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20 Publications
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
LibreCat
| Files available
| DOI
| arXiv
2024 | Preprint | LibreCat-ID: 53805 |
Offen C. Machine learning of continuous and discrete variational ODEs with convergence guarantee and uncertainty quantification.
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| Files available
| 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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| DOI
| 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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| Files available
| DOI
| 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
LibreCat
| Files available
| DOI
| arXiv