@articleGebken_2024, title=A note on the convergence of deterministic gradient sampling in nonsmooth optimization, DOI=10.1007/s10589-024-00552-0, journal=Computational Optimization and Applications, publisher=Springer Science and Business Media LLC, author=Gebken, Bennet, year=2024 
LibreCat: /record/51208
DOI: 10.1007/s10589-024-00552-0

@articleSonntag_Peitz_2024, title=Fast Multiobjective Gradient Methods with Nesterov Acceleration via Inertial Gradient-Like Systems, DOI=10.1007/s10957-024-02389-3, journal=Journal of Optimization Theory and Applications, publisher=Springer, author=Sonntag, Konstantin and Peitz, Sebastian, year=2024 
LibreCat: /record/46019
DOI: 10.1007/s10957-024-02389-3

@articleSonntag_Gebken_Müller_Peitz_Volkwein_2024, title=A Descent Method for Nonsmooth Multiobjective Optimization in Hilbert Spaces, journal=arXiv:2402.06376, author=Sonntag, Konstantin and Gebken, Bennet and Müller, Georg and Peitz, Sebastian and Volkwein, Stefan, year=2024 
LibreCat: /record/51334
arXiv: 	2402.06376

@articleBick_von der Gracht_2024, title=Heteroclinic dynamics in network dynamical systems with higher-order interactions, volume=12, DOI=10.1093/comnet/cnae009, number=2, journal=Journal of Complex Networks, publisher=Oxford University Press (OUP), author=Bick, Christian and von der Gracht, Sören, year=2024 
LibreCat: /record/52726
DOI: 10.1093/comnet/cnae009
arXiv: 2309.02006

@articlePeitz_Bieker_2023, title=On the Universal Transformation of Data-Driven Models to Control Systems, volume=149, DOI=10.1016/j.automatica.2022.110840, number=110840, journal=Automatica, publisher=Elsevier, author=Peitz, Sebastian and Bieker, Katharina, year=2023 
LibreCat: /record/21199
DOI: 10.1016/j.automatica.2022.110840

@articleGebken_Bieker_Peitz_2023, title=On the structure of regularization paths for piecewise differentiable regularization terms, volume=85, DOI=10.1007/s10898-022-01223-2, number=3, journal=Journal of Global Optimization, author=Gebken, Bennet and Bieker, Katharina and Peitz, Sebastian, year=2023, pages=709–741 
LibreCat: /record/27426
DOI: 10.1007/s10898-022-01223-2

@articlevon der Gracht_Nijholt_Rink, title=A parametrisation method for high-order phase reduction in coupled  oscillator networks, journal=arXiv:2306.03320, author=von der Gracht, Sören and Nijholt, Eddie and Rink, Bob 
LibreCat: /record/45498
arXiv: 2306.03320

@articleNüske_Peitz_Philipp_Schaller_Worthmann_2023, title=Finite-data error bounds for Koopman-based prediction and control, volume=33, DOI=10.1007/s00332-022-09862-1, number=14, journal=Journal of Nonlinear Science, author=Nüske, Feliks and Peitz, Sebastian and Philipp, Friedrich and Schaller, Manuel and Worthmann, Karl, year=2023 
LibreCat: /record/23428
DOI: 10.1007/s00332-022-09862-1

@articleDellnitz_Hüllermeier_Lücke_Ober-Blöbaum_Offen_Peitz_Pfannschmidt_2023, title=Efficient time stepping for numerical integration using reinforcement  learning, volume=45, DOI=10.1137/21M1412682, number=2, journal=SIAM Journal on Scientific Computing, author=Dellnitz, Michael and Hüllermeier, Eyke and Lücke, Marvin and Ober-Blöbaum, Sina and Offen, Christian and Peitz, Sebastian and Pfannschmidt, Karlson, year=2023, pages=9–5 
LibreCat: /record/21600
DOI: 10.1137/21M1412682
arXiv: arXiv:2104.03562

@articlevon der Gracht_Nijholt_Rink_2023, title=Hypernetworks: Cluster Synchronization Is a Higher-Order Effect, volume=83, DOI=10.1137/23m1561075, number=6, journal=SIAM Journal on Applied Mathematics, publisher=Society for Industrial &; Applied Mathematics (SIAM), author=von der Gracht, Sören and Nijholt, Eddie and Rink, Bob, year=2023, pages=2329–2353 
LibreCat: /record/49326
DOI: 10.1137/23m1561075
arXiv: 2302.08974

