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152 Publications
2025 | Preprint | LibreCat-ID: 58544 | 
D. Kopylov et al., “Multiphoton, multimode state classification for nonlinear optical circuits .” .
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| arXiv
2025 | Preprint | LibreCat-ID: 53805 |
C. Offen, “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
K. Flaßkamp, S. Maslovskaya, S. Ober-Blöbaum, and B. E. Wembe Moafo, “Trim turnpikes for optimal control problems with symmetries,” Mathematics of Control, Signals, and Systems, 2025, doi: 10.1007/s00498-025-00408-w.
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| DOI
2025 | Preprint | LibreCat-ID: 59800
M. Konopik, S. Leyendecker, S. Maslovskaya, S. Ober-Blöbaum, and R. T. S. M. de Almagro, “On the variational discretization of optimal control problems for Lagrangian dynamics.” Springer Science and Business Media LLC, 2025.
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2025 | Preprint | LibreCat-ID: 59797
M. Konopik, R. T. Sato Martín de Almagro, S. Maslovskaya, S. Ober-Blöbaum, and S. Leyendecker, “Variational integrators for a new Lagrangian approach to control affine systems with a quadratic Lagrange term.” 2025.
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2025 | Preprint | LibreCat-ID: 59799
M. Konopik, S. Leyendecker, S. Maslovskaya, S. Ober-Blöbaum, and R. T. Sato Martín de Almagro, “A new Lagrangian approach to optimal control of second-order systems.” 2025.
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2024 | Journal Article | LibreCat-ID: 53101 |
S. Leyendecker, S. Maslovskaya, S. Ober-Blöbaum, R. T. S. M. de Almagro, and F. O. Szemenyei, “A new Lagrangian approach to control affine systems with a quadratic Lagrange term,” Journal of Computational Dynamics, vol. 0, no. 0, pp. 0–0, 2024, doi: 10.3934/jcd.2024017.
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2024 | Journal Article | LibreCat-ID: 46469 |
C. Offen and S. Ober-Blöbaum, “Learning of discrete models of variational PDEs from data,” Chaos, vol. 34, no. 1, Art. no. 013104, 2024, doi: 10.1063/5.0172287.
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| DOI
| arXiv
2024 | Preprint | LibreCat-ID: 55159 |
C. Offen, “Machine learning of discrete field theories with guaranteed convergence and uncertainty quantification.” .
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| arXiv
2024 | Preprint | LibreCat-ID: 59507
S. Maslovskaya, C. Offen, S. Ober-Blöbaum, P. Singh, and B. E. Wembe Moafo, “Commutator-free Cayley methods.” .
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2024 | Conference Paper | LibreCat-ID: 59791
S. Maslovskaya and S. Ober-Blöbaum, “Symplectic Methods in Deep Learning,” in IFAC-PapersOnLine, 2024, vol. 58, no. 17, pp. 85–90, doi: 10.1016/j.ifacol.2024.10.118.
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| DOI
2024 | Preprint | LibreCat-ID: 59794
S. Maslovskaya, S. Ober-Blöbaum, C. Offen, P. Singh, and B. E. Wembe Moafo, “Adaptive higher order reversible integrators for memory efficient deep learning.” 2024.
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2024 | Preprint | LibreCat-ID: 59801
F. Jean and S. Maslovskaya, “Inverse optimal control problem in the non autonomous linear-quadratic case.” 2024.
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2023 | Conference Paper | LibreCat-ID: 34135 |
Y. Lishkova et al., “Discrete Lagrangian Neural Networks with Automatic Symmetry Discovery,” in IFAC-PapersOnLine, Yokohama, Japan, 2023, vol. 56, no. 2, pp. 3203–3210, doi: 10.1016/j.ifacol.2023.10.1457.
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| arXiv
2023 | Conference Paper | LibreCat-ID: 42163 |
C. Offen and S. Ober-Blöbaum, “Learning discrete Lagrangians for variational PDEs from data and detection of travelling waves,” in Geometric Science of Information, Saint-Malo, Palais du Grand Large, France, 2023, vol. 14071, pp. 569–579, doi: 10.1007/978-3-031-38271-0_57.
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| DOI
| arXiv
2023 | Journal Article | LibreCat-ID: 29240 |
S. Ober-Blöbaum and C. Offen, “Variational Learning of Euler–Lagrange Dynamics from Data,” Journal of Computational and Applied Mathematics, vol. 421, p. 114780, 2023, doi: 10.1016/j.cam.2022.114780.
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| DOI
| arXiv
2023 | Journal Article | LibreCat-ID: 29236 |
R. McLachlan and C. Offen, “Backward error analysis for conjugate symplectic methods,” Journal of Geometric Mechanics, vol. 15, no. 1, pp. 98–115, 2023, doi: 10.3934/jgm.2023005.
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| DOI
| arXiv
2023 | Journal Article | LibreCat-ID: 37654 |
E. Dierkes, C. Offen, S. Ober-Blöbaum, and K. Flaßkamp, “Hamiltonian Neural Networks with Automatic Symmetry Detection,” Chaos, vol. 33, no. 6, Art. no. 063115, 2023, doi: 10.1063/5.0142969.
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| arXiv
2023 | Journal Article | LibreCat-ID: 21600
M. Dellnitz et al., “Efficient time stepping for numerical integration using reinforcement learning,” SIAM Journal on Scientific Computing, vol. 45, no. 2, pp. A579–A595, 2023, doi: 10.1137/21M1412682.
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| arXiv
2023 | Report | LibreCat-ID: 47147
Y. Lishkova, S. Ober-Blöbaum, and S. Leyendecker, Multirate Discrete Mechanics and Optimal Control for a Flexible Satelite Model . Invited Mathematical Magazine Article, 2023.
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