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282 Publications


2021 | Preprint | LibreCat-ID: 21600
Efficient time stepping for numerical integration using reinforcement learning
M. Dellnitz, E. Hüllermeier, M. Lücke, S. Ober-Blöbaum, C. Offen, S. Peitz, K. Pfannschmidt, ArXiv:2104.03562 (2021).
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2021 | Journal Article | LibreCat-ID: 16295
Inverse multiobjective optimization: Inferring decision criteria from data
B. Gebken, S. Peitz, Journal of Global Optimization 80 (2021) 3–29.
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2021 | Preprint | LibreCat-ID: 23428
Finite-data error bounds for Koopman-based prediction and control
F. Nüske, S. Peitz, F. Philipp, M. Schaller, K. Worthmann, ArXiv:2108.07102 (2021).
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2021 | Preprint | LibreCat-ID: 21199
On the Universal Transformation of Data-Driven Models to Control Systems
S. Peitz, K. Bieker, ArXiv:2102.04722 (2021).
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2021 | Conference Paper | LibreCat-ID: 22894 LibreCat | Files available
 

2021 | Journal Article | LibreCat-ID: 16867
An efficient descent method for locally Lipschitz multiobjective optimization problems
B. Gebken, S. Peitz, Journal of Optimization Theory and Applications 188 (2021) 696–723.
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2021 | Journal Article | LibreCat-ID: 21195
Electrophysiological signatures of dedifferentiation differ between fit and less fit older adults
C. Goelz, K. Mora, J.K. Stroehlein, F.K. Haase, M. Dellnitz, C. Reinsberger, S. Vieluf, Cognitive Neurodynamics (2021).
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2021 | Journal Article | LibreCat-ID: 24170
Symmetric and antisymmetric kernels for machine learning problems in quantum physics and chemistry
S. Klus, P. Gelß, F. Nüske, F. Noé, Machine Learning: Science and Technology (2021).
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2021 | Journal Article | LibreCat-ID: 20731
On the Treatment of Optimization Problems with L1 Penalty Terms via Multiobjective Continuation
K. Bieker, B. Gebken, S. Peitz, IEEE Transactions on Pattern Analysis and Machine Intelligence (2021).
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2021 | Preprint | LibreCat-ID: 23382
Symplectic integration of learned Hamiltonian systems
C. Offen, S. Ober-Blöbaum, (n.d.).
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