Achieving Occam’s razor: Deep learning for optimal model reduction

• Botond B. Antal,

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

  Affiliation Department of Biomedical Engineering, Stony Brook University, Stony Brook, New York, United States of America

  ⨯
• Anthony G. Chesebro,

  Roles Investigation, Writing – original draft, Writing – review & editing

  Affiliation Department of Biomedical Engineering, Stony Brook University, Stony Brook, New York, United States of America

  ⨯
• Helmut H. Strey,

  Roles Conceptualization, Methodology, Supervision, Writing – original draft, Writing – review & editing

  Affiliations Department of Biomedical Engineering, Stony Brook University, Stony Brook, New York, United States of America, Laufer Center for Physical and Quantitative Biology, Stony Brook University, Stony Brook, New York, United States of America

  ⨯
• Lilianne R. Mujica-Parodi,

  Roles Conceptualization, Funding acquisition, Project administration, Resources, Software, Supervision, Writing – original draft, Writing – review & editing

  Affiliations Department of Biomedical Engineering, Stony Brook University, Stony Brook, New York, United States of America, Laufer Center for Physical and Quantitative Biology, Stony Brook University, Stony Brook, New York, United States of America, Santa Fe Institute, Santa Fe, New Mexico, United States of America

  ⨯
• Corey Weistuch

  Roles Conceptualization, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Writing – original draft, Writing – review & editing

  * E-mail: weistucc@mskcc.org

  Affiliation Department of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, New York, United States of America

  https://orcid.org/0000-0001-6044-2511

  ⨯