Edit Profile (opens in new tab) Peitz, Sebastian Co-Author Distance Author ID: peitz.sebastian Published as: Peitz, Sebastian Documents Indexed: 44 Publications since 2016, including 24 Additional arXiv Preprints Co-Authors: 47 Co-Authors with 43 Joint Publications 792 Co-Co-Authors all top 5 Co-Authors 1 single-authored 12 Dellnitz, Michael 9 Gebken, Bennet 8 Nüske, Feliks 7 Klus, Stefan 6 Ober-Blöbaum, Sina 6 Schaller, Manuel 6 Worthmann, Karl 5 Sonntag, Konstantin 4 Bieker, Katharina 4 Volkwein, Stefan 3 Berkemeier, Manuel 2 Brunton, Steven L. 2 Otto, Samuel E. 2 Rowley, Clarence Worth 2 Schütte, Christof 2 Wallscheid, Oliver 1 Amakor, Augustina C. 1 Banholzer, Stefan 1 Bannenberg, Sebastian 1 Beermann, Dennis 1 Bernreuther, Marco 1 Böcker, Joachim 1 Boshoff, Septimus 1 Chidananda, Vikas 1 Clementi, Cecilia 1 Eckstein, Julian 1 Flaßkamp, Kathrin 1 Gelß, Patrick 1 Hanke, Sören 1 Harder, Hans 1 Hernández Castellanos, Carlos I. 1 Hotegni, S. S. 1 Hullermeier, Eyke 1 Hunstig, Anna 1 Kohler, Ulrich 1 Kutz, J. Nathan 1 Lücke, Marvin 1 Meier, Torsten 1 Niemann, Jan-Hendrik 1 Offen, Christian 1 Pfannschmidt, Karlson 1 Philipp, Friedrich M. 1 Rose, Hendrik 1 Schäfer, Kai 1 Schuster, Ingmar 1 Stenner, Jan 1 Taira, Kunihiko all top 5 Serials 3 Journal of Global Optimization 2 Automatica 2 International Journal of Robust and Nonlinear Control 1 Nonlinearity 1 Journal of Optimization Theory and Applications 1 Acta Applicandae Mathematicae 1 Physica D 1 Journal of Nonlinear Science 1 SIAM Journal on Scientific Computing 1 SIAM Journal on Applied Dynamical Systems 1 Journal of Physics A: Mathematical and Theoretical all top 5 Fields 15 Operations research, mathematical programming (90-XX) 12 Systems theory; control (93-XX) 10 Calculus of variations and optimal control; optimization (49-XX) 8 Dynamical systems and ergodic theory (37-XX) 6 Numerical analysis (65-XX) 5 Operator theory (47-XX) 4 Ordinary differential equations (34-XX) 3 Partial differential equations (35-XX) 3 Statistics (62-XX) 2 Computer science (68-XX) 2 Fluid mechanics (76-XX) 2 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 General and overarching topics; collections (00-XX) 1 Mathematical logic and foundations (03-XX) 1 Linear and multilinear algebra; matrix theory (15-XX) 1 Probability theory and stochastic processes (60-XX) 1 Classical thermodynamics, heat transfer (80-XX) 1 Quantum theory (81-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 17 Publications have been cited 135 times in 99 Documents Cited by ▼ Year ▼ Data-driven approximation of the Koopman generator: model reduction, system identification, and control. Zbl 1485.93097 Klus, Stefan; Nüske, Feliks; Peitz, Sebastian; Niemann, Jan-Hendrik; Clementi, Cecilia; Schütte, Christof 39 2020 Koopman operator-based model reduction for switched-system control of PDEs. Zbl 1429.93043 Peitz, Sebastian; Klus, Stefan 24 2019 Tensor-based dynamic mode decomposition. Zbl 1404.65313 Klus, Stefan; Gelß, Patrick; Peitz, Sebastian; Schütte, Christof 15 2018 Multiobjective optimal control methods for the Navier-Stokes equations using reduced order modeling. Zbl 1415.76221 Peitz, Sebastian; Ober-Blöbaum, Sina; Dellnitz, Michael 11 2019 Data-driven model predictive control using interpolated Koopman