Robust Nonlinear Reduced-Order Model Predictive ControlIEEE Conference on Decision and Control (CDC), 2023 |
Discovering Causal Relations and Equations from DataPhysics reports (Phys. Rep.), 2023 |
Benchmarking sparse system identification with low-dimensional chaosNonlinear dynamics (Nonlinear Dyn.), 2023 |
Data-Driven Spectral Submanifold Reduction for Nonlinear Optimal Control
of High-Dimensional RobotsIEEE International Conference on Robotics and Automation (ICRA), 2022 |
Data-driven reduced order models using invariant foliations, manifolds
and autoencodersJournal of nonlinear science (J. Nonlinear Sci.), 2022 |
Enhancing Computational Fluid Dynamics with Machine Learning Ricardo Vinuesa Steven L. Brunton |