Deep neural networks to recover unknown physical parameters from oscillating time series

• Antoine Garcon ,

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Writing – original draft, Writing – review & editing

  * E-mail: garcon@uni-mainz.de

  Affiliations Johannes Gutenberg-Universität, Mainz, Germany, Helmholtz-Institut, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Mainz, Germany

  https://orcid.org/0000-0003-4881-8752

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• Julian Vexler,

  Roles Conceptualization, Investigation, Methodology, Validation, Writing – original draft, Writing – review & editing

  Affiliation Johannes Gutenberg-Universität, Mainz, Germany

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• Dmitry Budker,

  Roles Conceptualization, Funding acquisition, Investigation, Methodology, Project administration, Supervision, Writing – review & editing

  Affiliations Johannes Gutenberg-Universität, Mainz, Germany, Helmholtz-Institut, GSI Helmholtzzentrum für Schwerionenforschung GmbH, Mainz, Germany, Department of Physics, University of California Berkeley, Berkeley, California, United States of America

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• Stefan Kramer

  Roles Conceptualization, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Supervision, Writing – review & editing

  Affiliation Johannes Gutenberg-Universität, Mainz, Germany

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