Machine learning unifies the modeling of materials and molecules
Science and Technology Facilities Council · École Polytechnique Fédérale de Lausanne · +3 more institutions
Indexed inarxivcrossrefdatacitedoaj
Abstract
Statistical learning based on a local representation of atomic structures provides a universal model of chemical stability.
Citation impact
770
total citations
- FWCI
- 33.27
- Percentile
- 100%
- References
- 72
Citations per year
Authors
7Topics & keywords
Topics
Keywords
- Computer science
- Computational biology
- Artificial intelligence
- Data science
- Biology
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Funding
- NSNational Science Foundation
- LTLeverhulme TrustAward: award361572
- ECEuropean CommissionAwards: 677013, 676580
- SNSchweizerischer Nationalfonds zur Förderung der Wissenschaftlichen ForschungAward: award324328
- INIsaac Newton TrustAward: award361573
- EAEngineering and Physical Sciences Research CouncilAwards: EP/M022501/1, EP/L014742/1, EP/J010847/1 and EP/J022012/1, EP/J022012/1, EP/L027682/1, EP/K014560/1, EP/J010847/1, EP/P002188/1, EP/K013564/1, EP/P022561/1, EP/L014742, EP/P022596/1, EP/M022501/1, award361574, EP/P002188, award324327, award324329, EP/L014742/1, EP/P022561/1, award361582, EP/P002188/1, EP/J022012/1, EP/L014742/1, EP/J010847/1, EP/L014742/1, EP/P002188/1, EP/K013564/1
- EREuropean Research CouncilAwards: 67658 - NOMAD, award324330, award324326, 677013-HBMAP
- OOOffice of Naval ResearchAward: award361580
- UNU.S. Naval Research Laboratory