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Supplementary information to: Use machine learning to find energy materials Co-signatories for Comment published in Nature 552, 23–27 (2017); http://dx.doi.org/10.1038/d41586-017-07820-6 John Hepburn, vice-president of research, CIFAR, MaRS Centre, Toronto, Canada. Christopher Wolverton, professor in Department of Materials Science and Engineering, Northwestern University, Evanston, Illinois, USA. Ryan Adams, professor in Department of Computer Science, Princeton University, New Jersey, USA, and research scientist at Google Brain, Cambridge, Massachusetts, USA. Vijay S. Pande, professor in Department of Chemistry, Stanford University, California, USA. Yousung Jung, associate professor in Advanced Materials Simulations Group, Graduate School of Energy, Environment, Water, and Sustainability, Korea Advanced Institute of Science and Technology, Daejeon, Korea. Zhenan Bao, professor in Department of Chemical Engineering, Stanford University, California, USA. Aleksandra Vojvodic, assistant professor in Department of Chemical and Biomolecular Engineering, University of Pennsylvania, Pennsylvania, USA, and CIFAR Bio-Inspired Solar Energy Fellow, CIFAR, MaRS Centre, Toronto, Canada. Zachary Ulissi, assistant professor in Department of Chemical Engineering, Carnegie Mellon University, Pittsburgh, Pennsylvania, USA. Shaffiq Jaffer, vice-president of Corporate Science and Technology Projects, TOTAL American Services, Hopkinton, Massachusetts, USA & CIFAR Bio-Inspired Solar Energy Fellow, CIFAR, MaRS Centre, Toronto, Canada. Bryce Meredig, founder & chief science officer, Citrine Informatics, California, USA. Brian Storey, director of Accelerated Materials Design and Discovery, Toyota Research Institute, Cambridge, Massachusetts, USA. Richard Martin, Research Scientist, IBM Watson Health Headquarters, 75 Binney Street, Cambridge, MA 02142, USA.

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S U P P L E M E N TA RY I N F O R M AT I O N | NAT U R E | 1

Supplementary information d41586-017-07820-6 - Nature

and Engineering, Northwestern University, Evanston, Illinois, USA. ... Sustainability, Korea Advanced Institute of Science and Technology,. Daejeon, Korea.

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Supplementary information d41586-017-07820-6 - Nature
Supplementary information to: Use machine learning to find energy materials. Co-signatories for Comment published in Nature 552,23–27 (2017); http://dx.doi.org/10.1038/d41586-017-07820-6. John Hepburn, vice-president of research, CIFAR, MaRS Centre

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