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Andreas Krause

eth zurich

83H-index
642Paper Count
3.1WCitation Count
Published Papers 46
Publication Date
Robust-Sub-Gaussian Model Predictive Control for Safe Ultrasound-Image-Guided Robotic Spinal Surgery
err2026-03-13
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PREAI
errYunke Ao; Manish Prajapat; Yarden As; Yassine Taoudi-Benchekroun; Fabio Carrillo; Hooman Esfandiari; Benjamin F. Grewe; Andreas Krause; Philipp Fürnstahl
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Of Revolutions and Roadblocks: The Emerging Role of Machine Learning in Biocatalysis
err2025-09-15
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errOAAI
errTobias Vornholt; Peter Stockinger; Mojmír Mutný; Markus Jeschek; Bettina Nestl; Gustav Oberdorfer; Silvia Osuna; Jürgen Pleiss; Ditte Hededam Welner; Andreas Krause; Rebecca Buller; Thomas R. Ward
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Safe Guaranteed Exploration for Nonlinear Systems
err2025-08-01
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PREAI
errManish Prajapat; Johannes Köhler; Matteo Turchetta; Andreas Krause; Melanie N. Zeilinger
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SafeRPlan: Safe deep reinforcement learning for intraoperative planning of pedicle screw placement
err2025-01-01
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errOAAI
errAo, Yunke; Esfandiari, Hooman; Carrillo, Fabio; Laux, Christoph J.; As, Yarden; Li, Ruixuan; Van Assche, Kaat; Davoodi, Ayoob; Cavalcanti, Nicola A.; Farshad, Mazda; Grewe, Benjamin F.; Vander Poorten, Emmanuel; Krause, Andreas; Furnstahl, Philipp
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Enriching productive mutational paths accelerates enzyme evolution
err2024-09-11
err1
errOAAI
errPatsch, David; Schwander, Thomas; Voss, Moritz; Schaub, Daniela; Hueppi, Sean; Eichenberger, Michael; Stockinger, Peter; Schelbert, Lisa; Giger, Sandro; Peccati, Francesca; Jimenez-Oses, Gonzalo; Mutny, Mojmir; Krause, Andreas; Bornscheuer, Uwe T.; Hilvert, Donald; Buller, Rebecca M.
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3DReact: Geometric Deep Learning for Chemical Reactions
err2024-07-15
err3
errOAAI
errvan Gerwen, Puck; Briling, Ksenia R.; Bunne, Charlotte; Somnath, Vignesh Ram; Laplaza, Ruben; Krause, Andreas; Corminboeuf, Clemence
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Enhanced Sequence-Activity Mapping and Evolution of Artificial Metalloenzymes by Active Learning
err2024-05-22
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errOAAI
errVornholt, Tobias; Mutny, Mojmir; Schmidt, Gregor W.; Schellhaas, Christian; Tachibana, Ryo; Panke, Sven; Ward, Thomas R.; Krause, Andreas; Jeschek, Markus
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The protective effect of tumor necrosis factor-alpha inhibitors in COVID-19 in patients with inflammatory rheumatic diseases compared to the general population-A comparison of two German registries
err2024-03-06
err3
errOAAI
errHasseli, Rebecca; Hanses, Frank; Stecher, Melanie; Specker, Christof; Weise, Tobias; Borgmann, Stefan; Hasselberger, Martina; Hertenstein, Bernd; Hower, Martin; Hoyer, Bimba F.; Koll, Carolin; Krause, Andreas; von Lilienfeld-Toal, Marie; Lorenz, Hanns-Martin; Merle, Uta; Nunes de Miranda, Susana M.; Pletz, Mathias W.; Regierer, Anne C.; Richter, Jutta G.; Rieg, Siegbert; Roemmele, Christoph; Ruethrich, Maria M.; Schmeiser, Tim; Schulze-Koops, Hendrik; Strangfeld, Anja; Vehreschild, Maria J. G. T.; Voit, Florian; Voll, Reinhard E.; Vehreschild, Joerg Janne; Mueller-Ladner, Ulf; Pfeil, Alexander