@articlevon der Gracht_Nijholt_Rink_2023, title=Higher order interactions lead to ctant” synchrony breaking, journal=arXiv:2311.17186, author=von der Gracht, Sören and Nijholt, Eddie and Rink, Bob, year=2023 
LibreCat: /record/49371
arXiv: 2311.17186

@articleGerlach_von der Gracht_Dellnitz, title=On the Dynamical Hierarchy in Gathering Protocols with Circulant  Topologies, journal=arXiv:2305.06632, author=Gerlach, Raphael and von der Gracht, Sören and Dellnitz, Michael 
LibreCat: /record/44840
arXiv: 2305.06632

@articleSonntag_Peitz_2023, title=Fast Convergence of Inertial Multiobjective Gradient-like Systems with Asymptotic Vanishing Damping, journal=arXiv:2307.00975, author=Sonntag, Konstantin and Peitz, Sebastian, year=2023 
LibreCat: /record/32447
arXiv: 2307.00975

@articleBernreuther_Dellnitz_Gebken_Müller_Peitz_Sonntag_Volkwein_2023, title=Multiobjective Optimization of Non-Smooth PDE-Constrained Problems, journal=arXiv:2308.01113, author=Bernreuther, Marco and Dellnitz, Michael and Gebken, Bennet and Müller, Georg and Peitz, Sebastian and Sonntag, Konstantin and Volkwein, Stefan, year=2023 
LibreCat: /record/46578
arXiv: 2308.01113

@inbookBanholzer_Gebken_Dellnitz_Peitz_Volkwein_2022, place=Cham, title=ROM-Based Multiobjective Optimization of Elliptic PDEs via Numerical Continuation, DOI=10.1007/978-3-030-79393-7_3, booktitle=Non-Smooth and Complementarity-Based Distributed Parameter Systems, publisher=Springer, author=Banholzer, Stefan and Gebken, Bennet and Dellnitz, Michael and Peitz, Sebastian and Volkwein, Stefan, editor=Michael, Hintermüller and Roland, Herzog and Christian, Kanzow and Michael, Ulbrich and Stefan, Ulbrich, year=2022, pages=43–76 
LibreCat: /record/16296
DOI: 10.1007/978-3-030-79393-7_3

@inbookPeitz_Dellnitz_Bannenberg_2022, place=Cham, series=Mathematics in Industry, title=Efficient Virtual Design and Testing of Autonomous Vehicles, volume=35, DOI=10.1007/978-3-030-81455-7_23, booktitle=German Success Stories in Industrial Mathematics, publisher=Springer International Publishing, author=Peitz, Sebastian and Dellnitz, Michael and Bannenberg, Sebastian, editor=Bock, H. G. and Küfer, K.-H. and Maas, P. and Milde, A. and Schulz, V., year=2022, collection=Mathematics in Industry 
LibreCat: /record/30294
DOI: 10.1007/978-3-030-81455-7_23

@articleKlus_Nüske_Peitz_2022, title=Koopman analysis of quantum systems, volume=55, DOI=10.1088/1751-8121/ac7d22, number=31, journal=Journal of Physics A: Mathematical and Theoretical, publisher=IOP Publishing Ltd., author=Klus, Stefan and Nüske, Feliks and Peitz, Sebastian, year=2022, pages=314002 
LibreCat: /record/29673
DOI: 10.1088/1751-8121/ac7d22
arXiv: 2201.12062

@articleGebken_2022, title=Using second-order information in gradient sampling methods for  nonsmooth optimization, journal=arXiv:2210.04579, author=Gebken, Bennet, year=2022 
LibreCat: /record/34618
arXiv: 2210.04579

@bookGebken_2022, title=Computation and analysis of Pareto critical sets in smooth and nonsmooth multiobjective optimization, DOI=10.17619/UNIPB/1-1327, author=Gebken, Bennet, year=2022 
LibreCat: /record/31556
DOI: 10.17619/UNIPB/1-1327

@articleBerkemeier_Peitz_2022, title=Multi-Objective Trust-Region Filter Method for Nonlinear Constraints using Inexact Gradients, journal=arXiv:2208.12094, author=Berkemeier, Manuel Bastian and Peitz, Sebastian, year=2022 
LibreCat: /record/33150
arXiv: 2208.12094

@articleBieker_Gebken_Peitz_2022, title=On the Treatment of Optimization Problems with L1 Penalty Terms via Multiobjective Continuation, volume=44, DOI=10.1109/TPAMI.2021.3114962, number=11, journal=IEEE Transactions on Pattern Analysis and Machine Intelligence, publisher=IEEE, author=Bieker, Katharina and Gebken, Bennet and Peitz, Sebastian, year=2022, pages=7797–7808 
LibreCat: /record/20731
DOI: 10.1109/TPAMI.2021.3114962

