| Linear predictors for nonlinear dynamical systems: Koopman operator meets model predictive control M Korda, I Mezić Automatica 93, 149-160, 2018 | 726 | 2018 |
| Convex computation of the region of attraction of polynomial control systems D Henrion, M Korda IEEE Transactions on Automatic Control 59 (2), 297-312, 2013 | 351 | 2013 |
| On convergence of extended dynamic mode decomposition to the Koopman operator M Korda, I Mezić Journal of Nonlinear Science 28, 687-710, 2018 | 310 | 2018 |
| Convex computation of the maximum controlled invariant set for polynomial control systems M Korda, D Henrion, CN Jones SIAM Journal on Control and Optimization 52 (5), 2944-2969, 2014 | 168* | 2014 |
| A data-driven koopman model predictive control framework for nonlinear partial differential equations H Arbabi, M Korda, I Mezić 2018 IEEE Conference on Decision and Control (CDC), 6409-6414, 2018 | 131 | 2018 |
| Optimal construction of Koopman eigenfunctions for prediction and control M Korda, I Mezić IEEE Transactions on Automatic Control 65 (12), 5114-5129, 2020 | 123 | 2020 |
| On turnpike and dissipativity properties of continuous-time optimal control problems T Faulwasser, M Korda, CN Jones, D Bonvin Automatica 81, 297-304, 2017 | 114 | 2017 |
| Data-driven spectral analysis of the Koopman operator M Korda, M Putinar, I Mezić Applied and Computational Harmonic Analysis 48 (2), 599-629, 2020 | 112 | 2020 |
| Inner approximations of the region of attraction for polynomial dynamical systems M Korda, D Henrion, CN Jones IFAC Proceedings Volumes 46 (23), 534-539, 2013 | 97 | 2013 |
| Stochastic MPC framework for controlling the average constraint violation M Korda, R Gondhalekar, F Oldewurtel, C Jones IEEE Transactions on Automatic Control 59 (7), 1706-1721, 2014 | 66 | 2014 |
| Power grid transient stabilization using Koopman model predictive control M Korda, Y Susuki, I Mezić The 10th Symposium on Control of Power and Energy Systems (CPES), 2018 | 61 | 2018 |
| Strongly feasible stochastic model predictive control M Korda, R Gondhalekar, J Cigler, F Oldewurtel 2011 50th IEEE Conference on Decision and Control and European Control …, 2011 | 58 | 2011 |
| Turnpike and dissipativity properties in dynamic real-time optimization and economic MPC T Faulwasser, M Korda, CN Jones, D Bonvin 53rd ieee conference on decision and control, 2734-2739, 2014 | 56 | 2014 |
| On the selection of the most appropriate MPC problem formulation for buildings J Cigler, J Siroky, M Korda, C Jones 11th REHVA World Congress CLIMA 2013, 2013 | 35 | 2013 |
| Moment-sos Hierarchy, The: Lectures In Probability, Statistics, Computational Geometry, Control And Nonlinear Pdes D Henrion, M Korda, JB Lasserre World Scientific, 2020 | 34 | 2020 |
| Convex computation of extremal invariant measures of nonlinear dynamical systems and Markov processes M Korda, D Henrion, I Mezić Journal of Nonlinear Science 31, 1-26, 2021 | 31 | 2021 |
| Controller design and value function approximation for nonlinear dynamical systems M Korda, D Henrion, CN Jones Automatica 67, 54-66, 2016 | 30 | 2016 |
| Controller design and region of attraction estimation for nonlinear dynamical systems M Korda, D Henrion, CN Jones IFAC Proceedings Volumes 47 (3), 2310-2316, 2014 | 28 | 2014 |
| Solving the infinite-horizon constrained LQR problem using accelerated dual proximal methods G Stathopoulos, M Korda, CN Jones IEEE Transactions on Automatic Control 62 (4), 1752-1767, 2017 | 26* | 2017 |
| Sparse moment-sum-of-squares relaxations for nonlinear dynamical systems with guaranteed convergence C Schlosser, M Korda arXiv preprint arXiv:2012.05572, 2020 | 24 | 2020 |
Igor MezicUniversity of California, Santa BarbaraBestätigte E-Mail-Adresse bei ucsb.edu
