Journal ID (nlm-ta): Chem Rev
Journal ID (iso-abbrev): Chem Rev
Journal ID (publisher-id): cr
Journal ID (coden): chreay
Title:
Chemical Reviews
Publisher:
American Chemical Society
ISSN
(Print):
0009-2665
ISSN
(Electronic):
1520-6890
Publication date
(Electronic):
11
March
2021
Publication date
(Print):
25
August
2021
Volume: 121
Issue: 16
,
Machine Learning at the Atomic Scale
Pages: 10142-10186
Affiliations
[†
]Machine
Learning Group, Technische Universität
Berlin , 10587 Berlin, Germany
[‡
]DFG
Cluster of Excellence “Unifying Systems in Catalysis”
(UniSysCat), Technische Universität Berlin , 10623 Berlin, Germany
[§
]BASLEARN,
BASF-TU Joint Lab, Technische Universität
Berlin , 10587 Berlin, Germany
[⊥
]Department
of Physics and Materials Science, University
of Luxembourg , L-1511 Luxembourg City, Luxembourg
[¶
]BIFOLD−Berlin
Institute for the Foundations of Learning and Data , Berlin, Germany
[∥
]Department
of Artificial Intelligence, Korea University , Anam-dong, Seongbuk-gu, Seoul 02841, Korea
[#
]Max Planck
Institute for Informatics, Stuhlsatzenhausweg , 66123 Saarbrücken, Germany
[□
]Google
Research, Brain Team , Berlin, Germany
Author notes
Author information
Article
DOI: 10.1021/acs.chemrev.0c01111
PMC ID: 8391964
PubMed ID: 33705118
SO-VID: a049da51-f90c-4653-8cf4-22564f910a5c
Copyright © © 2021 The Authors. Published
by American
Chemical Society
License:
Permits non-commercial access and re-use, provided that author attribution and integrity
are maintained; but does not permit creation of adaptations or other derivative works
(
https://creativecommons.org/licenses/by-nc-nd/4.0/).
Funded by: H2020 European Research Council, doi 10.13039/100010663;
Award ID: NA
Funded by: Korea University, doi 10.13039/501100002642;
Award ID: 019-0-00079
Funded by: Institute for Information and Communications Technology Promotion, doi 10.13039/501100010418;
Award ID: 2017-0-00451
Funded by: Bundesministerium für Bildung und Forschung, doi 10.13039/501100002347;
Award ID: 031L0207D
Funded by: Bundesministerium für Bildung und Forschung, doi 10.13039/501100002347;
Award ID: 01IS18037A
Funded by: Bundesministerium für Bildung und Forschung, doi 10.13039/501100002347;
Award ID: 01IS18025A
Funded by: Bundesministerium für Bildung und Forschung, doi 10.13039/501100002347;
Award ID: 01IS14013A-E
Funded by: Bundesministerium für Bildung und Forschung, doi 10.13039/501100002347;
Award ID: 01GQ1115
Funded by: Bundesministerium für Bildung und Forschung, doi 10.13039/501100002347;
Award ID: 01GQ0850
Funded by: Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung, doi 10.13039/501100001711;
Award ID: P2BSP2_188147
Funded by: Deutsche Forschungsgemeinschaft, doi 10.13039/501100001659;
Award ID: Math+
Funded by: Deutsche Forschungsgemeinschaft, doi 10.13039/501100001659;
Award ID: EXC 2046/1