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Matthias Rupp

University of Basel

31H-index
107Paper Count
1.1WCitation Count
Published Papers 21
Publication Date
Machine Learning, Density Functional Theory, and Experiments to Understand the Photocatalytic Reduction of CO2 on CuPt/TiO2
err2024-08-15
err3
PREAI
errSumaria, Vaidish; Rawal, Takat B.; Li, Young Feng; Sommer, David; Vikoren, Jake; Bondi, Robert J.; Rupp, Matthias; Prasad, Amrit; Prasad, Deeptanshu
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Guest editorial: Special Topic on software for atomistic machine learning
err2024-08-09
err1
errOAAI
errRupp, Matthias; Kucukbenli, Emine; Csanyi, Gabor
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Ultra-fast interpretable machine-learning potentials
err2023-09-02
err26
errOAAI
errXie, Stephen R.; Rupp, Matthias; Hennig, Richard G.
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Identifying domains of applicability of machine learning models for materials science
err2020-09-04
err91
errOAAI
errSutton, Christopher; Boley, Mario; Ghiringhelli, Luca M.; Rupp, Matthias; Vreeken, Jilles; Scheffler, Matthias
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Assessing the frontier: Active learning, model accuracy, and multi-objective candidate discovery and optimization
err2020-07-09
err41
errOAAI
errdel Rosario, Zachary; Rupp, Matthias; Kim, Yoolhee; Antono, Erin; Ling, Julia
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Chemical diversity in molecular orbital energy predictions with kernel ridge regression
err2019-05-31
err64
errOAAI
errStuke, Annika; Todorovic, Milica; Rupp, Matthias; Kunkel, Christian; Ghosh, Kunal; Himanen, Lauri; Rinke, Patrick
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Machine-learned multi-system surrogate models for materials prediction
err2019-04-18
err125
errOAAI
errNyshadham, Chandramouli; Rupp, Matthias; Bekker, Brayden; Shapeev, Alexander, V; Mueller, Tim; Rosenbrock, Conrad W.; Csanyi, Gabor; Wingate, David W.; Hart, Gus L. W.
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Guest Editorial: Special Topic on Data-Enabled Theoretical Chemistry
err2018-06-27
err77
errOAAI
errRupp, Matthias; von Lilienfeld, O. Anatole; Burke, Kieron
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Big Data Meets Quantum Chemistry Approximations: The Δ-Machine Learning Approach
err2015-04-23
err711
errOAAI
errRamakrishnan, Raghunathan; Dral, Pavlo O.; Rupp, Matthias; von Lilienfeld, O. Anatole
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Orbital-free bond breaking via machine learning
err2013-12-10
err111
errOAAI
errSnyder, John C.; Rupp, Matthias; Hansen, Katja; Blooston, Leo; Mueller, Klaus-Robert; Burke, Kieron
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Assessment and Validation of Machine Learning Methods for Predicting Molecular Atomization Energies
err2013-07-30
err551
PREAI
errHansen, Katja; Montavon, Gregoire; Biegler, Franziska; Fazli, Siamac; Rupp, Matthias; Scheffler, Matthias; von Lilienfeld, O. Anatole; Tkatchenko, Alexandre; Mueller, Klaus-Robert
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Multi-task learning for pKa prediction
err2012-06-20
err7
PREAI
errSkolidis, Grigorios; Hansen, Katja; Sanguinetti, Guido; Rupp, Matthias
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Optimizing transition states via kernel-based machine learning
err2012-05-01
err101
PREAI
errPozun, Zachary D.; Hansen, Katja; Sheppard, Daniel; Rupp, Matthias; Mueller, Klaus-Robert; Henkelman, Graeme
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Online chemical modeling environment (OCHEM): web platform for data storage, model development and publishing of chemical information
err2011-06-10
err509
errOAAI
errSushko, Iurii; Novotarskyi, Sergii; Koerner, Robert; Pandey, Anil Kumar; Rupp, Matthias; Teetz, Wolfram; Brandmaier, Stefan; Abdelaziz, Ahmed; Prokopenko, Volodymyr V.; Tanchuk, Vsevolod Y.; Todeschini, Roberto; Varnek, Alexandre; Marcou, Gilles; Ertl, Peter; Potemkin, Vladimir; Grishina, Maria; Gasteiger, Johann; Schwab, Christof; Baskin, Igor I.; Palyulin, Vladimir A.; Radchenko, Eugene V.; Welsh, William J.; Kholodovych, Vladyslav; Chekmarev, Dmitriy; Cherkasov, Artem; Aires-de-Sousa, Joao; Zhang, Qing-You; Bender, Andreas; Nigsch, Florian; Patiny, Luc; Williams, Antony; Tkachenko, Valery; Tetko, Igor V.
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Pharmacophore Alignment Search Tool: Influence of Canonical Atom Labeling on Similarity Searching
err2010-09-08
err8
PREAI
errHaehnke, Volker; Rupp, Matthias; Krier, Mireille; Rippmann, Friedrich; Schneider, Gisbert
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From Machine Learning to Natural Product Derivatives that Selectively Activate Transcription Factor PPARγ
err2010-01-26
err46
PREAI
errRupp, Matthias; Schroeter, Timon; Steri, Ramona; Zettl, Heiko; Proschak, Ewgenij; Hansen, Katja; Rau, Oliver; Schwarz, Oliver; Mueller-Kuhrt, Lutz; Schubert-Zsilavecz, Manfred; Mueller, Klaus-Robert; Schneider, Gisbert
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