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Mattia Cenedese
Mattia Cenedese
Institute for Mechanical Systems, ETH Zürich
Verified email at ethz.ch - Homepage
Title
Cited by
Cited by
Year
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
752022
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
392020
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
262022
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
252022
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
232022
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
222017
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
172021
Fast data-driven model reduction for nonlinear dynamical systems
J Axås, M Cenedese, G Haller
Nonlinear Dynamics 111 (9), 7941-7957, 2023
142023
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
132023
Dynamics-based machine learning of transitions in Couette flow
B Kaszás, M Cenedese, G Haller
Physical Review Fluids 7 (8), L082402, 2022
112022
Stability of Forced-Damped Response in Mechanical Systems from a Melnikov Analysis
M Cenedese, G Haller
Chaos 30, 083103, 2020
62020
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
52020
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
32020
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
22023
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
22022
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
22016
Model Reduction to Spectral Submanifolds in Non-Smooth Dynamical Systems
L Bettini, M Cenedese, G Haller
arXiv preprint arXiv:2312.14927, 2023
12023
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
12023
Establishing the Exact Relation Between Conservative Backbone Curves and Frequency Responses via Energy Balance
M Cenedese, G Haller
Nonlinear Structures & Systems, Volume 1: Proceedings of the 39th IMAC, A …, 2022
12022
A Geometric Approach to Nonlinear Mechanical Vibrations: from Analytic to Data-driven Methods
M Cenedese
ETH Zurich, 2021
12021
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Articles 1–20