About the Authors

Faruck Morcos

Affiliations Interdisciplinary Center for Network Science and Applications, Notre Dame, Indiana, United States of America, Department of Computer Science and Engineering, University of Notre Dame, Notre Dame, Indiana, United States of America

Santanu Chatterjee

Affiliations Interdisciplinary Center for Network Science and Applications, Notre Dame, Indiana, United States of America, Department of Computer Science and Engineering, University of Notre Dame, Notre Dame, Indiana, United States of America

Christopher L. McClendon

Affiliation Graduate Group in Biophysics and Department of Pharmaceutical Chemistry, University of California, San Francisco, San Francisco, California, United States of America

Paul R. Brenner

Affiliation Center for Research Computing, University of Notre Dame, Notre Dame, Indiana, United States of America

Roberto López-Rendón

Affiliation Facultad de Ciencias, Universidad Autónoma del Estado de México, Toluca, México

John Zintsmaster

Affiliation Department of Chemistry and Biochemistry, University of Notre Dame, Notre Dame, Indiana, United States of America

Maria Ercsey-Ravasz

Affiliations Interdisciplinary Center for Network Science and Applications, Notre Dame, Indiana, United States of America, Department of Physics, University of Notre Dame, Notre Dame, Indiana, United States of America

Christopher R. Sweet

Affiliations Interdisciplinary Center for Network Science and Applications, Notre Dame, Indiana, United States of America, Center for Research Computing, University of Notre Dame, Notre Dame, Indiana, United States of America

Matthew P. Jacobson

Affiliation Graduate Group in Biophysics and Department of Pharmaceutical Chemistry, University of California, San Francisco, San Francisco, California, United States of America

Jeffrey W. Peng

jpeng@nd.edu (JWP); izaguirr@nd.edu (JAI)

Affiliation Department of Chemistry and Biochemistry, University of Notre Dame, Notre Dame, Indiana, United States of America

Jesús A. Izaguirre

jpeng@nd.edu (JWP); izaguirr@nd.edu (JAI)

Affiliations Interdisciplinary Center for Network Science and Applications, Notre Dame, Indiana, United States of America, Department of Computer Science and Engineering, University of Notre Dame, Notre Dame, Indiana, United States of America

Competing Interests

MPJ is a consultant to Schrodinger LLC.

Author Contributions

Conceived and designed the experiments: FM CRS MPJ JWP JAI. Performed the experiments: FM SC CLM PRB RLR JZ MER. Analyzed the data: FM SC CLM PRB RLR JZ MER CRS. Wrote the paper: FM SC CLM PRB RLR MPJ JWP JAI.