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282 Publications


2021 | Preprint | LibreCat-ID: 21600
@article{Dellnitz_Hüllermeier_Lücke_Ober-Blöbaum_Offen_Peitz_Pfannschmidt_2021, title={Efficient time stepping for numerical integration using reinforcement  learning}, journal={arXiv:2104.03562}, author={Dellnitz, Michael and Hüllermeier, Eyke and Lücke, Marvin and Ober-Blöbaum, Sina and Offen, Christian and Peitz, Sebastian and Pfannschmidt, Karlson}, year={2021} }
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2021 | Journal Article | LibreCat-ID: 16295
@article{Gebken_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} }
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2021 | Preprint | LibreCat-ID: 23428
@article{Nüske_Peitz_Philipp_Schaller_Worthmann_2021, title={Finite-data error bounds for Koopman-based prediction and control}, journal={arXiv:2108.07102}, author={Nüske, Feliks and Peitz, Sebastian and Philipp, Friedrich and Schaller, Manuel and Worthmann, Karl}, year={2021} }
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2021 | Preprint | LibreCat-ID: 21199
@article{Peitz_Bieker_2021, title={On the Universal Transformation of Data-Driven Models to Control Systems}, journal={arXiv:2102.04722}, author={Peitz, Sebastian and Bieker, Katharina}, year={2021} }
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2021 | Conference Paper | LibreCat-ID: 22894
@inproceedings{Offen_Ober-Blöbaum, title={Bifurcation preserving discretisations of optimal control problems}, author={Offen, Christian and Ober-Blöbaum, Sina} }
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2021 | Journal Article | LibreCat-ID: 16867
@article{Gebken_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} }
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2021 | Journal Article | LibreCat-ID: 21195
@article{Goelz_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} }
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2021 | Journal Article | LibreCat-ID: 24170
@article{Klus_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} }
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2021 | Journal Article | LibreCat-ID: 20731
@article{Bieker_Gebken_Peitz_2021, title={On the Treatment of Optimization Problems with L1 Penalty Terms via Multiobjective Continuation}, DOI={10.1109/TPAMI.2021.3114962}, journal={IEEE Transactions on Pattern Analysis and Machine Intelligence}, publisher={IEEE}, author={Bieker, Katharina and Gebken, Bennet and Peitz, Sebastian}, year={2021} }
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2021 | Preprint | LibreCat-ID: 23382
@article{Offen_Ober-Blöbaum, title={Symplectic integration of learned Hamiltonian systems}, author={Offen, Christian and Ober-Blöbaum, Sina} }
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2021 | Journal Article | LibreCat-ID: 24169
@article{Nüske_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} }
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2021 | Journal Article | LibreCat-ID: 16294
@article{Ober-Blöbaum_Peitz_2021, title={Explicit multiobjective model predictive control for nonlinear systems  with symmetries}, volume={31}, DOI={10.1002/rnc.5281}, number={2}, journal={International Journal of Robust and Nonlinear Control}, author={Ober-Blöbaum, Sina and Peitz, Sebastian}, year={2021}, pages={380–403} }
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2021 | Preprint | LibreCat-ID: 21572
@article{Ridderbusch_Offen_Ober-Blöbaum_Goulart, title={Learning ODE Models with Qualitative Structure Using Gaussian Processes }, author={Ridderbusch, Steffen and Offen, Christian and Ober-Blöbaum, Sina and Goulart, Paul} }
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2021 | Journal Article | LibreCat-ID: 21337
@article{Berkemeier_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} }
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2021 | Journal Article | LibreCat-ID: 21820
@article{Nüske_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} }
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2020 | Journal Article | LibreCat-ID: 16961
@article{Liebendörfer_Göller_Biehler_Hochmuth_Kortemeyer_Ostsieker_Rode_Schaper_2020, title={LimSt – Ein Fragebogen zur Erhebung von Lernstrategien im mathematikhaltigen Studium}, DOI={10.1007/s13138-020-00167-y}, journal={Journal für Mathematik-Didaktik}, author={Liebendörfer, Michael and Göller, Robin and Biehler, Rolf and Hochmuth, Reinhard and Kortemeyer, Jörg and Ostsieker, Laura and Rode, Jana and Schaper, Niclas}, year={2020} }
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2020 | Journal Article | LibreCat-ID: 16290
@article{Bieker_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} }
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2020 | Preprint | LibreCat-ID: 19941
@article{McLachlan_Offen, title={Backward error analysis for variational discretisations of partial  differential equations}, journal={arXiv:2006.14172}, author={McLachlan, Robert I and Offen, Christian} }
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2020 | Journal Article | LibreCat-ID: 19939
@article{Kreusser_McLachlan_Offen_2020, title={Detection of high codimensional bifurcations in variational PDEs}, volume={33}, DOI={10.1088/1361-6544/ab7293}, number={5}, journal={Nonlinearity}, author={Kreusser, Lisa Maria and McLachlan, Robert I and Offen, Christian}, year={2020}, pages={2335–2363} }
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2020 | Journal Article | LibreCat-ID: 16288
@article{Klus_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} }
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