generators. Zbl 1461.49007 Peitz, Sebastian; Otto, Samuel E.; Rowley, Clarence W. 10 2020 On the hierarchical structure of Pareto critical sets. Zbl 1422.90049 Gebken, Bennet; Peitz, Sebastian; Dellnitz, Michael 7 2019 Set-oriented multiobjective optimal control of PDEs using proper orthogonal decomposition. Zbl 1418.65165 Beermann, Dennis; Dellnitz, Michael; Peitz, Sebastian; Volkwein, Stefan 7 2018 An efficient descent method for locally Lipschitz multiobjective optimization problems. Zbl 1469.90130 Gebken, Bennet; Peitz, Sebastian 5 2021 Symmetry in optimal control: a multiobjective model predictive control approach. Zbl 1457.37111 Flaßkamp, Kathrin; Ober-Blöbaum, Sina; Peitz, Sebastian 3 2020 Feedback control of nonlinear PDEs using data-efficient reduced order models based on the Koopman operator. Zbl 1453.93056 Peitz, Sebastian; Klus, Stefan 3 2020 Finite-data error bounds for Koopman-based prediction and control. Zbl 1509.37122 Nüske, Feliks; Peitz, Sebastian; Philipp, Friedrich; Schaller, Manuel; Worthmann, Karl 3 2023 Koopman analysis of quantum systems. Zbl 1511.81090 Klus, Stefan; Nüske, Feliks; Peitz, Sebastian 2 2022 Inverse multiobjective optimization: inferring decision criteria from data. Zbl 1470.90117 Gebken, Bennet; Peitz, Sebastian 2 2021 Efficient time-stepping for numerical integration using reinforcement learning. Zbl 1520.65050 Dellnitz, Michael; Hüllermeier, Eyke; Lücke, Marvin; Ober-Blöbaum, Sina; Offen, Christian; Peitz, Sebastian; Pfannschmidt, Karlson 1 2023 ROM-based multiobjective optimization of elliptic PDEs via numerical continuation. Zbl 1507.90161 Banholzer, Stefan; Gebken, Bennet; Dellnitz, Michael; Peitz, Sebastian; Volkwein, Stefan 1 2022 On the universal transformation of data-driven models to control systems. Zbl 1507.93049 Peitz, Sebastian; Bieker, Katharina 1 2023 On the structure of regularization paths for piecewise differentiable regularization terms. Zbl 1515.65089 Gebken, Bennet; Bieker, Katharina; Peitz, Sebastian 1 2023 Finite-data error bounds for Koopman-based prediction and control. Zbl 1509.37122 Nüske, Feliks; Peitz, Sebastian; Philipp, Friedrich; Schaller, Manuel; Worthmann, Karl 3 2023 Efficient time-stepping for numerical integration using reinforcement learning. Zbl 1520.65050 Dellnitz, Michael; Hüllermeier, Eyke; Lücke, Marvin; Ober-Blöbaum, Sina; Offen, Christian; Peitz, Sebastian; Pfannschmidt, Karlson 1 2023 On the universal transformation of data-driven models to control systems. Zbl 1507.93049 Peitz, Sebastian; Bieker, Katharina 1 2023 On the structure of regularization paths for piecewise differentiable regularization terms. Zbl 1515.65089 Gebken, Bennet; Bieker, Katharina; Peitz, Sebastian 1 2023 Koopman analysis of quantum systems. Zbl 1511.81090 Klus, Stefan; Nüske, Feliks; Peitz, Sebastian 2 2022 ROM-based multiobjective optimization of elliptic PDEs via numerical continuation. Zbl 1507.90161 Banholzer, Stefan; Gebken, Bennet; Dellnitz, Michael; Peitz, Sebastian; Volkwein, Stefan 1 2022 An efficient descent method for locally Lipschitz multiobjective optimization problems. Zbl 1469.90130 Gebken, Bennet; Peitz, Sebastian 5 2021 Inverse multiobjective optimization: inferring decision criteria from data. Zbl 1470.90117 Gebken, Bennet; Peitz, Sebastian 2 2021 