| Publication | Date of Publication | Type |
|---|
| Exploiting ideal-sparsity in the generalized moment problem with application to matrix factorization ranks | 2024-04-09 | Paper |
| Exploiting Term Sparsity in Moment-SOS Hierarchy for Dynamical Systems | 2024-02-29 | Paper |
| Learning Parametric Koopman Decompositions for Prediction and Control | 2023-10-02 | Paper |
| Symmetry reduction and recovery of trajectories of optimal control problems via measure relaxations | 2023-07-07 | Paper |
| Convergence rates for sums-of-squares hierarchies with correlative sparsity | 2023-03-26 | Paper |
| Occupation measure relaxations in variational problems: the role of convexity | 2023-03-04 | Paper |
| Polynomial argmin for recovery and approximation of multivariate discontinuous functions | 2023-02-14 | Paper |
| Controlled Synchronization of Coupled Pendulums by Koopman Model Predictive Control | 2022-12-28 | Paper |
| Dictionary-free Koopman model predictive control with nonlinear input transformation | 2022-12-28 | Paper |
| Time-dependent moments from partial differential equations and the time-dependent set of atoms | 2022-11-08 | Paper |
| Sparsity Structures for Koopman and Perron--Frobenius Operators | 2022-09-21 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5097108 | 2022-08-19 | Paper |
| Urysohn in action: separating semialgebraic sets by polynomials | 2022-07-01 | Paper |
| The gap between a variational problem and its occupation measure relaxation | 2022-05-27 | Paper |
| Converging outer approximations to global attractors using semidefinite programming | 2021-11-19 | Paper |
| Mean Subtraction and Mode Selection in Dynamic Mode Decomposition | 2021-05-08 | Paper |
| The Moment-SOS Hierarchy | 2021-05-04 | Paper |
| Convex computation of extremal invariant measures of nonlinear dynamical systems and Markov processes | 2021-04-29 | Paper |
| Optimal Construction of Koopman Eigenfunctions for Prediction and Control | 2021-03-12 | Paper |
| Spatio-Temporal Decomposition of Sum-of-Squares Programs for the Region of Attraction and Reachability | 2021-03-05 | Paper |
| Stability and performance verification of dynamical systems controlled by neural networks: algorithms and complexity | 2021-02-03 | Paper |
| Sparse moment-sum-of-squares relaxations for nonlinear dynamical systems with guaranteed convergence | 2020-12-10 | Paper |
| Koopman model predictive control of nonlinear dynamical systems | 2020-11-19 | Paper |
| Application of Koopman-based control in ultrahigh-precision positioning | 2020-11-19 | Paper |
| Computing Controlled Invariant Sets from Data Using Convex Optimization | 2020-10-29 | Paper |
| Data-driven spectral analysis of the Koopman operator | 2020-02-28 | Paper |
| Optimal construction of Koopman eigenfunctions for prediction and control | 2018-10-19 | Paper |
| Linear predictors for nonlinear dynamical systems: Koopman operator meets model predictive control | 2018-10-17 | Paper |
| Convergence rates of moment-sum-of-squares hierarchies for volume approximation of semialgebraic sets | 2018-05-28 | Paper |
| Moments and convex optimization for analysis and control of nonlinear partial differential equations | 2018-04-20 | Paper |
| On convergence of extended dynamic mode decomposition to the Koopman operator | 2018-04-16 | Paper |
| Power grid transient stabilization using Koopman model predictive control | 2018-03-28 | Paper |
| On turnpike and dissipativity properties of continuous-time optimal control problems | 2017-10-11 | Paper |
| Solving the Infinite-Horizon Constrained LQR Problem Using Accelerated Dual Proximal Methods | 2017-07-27 | Paper |
| Stochastic MPC Framework for Controlling the Average Constraint Violation | 2017-05-16 | Paper |
| Convex Computation of the Region of Attraction of Polynomial Control Systems | 2017-05-16 | Paper |
| Stability and performance verification of optimization-based controllers | 2017-03-28 | Paper |
| Convergence rates of moment-sum-of-squares hierarchies for optimal control problems | 2017-02-22 | Paper |
| Controller design and value function approximation for nonlinear dynamical systems | 2016-03-11 | Paper |
| Convex Computation of the Maximum Controlled Invariant Set For Polynomial Control Systems | 2015-02-09 | Paper |
| Controller design and region of attraction estimation for nonlinear dynamical systems | 2013-10-08 | Paper |
| Nonquadratic stochastic model predictive control: a tractable approach | 2013-03-01 | Paper |
| Inner approximations of the region of attraction for polynomial dynamical systems | 2012-10-11 | Paper |
