One model to rule them all: Unification of voltage-gated potassium channel models via deep non-linear mixed effects modelling

• Domas Linkevicius,

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

  Affiliations Institute for Machine Learning, School of Informatics, University of Edinburgh, Edinburgh, United Kingdom, Computational Neuroscience Unit, Okinawa Institute of Science and Technology, Okinawa, Japan

  https://orcid.org/0009-0005-3858-2688

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• Angus Chadwick,

  Roles Conceptualization, Supervision, Writing – review & editing

  Affiliation Institute for Machine Learning, School of Informatics, University of Edinburgh, Edinburgh, United Kingdom

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• Melanie I. Stefan,

  Roles Conceptualization, Supervision, Visualization, Writing – review & editing

  Affiliation Faculty of Medicine, Medical School Berlin, Berlin, Germany

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• David C. Sterratt

  Roles Conceptualization, Supervision, Visualization, Writing – review & editing

  * E-mail: David.C.Sterratt@ed.ac.uk

  Affiliation Institute for Machine Learning, School of Informatics, University of Edinburgh, Edinburgh, United Kingdom

  https://orcid.org/0000-0001-9092-9099

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