Data-driven approximation of the Koopman generator: model reduction, system identification, and control. Zbl 1485.93097 Klus, Stefan; Nüske, Feliks; Peitz, Sebastian; Niemann, Jan-Hendrik; Clementi, Cecilia; Schütte, Christof 39 2020 Data-driven model predictive control using interpolated Koopman generators. Zbl 1461.49007 Peitz, Sebastian; Otto, Samuel E.; Rowley, Clarence W. 10 2020 Symmetry in optimal control: a multiobjective model predictive control approach. Zbl 1457.37111 Flaßkamp, Kathrin; Ober-Blöbaum, Sina; Peitz, Sebastian 3 2020 Feedback control of nonlinear PDEs using data-efficient reduced order models based on the Koopman operator. Zbl 1453.93056 Peitz, Sebastian; Klus, Stefan 3 2020 Koopman operator-based model reduction for switched-system control of PDEs. Zbl 1429.93043 Peitz, Sebastian; Klus, Stefan 24 2019 Multiobjective optimal control methods for the Navier-Stokes equations using reduced order modeling. Zbl 1415.76221 Peitz, Sebastian; Ober-Blöbaum, Sina; Dellnitz, Michael 11 2019 On the hierarchical structure of Pareto critical sets. Zbl 1422.90049 Gebken, Bennet; Peitz, Sebastian; Dellnitz, Michael 7 2019 Tensor-based dynamic mode decomposition. Zbl 1404.65313 Klus, Stefan; Gelß, Patrick; Peitz, Sebastian; Schütte, Christof 15 2018 Set-oriented multiobjective optimal control of PDEs using proper orthogonal decomposition. Zbl 1418.65165 Beermann, Dennis; Dellnitz, Michael; Peitz, Sebastian; Volkwein, Stefan 7 2018 all cited Publications top 5 cited Publications all top 5 Cited by 225 Authors 16 Peitz, Sebastian 6 Klus, Stefan 6 Nüske, Feliks 5 Dellnitz, Michael 5 Duan, Jinqiao 5 Hamzi, Boumediene 5 Li, Yang 5 Ober-Blöbaum, Sina 4 Gebken, Bennet 4 Owhadi, Houman 4 Schütte, Christof 4 Volkwein, Stefan 3 Brunton, Steven L. 3 Grüne, Lars 3 Wu, Hao 2 Bieker, Katharina 2 Clementi, Cecilia 2 Colbrook, Matthew J. 2 Eichfelder, Gabriele 2 Flaßkamp, Kathrin 2 Kaiser, Eurika 2 Kevrekidis, Ioannis George 2 Koltai, Péter 2 Krügel, Lisa 2 Kutz, J. Nathan 2 Liu, Xianbin 2 Lu, Yubin 2 Lücke, Marvin 2 Mezić, Igor 2 Nguyen Dinh, Tuan 2 Noé, Frank 2 Stuart, Andrew M. 2 Wilson, Dan D. 2 Worthmann, Karl 2 Xu, Shengyuan 1 Adeoye, Adeyemi D. 1 Ahmed, Shady E. 1 Ajayi, Temitayo 1 Andreani, Roberto 1 Ansary, Md Abu Talhamainuddin 1 Ayton, Lorna J. 1 Ballard, Grey M. 1 Bandtlow, Oscar F. 1 Banholzer, Stefan 1 Bannenberg, Sebastian 1 Beermann, Dennis 1 Bemporad, Alberto 1 Bittracher, Andreas 1 Bloch, Anthony Michael 1 Bramburger, Jason J. 1 Breiten, Tobias 1 Budišić, Marko 1 Callaham, Jared L. 1 Calvisi, Michael L. 1 Cazeaux, Paul 1 Chen, Can 1 Chen, Yongxin 1 Choi, Hyungjin 1 Christof, Constantin 1 Chu, Yuming 1 Cortés, Jorge 1 Custódio, Ana Luísa 1 Daas, Hussam Al 1 Darcy, Matthieu 1 Das, Suddhasattwa 1 De Brouwer, Edward 1 de Hoop, Maarten V. 1 Deb, Kalyanmoy 1 Dewanjee, Adharaa Neelim 1 Djouadi, Seddik M. 1 Dubljevic, Stevan S. 1 Dufée, Benjamin 1 Dutta, Joydeep 1 Eidnes, Sølve 1 Fang, Cheng 1 Fantuzzi, Giovanni 1 Flores-Padilla, Miriam 1 Freeman, David C. 1 Fu, Jun 1 Fujii, Keisuke 1 Gao, Ting 1 Gelß, Patrick 1 Ghosh, Debdas 1 Giannakis, Dimitrios 1 Gibson, Andrew J. 1 Gillette, Andrew 1 Gruss, L. Forest 1 Haasdonk, Bernard 1 Hahn, Mirko 1 Hallman, Eric 1 Hamada, Naoki 1 Hara, Keita 1 Hartmann, Carsten 1 Haseli, Masih 