Publications for single years
2025
Sperl, Mario; Saluzzi, Luca; Kalise, Dante; Grüne, Lars
Separable approximations of optimal value functions and their representation by neural networks
Bayreuth, 2025. - 20 page
doi:10.48550/arXiv.2502.08559 ...
Grüne, Lars; Sperl, Mario; Chatterjee, Debasish
Representation of practical nonsmooth control Lyapunov functions by piecewise affine functions ...
Bayreuth, 2025. - 9 page
doi:10.15495/EPub_UBT_00008178 ...
Schiller, Julian D.; Grüne, Lars; Müller, Matthias A.
Performance guarantees for optimization-based state estimation using turnpike properties
Bayreuth ; Hannover, 2025. - 16 page
doi:10.48550/arXiv.2501.18385 ...
Grüne, Lars; Pioch, Kilian; Kriecherbauer, Thomas; Margaliot, Michael
Random attraction in TASEP with time-varying hopping rates
Bayreuth ; Tel Aviv, 2025. - 20 page
doi:10.48550/arXiv.2501.16777 ...
Grüne, Lars; Zanon, Mario
Stabilization of strictly pre-dissipative nonlinear receding horizon control by terminal costs
Bayreuth ; Lucca, 2025. - 7 page
doi:10.48550/arXiv.2412.13538 ...
Zanon, Mario; Grüne, Lars
Stabilization of strictly pre-dissipative receding horizon linear quadratic control by terminal ...
Bayreuth ; Lucca, 2025. - 13 page
doi:10.48550/arXiv.2501.03691 ...
Bold, Lea; Grüne, Lars; Schaller, Manuel; Worthmann, Karl
Data-driven MPC with stability guarantees using extended dynamic mode decomposition
in IEEE Transactions on Automatic Control volume 70 (2025) issue 1. - page 534-541
doi:10.1109/TAC.2024.3431169 ...
Model Predictive Control : Engineering Methods for Economists
publ: Daniilidis, Aris; Grüne, Lars; Haunschmied, Josef; Tragler, Gernot
Cham, Switzerland : Springer, 2025. - 198 page . - (Dynamic Modeling and Econometrics in Economics and Finance; 31)
https://link.springer.com/book/9783031852558
Sperl, Mario; Mysliwitz, Jonas; Grüne, Lars
On the Existence and Neural Network Representation of Separable Control Lyapunov Functions
Bayreuth, 2025. - 11 page
doi:10.15495/EPub_UBT_00008101 ...
Ou, Ruchuan; Schießl, Jonas; Baumann, Michael Heinrich; Grüne, Lars; Faulwasser, Timm
A polynomial chaos approach to stochastic LQ optimal control : Error bounds and infinite-horizo ...
in Automatica volume 174 (2025)
doi:10.1016/j.automatica.2025.112117 ...