Approximating optimal feedback controllers of finite horizon control problems using hierarchical tensor formats M Oster, L Sallandt, R Schneider SIAM Journal on Scientific Computing 44 (3), B746-B770, 2022 | 41 | 2022 |
Approximating the stationary Hamilton-Jacobi-Bellman equation by hierarchical tensor products M Oster, L Sallandt, R Schneider arXiv preprint arXiv:1911.00279, 2019 | 33 | 2019 |
Approximative policy iteration for exit time feedback control problems driven by stochastic differential equations using tensor train format K Fackeldey, M Oster, L Sallandt, R Schneider Multiscale Modeling & Simulation 20 (1), 379-403, 2022 | 23 | 2022 |
Coupled cluster theory: Toward an algebraic geometry formulation FM Faulstich, M Oster SIAM Journal on Applied Algebra and Geometry 8 (1), 138-188, 2024 | 15 | 2024 |
Reentrant tensegrity: A three-periodic, chiral, tensegrity structure that is auxetic M Oster, MA Dias, T de Wolff, ME Evans Science Advances 7 (50), eabj6737, 2021 | 14 | 2021 |
On semi-global optimal control problems and their applications in machine learning M Oster Technische Universität Berlin, 2023 | 3 | 2023 |
Variationally Correct Neural Residual Regression for Parametric PDEs: On the Viability of Controlled Accuracy M Bachmayr, W Dahmen, M Oster arXiv preprint arXiv:2405.20065, 2024 | 2 | 2024 |
Mini-Workshop: Nonlinear Approximation of High-dimensional Functions in Scientific Computing M Oster, J Schütte, P Trunschke Oberwolfach Reports 20 (4), 2771-2808, 2024 | | 2024 |
S-SOS: Stochastic Sum-Of-Squares for Parametric Polynomial Optimization RL Zhu, M Oster, Y Khoo arXiv preprint arXiv:2406.08954, 2024 | | 2024 |
A comparison study of supervised learning techniques for the approximation of high dimensional functions and feedback control M Oster, L Saluzzi, T Wenzel arXiv preprint arXiv:2402.01402, 2024 | | 2024 |
Towards Continuous Mathematical Models for the Analysis of Classes of Deep Neural Networks A Kunoth, M Oster, R Schneider Multiscale, Nonlinear and Adaptive Approximation II, 383-403, 2024 | | 2024 |
Some Thoughts on Compositional Tensor Networks R Schneider, M Oster Multiscale, Nonlinear and Adaptive Approximation II, 419-447, 2024 | | 2024 |
Some suggestions concerning the conjecture in:'Tractable semi-algebraic approximation using Christoffel-Darboux kernel' M Oster, R Schneider arXiv preprint arXiv:2203.12889, 2022 | | 2022 |