A multiscale, Bayesian inference approach to augment mechanistic models of cell signaling with machine-learning predictions of binding affinity

• Holly A. Huber,

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

  Affiliation Alfred E. Mann Department of Biomedical Engineering, University of Southern California, Los Angeles, California, United States of America

  ⨯
• Stacey D. Finley

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

  * E-mail: sfinley@usc.edu

  Affiliations Alfred E. Mann Department of Biomedical Engineering, University of Southern California, Los Angeles, California, United States of America, Department of Quantitative and Computational Biology, University of Southern California, Los Angeles, California, United States of America, Mork Family Department of Chemical Engineering and Materials Science, University of Southern California, Los Angeles, California, United States of America

  https://orcid.org/0000-0001-6901-3692

  ⨯