1 Hashimoto, Yuka 1 Hayano, Kenta 1 Henrion, Didier 1 Hernández Castellanos, Carlos I. 1 Holmsen, Sigurd 1 Höveler, Bernhard ...and 125 more Authors all top 5 Cited in 50 Serials 12 Physica D 8 Automatica 6 Journal of Nonlinear Science 5 Journal of Computational Physics 4 SIAM Journal on Applied Dynamical Systems 3 Journal of Global Optimization 3 SIAM Journal on Scientific Computing 3 Chaos 3 Multiscale Modeling & Simulation 2 Journal of Fluid Mechanics 2 SIAM Journal on Control and Optimization 2 Computational Optimization and Applications 2 Optimization Methods & Software 2 Oberwolfach Reports 1 Computer Methods in Applied Mechanics and Engineering 1 Communications on Pure and Applied Mathematics 1 Journal of the Franklin Institute 1 Journal of Statistical Physics 1 Nonlinearity 1 Applied Mathematics and Optimization 1 Information Sciences 1 Journal of Optimization Theory and Applications 1 Operations Research 1 Systems & Control Letters 1 Acta Applicandae Mathematicae 1 Optimization 1 MCSS. Mathematics of Control, Signals, and Systems 1 Neural Networks 1 Japan Journal of Industrial and Applied Mathematics 1 Numerical Algorithms 1 SIAM Review 1 International Journal of Robust and Nonlinear Control 1 SIAM Journal on Optimization 1 Advances in Computational Mathematics 1 International Transactions in Operational Research 1 European Series in Applied and Industrial Mathematics (ESAIM): Control, Optimization and Calculus of Variations 1 Nonlinear Dynamics 1 Mathematical Methods of Operations Research 1 Communications in Nonlinear Science and Numerical Simulation 1 Computational Methods in Applied Mathematics 1 Stochastics and Dynamics 1 Acta Numerica 1 Journal of Statistical Mechanics: Theory and Experiment 1 Journal of Physics A: Mathematical and Theoretical 1 Set-Valued and Variational Analysis 1 EURO Journal on Computational Optimization 1 Journal of Computational Dynamics 1 SIAM/ASA Journal on Uncertainty Quantification 1 International Journal of Systems Science. Principles and Applications of Systems and Integration 1 Journal of Nonlinear and Variational Analysis all top 5 Cited in 27 Fields 36 Dynamical systems and ergodic theory (37-XX) 31 Operations research, mathematical programming (90-XX) 28 Systems theory; control (93-XX) 25 Numerical analysis (65-XX) 18 Calculus of variations and optimal control; optimization (49-XX) 14 Computer science (68-XX) 12 Operator theory (47-XX) 11 Probability theory and stochastic processes (60-XX) 8 Partial differential equations (35-XX) 7 Statistical mechanics, structure of matter (82-XX) 6 Ordinary differential equations (34-XX) 6 Statistics (62-XX) 5 Fluid mechanics (76-XX) 3 General and overarching topics; collections (00-XX) 3 Functional analysis (46-XX) 2 Linear and multilinear algebra; matrix theory (15-XX) 1 Field theory and polynomials (12-XX) 1 Commutative algebra (13-XX) 1 Algebraic geometry (14-XX) 1 Topological groups, Lie groups (22-XX) 1 Integral transforms, operational calculus (44-XX) 1 Convex and discrete geometry (52-XX) 1 Manifolds and cell complexes (57-XX) 1 Global analysis, analysis on manifolds (58-XX) 1 Classical thermodynamics, heat transfer (80-XX) 1 Quantum theory (81-XX) 1 Information and communication theory, circuits (94-XX) Citations by Year