@articleNüske_Gelß_Klus_Clementi_2021, title=Tensor-based computation of metastable and coherent sets, DOI=10.1016/j.physd.2021.133018, number=133018, journal=Physica D: Nonlinear Phenomena, author=Nüske, Feliks and Gelß, Patrick and Klus, Stefan and Clementi, Cecilia, year=2021 
LibreCat: /record/24169
DOI: 10.1016/j.physd.2021.133018

@articleKlus_Gelß_Nüske_Noé_2021, title=Symmetric and antisymmetric kernels for machine learning problems in quantum physics and chemistry, DOI=10.1088/2632-2153/ac14ad, number=045016, journal=Machine Learning: Science and Technology, author=Klus, Stefan and Gelß, Patrick and Nüske, Feliks and Noé, Frank, year=2021 
LibreCat: /record/24170
DOI: 10.1088/2632-2153/ac14ad

@articleGoelz_Mora_Stroehlein_Haase_Dellnitz_Reinsberger_Vieluf_2021, title=Electrophysiological signatures of dedifferentiation differ between fit and less fit older adults, DOI=10.1007/s11571-020-09656-9, journal=Cognitive Neurodynamics, author=Goelz, Christian and Mora, Karin and Stroehlein, Julia Kristin and Haase, Franziska Katharina and Dellnitz, Michael and Reinsberger, Claus and Vieluf, Solveig, year=2021 
LibreCat: /record/21195
DOI: 10.1007/s11571-020-09656-9

@articleBerkemeier_Peitz_2021, title=Derivative-Free Multiobjective Trust Region Descent Method Using Radial  Basis Function Surrogate Models, volume=26, DOI=10.3390/mca26020031, number=231, journal=Mathematical and Computational Applications, author=Berkemeier, Manuel Bastian and Peitz, Sebastian, year=2021 
LibreCat: /record/21337
DOI: 10.3390/mca26020031

@articleNüske_Koltai_Boninsegna_Clementi_2021, title=Spectral Properties of Effective Dynamics from Conditional Expectations, DOI=10.3390/e23020134, number=134, journal=Entropy, author=Nüske, Feliks and Koltai, Péter and Boninsegna, Lorenzo and Clementi, Cecilia, year=2021 
LibreCat: /record/21820
DOI: 10.3390/e23020134

@articleGebken_Peitz_2021, title=An efficient descent method for locally Lipschitz multiobjective optimization problems, volume=188, DOI=10.1007/s10957-020-01803-w, journal=Journal of Optimization Theory and Applications, author=Gebken, Bennet and Peitz, Sebastian, year=2021, pages=696–723 
LibreCat: /record/16867
DOI: 10.1007/s10957-020-01803-w

@articleGebken_Peitz_2021, title=Inverse multiobjective optimization: Inferring decision criteria from data, volume=80, DOI=10.1007/s10898-020-00983-z, journal=Journal of Global Optimization, publisher=Springer, author=Gebken, Bennet and Peitz, Sebastian, year=2021, pages=3–29 
LibreCat: /record/16295
DOI: 10.1007/s10898-020-00983-z

@bookGerlach_2021, title=The Computation and Analysis of Invariant Sets of Infinite-Dimensional Systems, DOI=10.17619/UNIPB/1-1278, author=Gerlach, Raphael, year=2021 
LibreCat: /record/32057
DOI: 10.17619/UNIPB/1-1278

@articleOber-Blöbaum_Peitz_2021, title=Explicit multiobjective model predictive control for nonlinear systems  with symmetries, volume=31(2), DOI=10.1002/rnc.5281, journal=International Journal of Robust and Nonlinear Control, author=Ober-Blöbaum, Sina and Peitz, Sebastian, year=2021, pages=380–403 
LibreCat: /record/16294
DOI: 10.1002/rnc.5281

@inbookFlaßkamp_Ober-Blöbaum_Peitz_2020, place=Cham, title=Symmetry in Optimal Control: A Multiobjective Model Predictive Control Approach, DOI=10.1007/978-3-030-51264-4_9, booktitle=Advances in Dynamics, Optimization and Computation, publisher=Springer, author=Flaßkamp, Kathrin and Ober-Blöbaum, Sina and Peitz, Sebastian, editor=Junge, Oliver and Schütze, Oliver and Froyland, Gary and Ober-Blöbaum, Sina and Padberg-Gehle, KathrinEditors, year=2020 
LibreCat: /record/17411
DOI: 10.1007/978-3-030-51264-4_9

