper B; Stanford PULSE Institute, SLAC National Accelerator Laboratory, Menlo Park, California 94025, USA.
  • Cryan JP; Department of Physics, Stanford University, 382 Via Pueblo Mall, Stanford, California 94305, USA.
  • Dong M; Linac Coherent Light Source, SLAC National Accelerator Laboratory, Menlo Park, California 94025, USA.
  • Feifel R; Department of Physics, California Lutheran University, 60 West Olsen Road, Thousand Oaks, California 91360, USA.
  • Frasinski LJ; Department of Physics, Imperial College London, London, SW7 2AZ, UK.
  • Fukuzawa H; Stanford PULSE Institute, SLAC National Accelerator Laboratory, Menlo Park, California 94025, USA.
  • Galler A; Department of Physics and Astronomy, Uppsala University, Uppsala 75120, Sweden.
  • Hartmann G; Department of Physics, University of Gothenburg, Origovägen 6B, 41296 Gothenburg, Sweden.
  • Hartmann N; Department of Physics, Imperial College London, London, SW7 2AZ, UK.
  • Helml W; Institute of Multidisciplinary Research for Advanced Materials, Tohoku University, Sendai 980-8577, Japan.
  • Johnson AS; European XFEL GmbH, Holzkoppel 4, 22869 Schenefeld, Germany.
  • Knie A; Deutsches Elektronen-Synchrotron DESY, Notkestrasse 85, 22607 Hamburg, Germany.
  • Lindahl AO; Institut für Physik und CINSaT, Universität Kassel, Heinrich-Plett-Str 40, 34132 Kassel, Germany.
  • Liu J; Linac Coherent Light Source, SLAC National Accelerator Laboratory, Menlo Park, California 94025, USA.
  • Motomura K; Linac Coherent Light Source, SLAC National Accelerator Laboratory, Menlo Park, California 94025, USA.
  • Mucke M; Physics Department E11, TU Munich, James-Franck-Str 1, 85748 Garching, Germany.
  • O'Grady C; Department of Physics, Imperial College London, London, SW7 2AZ, UK.
  • Rubensson JE; Institut für Physik und CINSaT, Universität Kassel, Heinrich-Plett-Str 40, 34132 Kassel, Germany.
  • Simpson ER; Stanford PULSE Institute, SLAC National Accelerator Laboratory, Menlo Park, California 94025, USA.
  • Squibb RJ; Department of Physics, University of Gothenburg, Origovägen 6B, 41296 Gothenburg, Sweden.
  • Såthe C; European XFEL GmbH, Holzkoppel 4, 22869 Schenefeld, Germany.
  • Ueda K; Institute of Multidisciplinary Research for Advanced Materials, Tohoku University, Sendai 980-8577, Japan.
  • Vacher M; Department of Physics and Astronomy, Uppsala University, Uppsala 75120, Sweden.
  • Walke DJ; Linac Coherent Light Source, SLAC National Accelerator Laboratory, Menlo Park, California 94025, USA.
  • Zhaunerchyk V; Department of Physics and Astronomy, Uppsala University, Uppsala 75120, Sweden.
  • Coffee RN; Department of Physics, Imperial College London, London, SW7 2AZ, UK.
  • Marangos JP; Department of Physics, University of Gothenburg, Origovägen 6B, 41296 Gothenburg, Sweden.
Nat Commun ; 8: 15461, 2017 06 05.
Article en En | MEDLINE | ID: mdl-28580940
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Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Tipo de estudio: Prognostic_studies / Risk_factors_studies Idioma: En Revista: Nat Commun Asunto de la revista: BIOLOGIA / CIENCIA Año: 2017 Tipo del documento: Article País de afiliación: Reino Unido
Texto completo
Imprimir
XML
PubMed Links
Buscar en Google

Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Tipo de estudio: Prognostic_studies / Risk_factors_studies Idioma: En Revista: Nat Commun Asunto de la revista: BIOLOGIA / CIENCIA Año: 2017 Tipo del documento: Article País de afiliación: Reino Unido