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A Call for Gene Expression Analysis in Whole Blood of Patients With Rheumatoid Arthritis (RA) as a Biomarker for RA-Associated Interstitial Disease
err2023-12-01
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errOAAI
errWierczeiko, Anna; Linke, Matthias; Friedrich, Johannes Peter; Koch, Jan; Schwarting, Andreas; Krause, Andreas; Gerber, Susanne; Gerber, Alexander
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Learning single-cell perturbation responses using neural optimal transport (vol 20, pg 1759, 2023)
err2023-10-30
err0
errOAAI
errBunne, Charlotte; Stark, Stefan G.; Gut, Gabriele; del Castillo, Jacobo Sarabia; Levesque, Mitch; Lehmann, Kjong-Van; Pelkmans, Lucas; Krause, Andreas; Raetsch, Gunnar
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Screening for ILD in RA: a survey of 1132 patients with RA
err2023-10-27
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PREAI
errHoffmann-Vold, Anna Maria; Antoniou, Katerina; Avouac, Jerome; Bendstrup, Elisabeth; Brown, Graham; Castellvi, Ivan; Castaneda, Santos; Cottin, Vincent; Crestani, Bruno; Dieude, Philippe; Galvin, Liam; Jacobs, Joseph; Jones, Steve; Krause, Andreas; Long, Preston; Krause, Britta; Mosor, Erika; Maher, Toby M.; Pchelnikova, Polina; Tak, Nelleke; De Vries-Bouwstra, Jeska; Valenzuela, Claudia; Wijsenbeek, Marlies; Kreuter, Michael
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RA-ILD - new insights into disease burden from an international patient survey
err2023-10-27
err0
PREAI
errKreuter, Michael; Antoniou, Katerina; Avouac, Jeroume; Bendstrup, Elisabeth; Brown, Graham; Castellvi, Ivan; Castaneda, Santos; Cottin, Vincent; Crestani, Bruno; Dieude, Philippe; Galvin, Liam; Geissler, Klaus; Green, Clive; Jacob, Joseph; Jones, Steve; Krause, Andreas; Long, Preston; Maurer, Britta; Mosor, Erika; Maher, Toby M.; Pchelnikova, Polina; Van Rompay, Jef; Tak, Nelleke; De Vries-Bouwstra, Jeska; Valenzuela, Claudia; Wijsenbeek, Marlies; Hoffmann-Vold, Anna Maria
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Learning single-cell perturbation responses using neural optimal transport
err2023-09-28
err15
errOAAI
errBunne, Charlotte; Stark, Stefan G.; Gut, Gabriele; del Castillo, Jacobo Sarabia; Levesque, Mitch; Lehmann, Kjong-Van; Pelkmans, Lucas; Krause, Andreas; Raetsch, Gunnar
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GOSAFEOPT: Scalable safe exploration for global optimization of dynamical systems
err2023-07-01
err6
errOAAI
errSukhija, Bhavya; Turchetta, Matteo; Lindner, David; Krause, Andreas; Trimpe, Sebastian; Baumann, Dominik
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Machine intelligence for chemical reaction space
err2022-03-07
err57
errOAAI
errSchwaller, Philippe; Vaucher, Alain C.; Laplaza, Ruben; Bunne, Charlotte; Krause, Andreas; Corminboeuf, Clemence; Laino, Teodoro
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Bayesian optimization with safety constraints: safe and automatic parameter tuning in robotics
err2021-06-24
err111
errOAAI
errBerkenkamp, Felix; Krause, Andreas; Schoellig, Angela P.
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Predicting Program Properties from 'Big Code'
err2019-02-21
err11
PREAI
errRaychev, Veselin; Vechev, Martin; Krause, Andreas
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