Offen, Christian, and Sina Ober-Blöbaum. “Learning of Discrete Models of Variational PDEs from Data.”https://doi.org/10.1063/5.0172287__Chaos 34, no. 1 (2024).https://doi.org/10.1063/5.0172287 .

Leyendecker, Sigrid, Sofya Maslovskaya, Sina Ober-Blöbaum, Rodrigo T. Sato Martín de Almagro, and Flóra Orsolya Szemenyei. “A New Lagrangian Approach to Control Affine Systems with a Quadratic Lagrange Term.”https://doi.org/10.3934/jcd.2024017__Journal of Computational Dynamics 0, no. 0 (2024): 0–0.https://doi.org/10.3934/jcd.2024017 .

Offen, Christian. “Machine Learning of Continuous and Discrete Variational ODEs with Convergence Guarantee and Uncertainty Quantification,” n.d.

Offen, Christian, and Sina Ober-Blöbaum. “Learning Discrete Lagrangians for Variational PDEs from Data and Detection of Travelling Waves.”https://doi.org/10.1007/978-3-031-38271-0_57__In Geometric Science of Information, edited by F Nielsen and F Barbaresco, 14071:569–79. Lecture Notes in Computer Science (LNCS). Springer, Cham., 2023.https://doi.org/10.1007/978-3-031-38271-0_57 .

Ober-Blöbaum, Sina, and Christian Offen. “Variational Learning of Euler–Lagrange Dynamics from Data.”https://doi.org/10.1016/j.cam.2022.114780__Journal of Computational and Applied Mathematics 421 (2023): 114780.https://doi.org/10.1016/j.cam.2022.114780 .

McLachlan, Robert, and Christian Offen. “Backward Error Analysis for Conjugate Symplectic Methods.”https://doi.org/10.3934/jgm.2023005__Journal of Geometric Mechanics 15, no. 1 (2023): 98–115.https://doi.org/10.3934/jgm.2023005 .

Dierkes, Eva, Christian Offen, Sina Ober-Blöbaum, and Kathrin Flaßkamp. “Hamiltonian Neural Networks with Automatic Symmetry Detection.”https://doi.org/10.1063/5.0142969__Chaos 33, no. 6 (2023).https://doi.org/10.1063/5.0142969 .

Dellnitz, Michael, Eyke Hüllermeier, Marvin Lücke, Sina Ober-Blöbaum, Christian Offen, Sebastian Peitz, and Karlson Pfannschmidt. “Efficient Time Stepping for Numerical Integration Using Reinforcement  Learning.”https://doi.org/10.1137/21M1412682__SIAM Journal on Scientific Computing 45, no. 2 (2023): 9–95.https://doi.org/10.1137/21M1412682 .

Lishkova, Yana, Paul Scherer, Steffen Ridderbusch, Mateja Jamnik, Pietro Liò, Sina Ober-Blöbaum, and Christian Offen. “Discrete Lagrangian Neural Networks with Automatic Symmetry Discovery.”https://doi.org/10.1016/j.ifacol.2023.10.1457__In IFAC-PapersOnLine, 56:3203–10. Elsevier, 2023.https://doi.org/10.1016/j.ifacol.2023.10.1457 .

Cresson, Jacky, Fernando Jiménez, and Sina Ober-Blöbaum. “Continuous and Discrete Noether’s Fractional Conserved Quantities for Restricted Calculus of Variations.” AIMS 14(1) (2022): 57–89.

Caillau, Jean-Baptiste, Walid Djema, Jean-Luc Gouzé, Sofya Maslovskaya, and Jean-Baptiste Pomet. “Turnpike Property in Optimal Microbial Metabolite Production.”https://doi.org/10.1007/s10957-022-02023-0__Journal of Optimization Theory and Applications, 2022.https://doi.org/10.1007/s10957-022-02023-0 .

Faulwasser, Timm, Kathrin Flaßkamp, Sina Ober-Blöbaum, Manuel Schaller, and Karl Worthmann. “Manifold Turnpikes, Trims, and Symmetries.” Mathematics of Control, Signals, and Systems 34 (2022): 759–88.

McLachlan, Robert I, and Christian Offen. “Backward Error Analysis for Variational Discretisations of Partial  Differential Equations.”https://doi.org/10.3934/jgm.2022014__Journal of Geometric Mechanics 14, no. 3 (2022): 447–71.https://doi.org/10.3934/jgm.2022014 .

Offen, Christian, and Sina Ober-Blöbaum. “Symplectic Integration of Learned Hamiltonian Systems.”https://doi.org/10.1063/5.0065913__Chaos: An Interdisciplinary Journal of Nonlinear Science 32(1) (2022).https://doi.org/10.1063/5.0065913 .

Vertovec, Nikolaus, Sina Ober-Blöbaum, and Kostas Margellos. “Verification of Safety Critical Control Policies Using Kernel Methods,” 1870–75, 2022.

Ober-Blöbaum, Sina, and M. Vermeeren. “Superconvergence of Galerkin Variational Integrators.” In 7th IIFAC Workshop on Lagrangian and Hamiltonian Methods for Nonlinear Control LHMNC, edited by IFAC-PapersOnLine, 54(19):327–33, 2021.

Djema, Walid, Laetitia Giraldi, Sofya Maslovskaya, and Olivier Bernard. “Turnpike Features in Optimal Selection of Species Represented by Quota Models.”https://doi.org/10.1016/j.automatica.2021.109804__Automatica 132 (2021).https://doi.org/10.1016/j.automatica.2021.109804 .

Offen, Christian, and Sina Ober-Blöbaum. “Bifurcation Preserving Discretisations of Optimal Control Problems.”https://doi.org/10.1016/j.ifacol.2021.11.099__IFAC-PapersOnLine, 2021.https://doi.org/10.1016/j.ifacol.2021.11.099 .

Ridderbusch, Steffen, Christian Offen, Sina Ober-Blöbaum, and Paul Goulart. “Learning ODE Models with Qualitative Structure Using Gaussian Processes .”https://doi.org/10.1109/CDC45484.2021.9683426__In 2021 60th IEEE Conference on Decision and Control (CDC), 2896. IEEE, 2021.https://doi.org/10.1109/CDC45484.2021.9683426 .

Vertovec, Nikolaus, Sina Ober-Blöbaum, and Kostas Margellos. “Multi-Objective Minimum Time Optimal Control for Low-Thrust Trajectory Design,” 1975–80, n.d.