Machine learning unifies the modeling of materials and molecules Albert

Scientific Computing Department, Science and Technology Facilities Council, Rutherford Appleton Laboratory, Oxfordshire OX11 0QX, UK. National Center for Computational Design and Discovery of Novel Materials (MARVEL), Lausanne, Switzerland. Laboratory of Computational Science and Modelling, Institute of Materials, École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland. Department of Chemistry, University of Cambridge, Cambridge CB2 1EW, UK. Center for Materials Physics and Technology, U.S. Naval Research Laboratory, Washington, DC 20375, USA. Warwick Centre for Predictive Modelling, School of Engineering, University of Warwick, Coventry CV4 7AL, UK. Engineering Laboratory, University of Cambridge, Cambridge, UK. *Corresponding author. Email: [email protected].