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Automation and control of laser wakefield accelerators using Bayesian optimization.
Shalloo, R J; Dann, S J D; Gruse, J-N; Underwood, C I D; Antoine, A F; Arran, C; Backhouse, M; Baird, C D; Balcazar, M D; Bourgeois, N; Cardarelli, J A; Hatfield, P; Kang, J; Krushelnick, K; Mangles, S P D; Murphy, C D; Lu, N; Osterhoff, J; Põder, K; Rajeev, P P; Ridgers, C P; Rozario, S; Selwood, M P; Shahani, A J; Symes, D R; Thomas, A G R; Thornton, C; Najmudin, Z; Streeter, M J V.
Afiliação
  • Shalloo RJ; The John Adams Institute for Accelerator Science, Imperial College London, London, SW7 2AZ, UK. r.shalloo@imperial.ac.uk.
  • Dann SJD; Central Laser Facility, STFC Rutherford Appleton Laboratory, Didcot, OX11 0QX, UK.
  • Gruse JN; The John Adams Institute for Accelerator Science, Imperial College London, London, SW7 2AZ, UK.
  • Underwood CID; Department of Physics, York Plasma Institute, University of York, York, YO10 5DD, UK.
  • Antoine AF; Center for Ultrafast Optical Science, University of Michigan, Ann Arbor, MI, 48109-2099, USA.
  • Arran C; Department of Physics, York Plasma Institute, University of York, York, YO10 5DD, UK.
  • Backhouse M; The John Adams Institute for Accelerator Science, Imperial College London, London, SW7 2AZ, UK.
  • Baird CD; Central Laser Facility, STFC Rutherford Appleton Laboratory, Didcot, OX11 0QX, UK.
  • Balcazar MD; Department of Physics, York Plasma Institute, University of York, York, YO10 5DD, UK.
  • Bourgeois N; Center for Ultrafast Optical Science, University of Michigan, Ann Arbor, MI, 48109-2099, USA.
  • Cardarelli JA; Central Laser Facility, STFC Rutherford Appleton Laboratory, Didcot, OX11 0QX, UK.
  • Hatfield P; Center for Ultrafast Optical Science, University of Michigan, Ann Arbor, MI, 48109-2099, USA.
  • Kang J; Clarendon Laboratory, University of Oxford, Parks Road, Oxford, OX1 3PU, UK.
  • Krushelnick K; Department of Chemical Engineering, University of Michigan, Ann Arbor, MI, 48109, USA.
  • Mangles SPD; Center for Ultrafast Optical Science, University of Michigan, Ann Arbor, MI, 48109-2099, USA.
  • Murphy CD; The John Adams Institute for Accelerator Science, Imperial College London, London, SW7 2AZ, UK.
  • Lu N; Department of Physics, York Plasma Institute, University of York, York, YO10 5DD, UK.
  • Osterhoff J; Department of Materials Science and Engineering, University of Michigan, Ann Arbor, MI, 48109, USA.
  • Põder K; Deutsches Elektronen-Synchrotron DESY, Notkestraße 85, 22607, Hamburg, Germany.
  • Rajeev PP; Deutsches Elektronen-Synchrotron DESY, Notkestraße 85, 22607, Hamburg, Germany.
  • Ridgers CP; Central Laser Facility, STFC Rutherford Appleton Laboratory, Didcot, OX11 0QX, UK.
  • Rozario S; Department of Physics, York Plasma Institute, University of York, York, YO10 5DD, UK.
  • Selwood MP; The John Adams Institute for Accelerator Science, Imperial College London, London, SW7 2AZ, UK.
  • Shahani AJ; Department of Physics, York Plasma Institute, University of York, York, YO10 5DD, UK.
  • Symes DR; Department of Materials Science and Engineering, University of Michigan, Ann Arbor, MI, 48109, USA.
  • Thomas AGR; Central Laser Facility, STFC Rutherford Appleton Laboratory, Didcot, OX11 0QX, UK.
  • Thornton C; Center for Ultrafast Optical Science, University of Michigan, Ann Arbor, MI, 48109-2099, USA.
  • Najmudin Z; Central Laser Facility, STFC Rutherford Appleton Laboratory, Didcot, OX11 0QX, UK.
  • Streeter MJV; The John Adams Institute for Accelerator Science, Imperial College London, London, SW7 2AZ, UK.
Nat Commun ; 11(1): 6355, 2020 Dec 11.
Article em En | MEDLINE | ID: mdl-33311487
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Texto completo: 1 Base de dados: MEDLINE Idioma: En Ano de publicação: 2020 Tipo de documento: Article
Texto completo
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Texto completo: 1 Base de dados: MEDLINE Idioma: En Ano de publicação: 2020 Tipo de documento: Article