Bayesian calibration, process modeling and uncertainty quantification in biotechnology

• Laura Marie Helleckes ,

  Contributed equally to this work with: Laura Marie Helleckes, Michael Osthege

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Visualization, Writing – original draft, Writing – review & editing

  Affiliations Institute of Bio- and Geosciences, IBG-1: Biotechnology, Forschungszentrum Jülich GmbH, Jülich, Germany, Institute of Biotechnology, RWTH Aachen University, Aachen, Germany

  https://orcid.org/0000-0001-7825-7998

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• Michael Osthege ,

  Contributed equally to this work with: Laura Marie Helleckes, Michael Osthege

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Visualization, Writing – original draft, Writing – review & editing

  Affiliations Institute of Bio- and Geosciences, IBG-1: Biotechnology, Forschungszentrum Jülich GmbH, Jülich, Germany, Institute of Biotechnology, RWTH Aachen University, Aachen, Germany

  https://orcid.org/0000-0002-2734-7624

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• Wolfgang Wiechert,

  Roles Writing – review & editing

  Affiliations Institute of Bio- and Geosciences, IBG-1: Biotechnology, Forschungszentrum Jülich GmbH, Jülich, Germany, Computational Systems Biotechnology (AVT.CSB), RWTH Aachen University, Aachen, Germany

  https://orcid.org/0000-0001-8501-0694

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• Eric von Lieres,

  Roles Supervision, Writing – review & editing

  Affiliation Institute of Bio- and Geosciences, IBG-1: Biotechnology, Forschungszentrum Jülich GmbH, Jülich, Germany

  https://orcid.org/0000-0002-0309-8408

  ⨯
• Marco Oldiges

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

  * E-mail: m.oldiges@fz-juelich.de

  Affiliations Institute of Bio- and Geosciences, IBG-1: Biotechnology, Forschungszentrum Jülich GmbH, Jülich, Germany, Institute of Biotechnology, RWTH Aachen University, Aachen, Germany

  https://orcid.org/0000-0003-0704-5597

  ⨯