About the Authors

Quan Wang

Affiliation Frankfurt Institute for Advanced Studies (FIAS), Goethe University, Frankfurt, Germany

Kerstin Birod

Affiliation Institute for Clinical Pharmacology, Goethe University, Frankfurt, Germany

Carlo Angioni

Affiliation Institute for Clinical Pharmacology, Goethe University, Frankfurt, Germany

Sabine Grösch

Affiliation Institute for Clinical Pharmacology, Goethe University, Frankfurt, Germany

Tim Geppert

Affiliation Institute of Pharmaceutical Sciences, Swiss Federal Institute of Technology (ETH), Zürich, Switzerland

Petra Schneider

Affiliation Institute of Pharmaceutical Sciences, Swiss Federal Institute of Technology (ETH), Zürich, Switzerland

Matthias Rupp

Contributed equally to this work with: Matthias Rupp, Gisbert Schneider

Current address: Institute for Pure and Applied Mathematics (IPAM), University of California, Los Angeles, Los Angeles, California, United States of America

Affiliation Machine Learning Group, Technical University, Berlin, Germany

Gisbert Schneider

Contributed equally to this work with: Matthias Rupp, Gisbert Schneider

gisbert.schneider@pharma.ethz.ch

Affiliation Institute of Pharmaceutical Sciences, Swiss Federal Institute of Technology (ETH), Zürich, Switzerland

Competing Interests

The authors received an academic MOE software license from Chemical Computing Group Inc., Montreal, Canada. There are no patents, products in development or marketed products to declare. This does not alter the authors' adherence to all the PLoS ONE policies on sharing data and materials, as detailed online in the guide for authors.

Author Contributions

Conceived and designed the experiments: QW SG MR GS. Performed the experiments: QW KB CA TG MR GS. Analyzed the data: QW SG PS MR GS. Contributed reagents/materials/analysis tools: PS SG. Wrote the paper: QW MR GS.