Data-driven modeling and prediction of non-linearizable dynamics via spectral submanifolds M Cenedese, J Axås, B Bäuerlein, K Avila, G Haller Nature communications 13 (1), 872, 2022 | 75 | 2022 |
Data-driven nonlinear model reduction to spectral submanifolds in mechanical systems M Cenedese, J Axås, H Yang, M Eriten, G Haller Philosophical Transactions of the Royal Society A 380 (2229), 20210194, 2022 | 25 | 2022 |
Fast data-driven model reduction for nonlinear dynamical systems J Axås, M Cenedese, G Haller Nonlinear Dynamics 111 (9), 7941-7957, 2023 | 14 | 2023 |
Nonlinear model reduction to fractional and mixed-mode spectral submanifolds G Haller, B Kaszás, A Liu, J Axås Chaos: An Interdisciplinary Journal of Nonlinear Science 33 (6), 2023 | 10 | 2023 |
Model reduction for nonlinearizable dynamics via delay-embedded spectral submanifolds J Axås, G Haller Nonlinear Dynamics 111 (24), 22079-22099, 2023 | 3 | 2023 |
Data-Driven Modeling and Forecasting of Chaotic Dynamics on Inertial Manifolds Constructed as Spectral Submanifolds A Liu, J Axås, G Haller arXiv preprint arXiv:2310.06067, 2023 | 1 | 2023 |