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282 Publications


2021 | Preprint | LibreCat-ID: 21600
M. Dellnitz et al., “Efficient time stepping for numerical integration using reinforcement  learning,” arXiv:2104.03562. 2021.
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2021 | Journal Article | LibreCat-ID: 16295
B. Gebken and S. Peitz, “Inverse multiobjective optimization: Inferring decision criteria from data,” Journal of Global Optimization, vol. 80, pp. 3–29, 2021.
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2021 | Preprint | LibreCat-ID: 23428
F. Nüske, S. Peitz, F. Philipp, M. Schaller, and K. Worthmann, “Finite-data error bounds for Koopman-based prediction and control,” arXiv:2108.07102. 2021.
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2021 | Preprint | LibreCat-ID: 21199
S. Peitz and K. Bieker, “On the Universal Transformation of Data-Driven Models to Control Systems,” arXiv:2102.04722. 2021.
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2021 | Conference Paper | LibreCat-ID: 22894
C. Offen and S. Ober-Blöbaum, “Bifurcation preserving discretisations of optimal control problems,” presented at the 7th IFAC Workshop on Lagrangian and Hamiltonian Methods for Nonlinear Control, LHMNC 2021, Berlin, Germany.
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2021 | Journal Article | LibreCat-ID: 16867
B. Gebken and S. Peitz, “An efficient descent method for locally Lipschitz multiobjective optimization problems,” Journal of Optimization Theory and Applications, vol. 188, pp. 696–723, 2021.
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2021 | Journal Article | LibreCat-ID: 21195
C. Goelz et al., “Electrophysiological signatures of dedifferentiation differ between fit and less fit older adults,” Cognitive Neurodynamics, 2021.
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2021 | Journal Article | LibreCat-ID: 24170
S. Klus, P. Gelß, F. Nüske, and F. Noé, “Symmetric and antisymmetric kernels for machine learning problems in quantum physics and chemistry,” Machine Learning: Science and Technology, Art. no. 045016, 2021, doi: 10.1088/2632-2153/ac14ad.
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2021 | Preprint | LibreCat-ID: 23382
C. Offen and S. Ober-Blöbaum, “Symplectic integration of learned Hamiltonian systems.” .
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2021 | Journal Article | LibreCat-ID: 24169
F. Nüske, P. Gelß, S. Klus, and C. Clementi, “Tensor-based computation of metastable and coherent sets,” Physica D: Nonlinear Phenomena, Art. no. 133018, 2021, doi: 10.1016/j.physd.2021.133018.
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