| Lie group integrators for mechanical systems E Celledoni, E Çokaj, A Leone, D Murari, B Owren International Journal of Computer Mathematics 99 (1), 58-88, 2022 | 23 | 2022 |
| Learning Hamiltonians of constrained mechanical systems E Celledoni, A Leone, D Murari, B Owren Journal of Computational and Applied Mathematics 417, 114608, 2023 | 16 | 2023 |
| Designing stable neural networks using convex analysis and odes F Sherry, E Celledoni, MJ Ehrhardt, D Murari, B Owren, CB Schönlieb Physica D: Nonlinear Phenomena 463, 134159, 2024 | 6 | 2024 |
| Dynamical systems–based neural networks E Celledoni, D Murari, B Owren, CB Schönlieb, F Sherry SIAM Journal on Scientific Computing 45 (6), A3071-A3094, 2023 | 6 | 2023 |
| Predictions based on pixel data: insights from PDEs and finite differences E Celledoni, J Jackaman, D Murari, B Owren arXiv preprint arXiv:2305.00723, 2023 | 1 | 2023 |
| Dynamics of the N-fold Pendulum in the framework of Lie Group Integrators E Celledoni, E Çokaj, A Leone, D Murari, B Owren European Consortium for Mathematics in Industry, 297-304, 2021 | 1 | 2021 |
| Parallel-in-Time Solutions with Random Projection Neural Networks MM Betcke, LM Kreusser, D Murari arXiv preprint arXiv:2408.09756, 2024 | | 2024 |
| Neural networks for the approximation of Euler's elastica E Celledoni, E Çokaj, A Leone, S Leyendecker, D Murari, B Owren, ... Available at SSRN 4851017, 2023 | | 2023 |
| Contractive Systems Improve Graph Neural Networks Against Adversarial Attacks M Eliasof, D Murari, F Sherry, CB Schönlieb arXiv preprint arXiv:2311.06942, 2023 | | 2023 |
| Structure preserving neural networks based on ODEs D Murari, E Celledoni, BR Owren, F Sherry, CB Schönlieb NeurIPS 2022 Workshop DLDE, 2022 | | 2022 |
| Geometric Numerical Analysis and Deep Learning (L16) D Murari | | |
| Parallel-In-Time Solutions with Extreme Learning Machines MM Betcke, LM Kreusser, D Murari | | |
