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 | 86 | 2022 |
How do conservative backbone curves perturb into forced responses? A Melnikov function analysis M Cenedese, G Haller Proceedings of the Royal Society A 476 (2234), 20190494, 2020 | 46 | 2020 |
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 | 32 | 2022 |
Measurement and identification of the nonlinear dynamics of a jointed structure using full-field data, Part I: Measurement of nonlinear dynamics W Chen, D Jana, A Singh, M Jin, M Cenedese, G Kosova, MRW Brake, ... Mechanical Systems and Signal Processing 166, 108401, 2022 | 29 | 2022 |
Measurement and identification of the nonlinear dynamics of a jointed structure using full-field data; Part II-Nonlinear system identification M Jin, G Kosova, M Cenedese, W Chen, A Singh, D Jana, MRW Brake, ... Mechanical Systems and Signal Processing 166, 108402, 2022 | 26 | 2022 |
Bandgap control with local and interconnected LC piezoelectric shunts EA Flores Parra, A Bergamini, B Lossouarn, B Van Damme, M Cenedese, ... Applied Physics Letters 111 (11), 2017 | 24 | 2017 |
Fast data-driven model reduction for nonlinear dynamical systems J Axås, M Cenedese, G Haller Nonlinear Dynamics 111 (9), 7941-7957, 2023 | 20 | 2023 |
Data-driven spectral submanifold reduction for nonlinear optimal control of high-dimensional robots JI Alora, M Cenedese, E Schmerling, G Haller, M Pavone 2023 IEEE International Conference on Robotics and Automation (ICRA), 2627-2633, 2023 | 18 | 2023 |
Interaction of Bragg scattering bandgaps and local resonators in mono-coupled periodic structures M Cenedese, E Belloni, F Braghin Journal of applied physics 129 (12), 2021 | 18 | 2021 |
Dynamics-based machine learning of transitions in Couette flow B Kaszás, M Cenedese, G Haller Physical Review Fluids 7 (8), L082402, 2022 | 14 | 2022 |
Stability of Forced-Damped Response in Mechanical Systems from a Melnikov Analysis M Cenedese, G Haller Chaos 30, 083103, 2020 | 6 | 2020 |
Practical Deployment of Spectral Submanifold Reduction for Optimal Control of High-Dimensional Systems JI Alora, M Cenedese, E Schmerling, G Haller, M Pavone IFAC-PapersOnLine 56 (2), 4074-4081, 2023 | 5 | 2023 |
Nonlinear System Identification of a Jointed Structure Using Full-Field Data: Part II Analysis G Kosova, M Jin, M Cenedese, W Chen, A Singh, D Jana, MRW Brake, ... Nonlinear Structures & Systems, Volume 1, 185-188, 2020 | 5 | 2020 |
Dynamics-based machine learning for nonlinearizable phenomena. Data-driven reduced models on spectral submanifolds G Haller, S Jain, M Cenedese SIAM News 55 (5), 1-4, 2022 | 3 | 2022 |
Constructing backbone curves from free-decay vibrations data in multi-degrees of freedom oscillatory systems M Cenedese, G Haller Nonlinear Structures and Systems, Volume 1: Proceedings of the 37th IMAC, A …, 2020 | 3 | 2020 |
Model reduction to spectral submanifolds in piecewise smooth dynamical systems L Bettini, M Cenedese, G Haller International Journal of Non-Linear Mechanics 163, 104753, 2024 | 2 | 2024 |
Data-Assisted Non-Intrusive Model Reduction for Forced Nonlinear Finite Elements Models M Cenedese, J Marconi, G Haller, S Jain arXiv preprint arXiv:2311.17865, 2023 | 2 | 2023 |
Invariant representation of wave propagation properties for a mono-coupled electro-mechanical periodic structure E Belloni, F Braghin, G Cazzulani, M Cenedese Smart Materials, Adaptive Structures and Intelligent Systems 50480, V001T02A004, 2016 | 2 | 2016 |
Data-driven modelling of the regular and chaotic dynamics of an inverted flag from experiments Z Xu, B Kaszás, M Cenedese, G Berti, F Coletti, G Haller Journal of Fluid Mechanics 987, R7, 2024 | 1 | 2024 |
Model Reduction to Spectral Submanifolds in Non-Smooth Dynamical Systems L Bettini, M Cenedese, G Haller arXiv preprint arXiv:2312.14927, 2023 | 1 | 2023 |