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152 Publications
2025 | Preprint | LibreCat-ID: 58544 | 
Kopylov D, Offen C, Ares L, et al. Multiphoton, multimode state classification for nonlinear optical circuits .
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| arXiv
2025 | Preprint | LibreCat-ID: 53805 |
Offen C. Machine learning of continuous and discrete variational ODEs with convergence guarantee and uncertainty quantification.
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| arXiv
2025 | Journal Article | LibreCat-ID: 59792
Flaßkamp K, Maslovskaya S, Ober-Blöbaum S, Wembe Moafo BE. Trim turnpikes for optimal control problems with symmetries. Mathematics of Control, Signals, and Systems. Published online 2025. doi:10.1007/s00498-025-00408-w
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| DOI
2025 | Preprint | LibreCat-ID: 59800
Konopik M, Leyendecker S, Maslovskaya S, Ober-Blöbaum S, de Almagro RTSM. On the variational discretization of optimal control problems for Lagrangian dynamics. Published online 2025.
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2025 | Preprint | LibreCat-ID: 59797
Konopik M, T. Sato Martín de Almagro R, Maslovskaya S, Ober-Blöbaum S, Leyendecker S. Variational integrators for a new Lagrangian approach to control affine systems with a quadratic Lagrange term. Published online 2025.
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2025 | Preprint | LibreCat-ID: 59799
Konopik M, Leyendecker S, Maslovskaya S, Ober-Blöbaum S, T. Sato Martín de Almagro R. A new Lagrangian approach to optimal control of second-order systems. Published online 2025.
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2024 | Journal Article | LibreCat-ID: 53101 |
Leyendecker S, Maslovskaya S, Ober-Blöbaum S, Almagro RTSM de, Szemenyei FO. A new Lagrangian approach to control affine systems with a quadratic Lagrange term. Journal of Computational Dynamics. 2024;0(0):0-0. doi:10.3934/jcd.2024017
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2024 | Journal Article | LibreCat-ID: 46469 |
Offen C, Ober-Blöbaum S. Learning of discrete models of variational PDEs from data. Chaos. 2024;34(1). doi:10.1063/5.0172287
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| arXiv
2024 | Preprint | LibreCat-ID: 55159 |
Offen C. Machine learning of discrete field theories with guaranteed convergence and uncertainty quantification.
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| arXiv
2024 | Preprint | LibreCat-ID: 59507
Maslovskaya S, Offen C, Ober-Blöbaum S, Singh P, Wembe Moafo BE. Commutator-free Cayley methods.
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2024 | Conference Paper | LibreCat-ID: 59791
Maslovskaya S, Ober-Blöbaum S. Symplectic Methods in Deep Learning. In: IFAC-PapersOnLine. Vol 58. Elsevier BV; 2024:85-90. doi:10.1016/j.ifacol.2024.10.118
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| DOI
2024 | Preprint | LibreCat-ID: 59794
Maslovskaya S, Ober-Blöbaum S, Offen C, Singh P, Wembe Moafo BE. Adaptive higher order reversible integrators for memory efficient deep learning. Published online 2024.
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2024 | Preprint | LibreCat-ID: 59801
Jean F, Maslovskaya S. Inverse optimal control problem in the non autonomous linear-quadratic case. Published online 2024.
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2023 | Conference Paper | LibreCat-ID: 34135 |
Lishkova Y, Scherer P, Ridderbusch S, et al. Discrete Lagrangian Neural Networks with Automatic Symmetry Discovery. In: IFAC-PapersOnLine. Vol 56. Elsevier; 2023:3203-3210. doi:10.1016/j.ifacol.2023.10.1457
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| arXiv
2023 | Conference Paper | LibreCat-ID: 42163 |
Offen C, Ober-Blöbaum S. Learning discrete Lagrangians for variational PDEs from data and detection of travelling waves. In: Nielsen F, Barbaresco F, eds. Geometric Science of Information. Vol 14071. Lecture Notes in Computer Science (LNCS). Springer, Cham.; 2023:569-579. doi:10.1007/978-3-031-38271-0_57
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| arXiv
2023 | Journal Article | LibreCat-ID: 29240 |
Ober-Blöbaum S, Offen C. Variational Learning of Euler–Lagrange Dynamics from Data. Journal of Computational and Applied Mathematics. 2023;421:114780. doi:10.1016/j.cam.2022.114780
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| arXiv
2023 | Journal Article | LibreCat-ID: 29236 |
McLachlan R, Offen C. Backward error analysis for conjugate symplectic methods. Journal of Geometric Mechanics. 2023;15(1):98-115. doi:10.3934/jgm.2023005
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| arXiv
2023 | Journal Article | LibreCat-ID: 37654 |
Dierkes E, Offen C, Ober-Blöbaum S, Flaßkamp K. Hamiltonian Neural Networks with Automatic Symmetry Detection. Chaos. 2023;33(6). doi:10.1063/5.0142969
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| arXiv
2023 | Journal Article | LibreCat-ID: 21600
Dellnitz M, Hüllermeier E, Lücke M, et al. Efficient time stepping for numerical integration using reinforcement learning. SIAM Journal on Scientific Computing. 2023;45(2):A579-A595. doi:10.1137/21M1412682
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| arXiv
2023 | Report | LibreCat-ID: 47147
Lishkova Y, Ober-Blöbaum S, Leyendecker S. Multirate Discrete Mechanics and Optimal Control for a Flexible Satelite Model . Invited Mathematical Magazine Article; 2023.
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