@articleKlus_Nüske_Hamzi_2020, title=Kernel-Based Approximation of the Koopman Generator and Schrödinger Operator, DOI=10.3390/e22070722, number=722, journal=Entropy, author=Klus, Stefan and Nüske, Feliks and Hamzi, Boumediene, year=2020 
LibreCat: /record/21819
DOI: 10.3390/e22070722

@articleSchütze_Cuate_Martín_Peitz_Dellnitz_2020, title=Pareto Explorer: a global/local exploration tool for many-objective optimization problems, volume=52, DOI=10.1080/0305215x.2019.1617286, number=5, journal=Engineering Optimization, author=Schütze, Oliver and Cuate, Oliver and Martín, Adanay and Peitz, Sebastian and Dellnitz, Michael, year=2020, pages=832–855 
LibreCat: /record/10596
DOI: 10.1080/0305215x.2019.1617286

@articleKlus_Nüske_Peitz_Niemann_Clementi_Schütte_2020, title=Data-driven approximation of the Koopman generator: Model reduction, system identification, and control, volume=406, DOI=10.1016/j.physd.2020.132416, number=132416, journal=Physica D: Nonlinear Phenomena, author=Klus, Stefan and Nüske, Feliks and Peitz, Sebastian and Niemann, Jan-Hendrik and Clementi, Cecilia and Schütte, Christof, year=2020 
LibreCat: /record/16288
DOI: 10.1016/j.physd.2020.132416

@inbookPeitz_Klus_2020, place=Cham, series=Lecture Notes in Control and Information Sciences, title=Feedback Control of Nonlinear PDEs Using Data-Efficient Reduced Order Models Based on the Koopman Operator, volume=484, DOI=10.1007/978-3-030-35713-9_10, booktitle=Lecture Notes in Control and Information Sciences, publisher=Springer, author=Peitz, Sebastian and Klus, Stefan, year=2020, pages=257–282, collection=Lecture Notes in Control and Information Sciences 
LibreCat: /record/16289
DOI: 10.1007/978-3-030-35713-9_10

@articleBieker_Peitz_Brunton_Kutz_Dellnitz_2020, title=Deep model predictive flow control with limited sensor data and online learning, volume=34, DOI=10.1007/s00162-020-00520-4, journal=Theoretical and Computational Fluid Dynamics, author=Bieker, Katharina and Peitz, Sebastian and Brunton, Steven L. and Kutz, J. Nathan and Dellnitz, Michael, year=2020, pages=577–591 
LibreCat: /record/16290
DOI: 10.1007/s00162-020-00520-4

@articlePeitz_Otto_Rowley_2020, title=Data-Driven Model Predictive Control using Interpolated Koopman  Generators, volume=19, DOI=10.1137/20M1325678, number=3, journal=SIAM Journal on Applied Dynamical Systems, author=Peitz, Sebastian and Otto, Samuel E. and Rowley, Clarence W., year=2020, pages=2162–2193 
LibreCat: /record/16309
DOI: 10.1137/20M1325678

@articleGerlach_Ziessler_Eckhardt_Dellnitz_2020, title=A Set-Oriented Path Following Method for the Approximation of Parameter Dependent Attractors, DOI=10.1137/19m1247139, journal=SIAM Journal on Applied Dynamical Systems, author=Gerlach, Raphael and Ziessler, Adrian and Eckhardt, Bruno and Dellnitz, Michael, year=2020, pages=705–723 
LibreCat: /record/16710
DOI: 10.1137/19m1247139

@articleHernández Castellanos_Ober-Blöbaum_Peitz_2020, title=Explicit Multi-objective Model Predictive Control for Nonlinear Systems  Under Uncertainty, volume=30(17), DOI=10.1002/rnc.5197, journal=International Journal of Robust and Nonlinear Control, author=Hernández Castellanos, Carlos Ignacio and Ober-Blöbaum, Sina and Peitz, Sebastian, year=2020, pages=7593–7618 
LibreCat: /record/16297
DOI: 10.1002/rnc.5197

@inbookGerlach_Ziessler_2020, place=Cham, series=Studies in Systems, Decision and Control, title=The Approximation of Invariant Sets in Infinite Dimensional Dynamical Systems, volume=304, DOI=10.1007/978-3-030-51264-4_3, booktitle=Advances in Dynamics, Optimization and Computation, publisher=Springer International Publishing, author=Gerlach, Raphael and Ziessler, Adrian, editor=Junge, Oliver and Schütze, Oliver and Ober-Blöbaum, Sina and Padberg-Gehle, Kathrin, year=2020, pages=66–85, collection=Studies in Systems, Decision and Control 
LibreCat: /record/17994
DOI: 10.1007/978-3-030-51264-4_3

@articleDellnitz_Gebken_Gerlach_Klus_2020, title=On the equivariance properties of self-adjoint matrices, volume=35, DOI=10.1080/14689367.2019.1661355, number=2, journal=Dynamical Systems, author=Dellnitz, Michael and Gebken, Bennet and Gerlach, Raphael and Klus, Stefan, year=2020, pages=197–215 
LibreCat: /record/16712
DOI: 10.1080/14689367.2019.1661355

@articleNüske_Boninsegna_Clementi_2019, title=Coarse-graining molecular systems by spectral matching, DOI=10.1063/1.5100131, number=044116, journal=The Journal of Chemical Physics, author=Nüske, Feliks and Boninsegna, Lorenzo and Clementi, Cecilia, year=2019 
LibreCat: /record/21944
DOI: 10.1063/1.5100131

@articleSahai_Ziessler_Klus_Dellnitz_2019, title=Continuous relaxations for the traveling salesman problem, DOI=10.1007/s11071-019-05092-5, journal=Nonlinear Dynamics, author=Sahai, Tuhin and Ziessler, Adrian and Klus, Stefan and Dellnitz, Michael, year=2019 
LibreCat: /record/16709
DOI: 10.1007/s11071-019-05092-5

@articlePeitz_Klus_2019, title=Koopman operator-based model reduction for switched-system control of PDEs, volume=106, DOI=10.1016/j.automatica.2019.05.016, journal=Automatica, author=Peitz, Sebastian and Klus, Stefan, year=2019, pages=184–191 
LibreCat: /record/10593
DOI: 10.1016/j.automatica.2019.05.016

@articleGebken_Peitz_Dellnitz_2019, title=On the hierarchical structure of Pareto critical sets, volume=73, DOI=10.1007/s10898-019-00737-6, number=4, journal=Journal of Global Optimization, author=Gebken, Bennet and Peitz, Sebastian and Dellnitz, Michael, year=2019, pages=891–913 
LibreCat: /record/10595
DOI: 10.1007/s10898-019-00737-6

@inproceedingsHanke_Peitz_Wallscheid_Böcker_Dellnitz_2019, title=Finite-Control-Set Model Predictive Control for a Permanent Magnet Synchronous Motor Application with Online Least Squares System Identification, DOI=10.1109/precede.2019.8753313, booktitle=2019 IEEE International Symposium on Predictive Control of Electrical Drives and Power Electronics (PRECEDE), author=Hanke, Soren and Peitz, Sebastian and Wallscheid, Oliver and Böcker, Joachim and Dellnitz, Michael, year=2019 
LibreCat: /record/10597
DOI: 10.1109/precede.2019.8753313

@articleGerlach_Koltai_Dellnitz_2019, title=Revealing the intrinsic geometry of finite dimensional invariant sets of  infinite dimensional dynamical systems, journal=arXiv:1902.08824, author=Gerlach, Raphael and Koltai, Péter and Dellnitz, Michael, year=2019 
LibreCat: /record/16711

@articleZiessler_Dellnitz_Gerlach_2019, title=The Numerical Computation of Unstable Manifolds for Infinite Dimensional Dynamical Systems by Embedding Techniques, volume=18, DOI=10.1137/18m1204395, number=3, journal=SIAM Journal on Applied Dynamical Systems, author=Ziessler, Adrian and Dellnitz, Michael and Gerlach, Raphael, year=2019, pages=1265–1292 
LibreCat: /record/16708
DOI: 10.1137/18m1204395

@articleHanke_Peitz_Wallscheid_Klus_Böcker_Dellnitz_2018, title=Koopman Operator-Based Finite-Control-Set Model Predictive Control for  Electrical Drives, journal=arXiv:1804.00854, author=Hanke, Sören and Peitz, Sebastian and Wallscheid, Oliver and Klus, Stefan and Böcker, Joachim and Dellnitz, Michael, year=2018 
LibreCat: /record/21634

@articleLitzinger_Boninsegna_Wu_Nüske_Patel_Baraniuk_Noé_Clementi_2018, title=Rapid Calculation of Molecular Kinetics Using Compressed Sensing, DOI=10.1021/acs.jctc.8b00089, journal=Journal of Chemical Theory and Computation, author=Litzinger, Florian and Boninsegna, Lorenzo and Wu, Hao and Nüske, Feliks and Patel, Raajen and Baraniuk, Richard and Noé, Frank and Clementi, Cecilia, year=2018, pages=2771–2783 
LibreCat: /record/21940
DOI: 10.1021/acs.jctc.8b00089