Guanru Pan

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 13

Top Topics

Predictive Control

Receding Horizon

Stochastic Systems

Top Venues

IEEE Control. Syst. Lett.

Annu. Rev. Control.

Publications

Timm Faulwasser, Ruchuan Ou, Guanru Pan, Philipp Schmitz, Karl Worthmann
Behavioral theory for stochastic systems? A data-driven journey from Willems to Wiener and back again. Annu. Rev. Control. 55 (2023)
Guanru Pan, Timm Faulwasser
NMPC in active subspaces: Dimensionality reduction with recursive feasibility guarantees. Autom. 147 (2023)
Guanru Pan, Timm Faulwasser
Distributionally Robust Uncertainty Quantification via Data-Driven Stochastic Optimal Control. IEEE Control. Syst. Lett. 7 (2023)
Ruchuan Ou, Guanru Pan, Timm Faulwasser
Data-Driven Multiple Shooting for Stochastic Optimal Control. IEEE Control. Syst. Lett. 7 (2023)
Guanru Pan, Ruchuan Ou, Timm Faulwasser
Data-driven Stochastic Output-Feedback Predictive Control: Recursive Feasibility through Interpolated Initial Conditions. L4DC (2023)
Guanru Pan, Timm Faulwasser
Distributionally robust uncertainty quantification via data-driven stochastic optimal control. CoRR (2023)
Guanru Pan, Ruchuan Ou, Timm Faulwasser
On a Stochastic Fundamental Lemma and Its Use for Data-Driven Optimal Control. IEEE Trans. Autom. Control. 68 (10) (2023)
Guanru Pan, Ruchuan Ou, Timm Faulwasser
On Data-Driven Stochastic Output-Feedback Predictive Control. CoRR (2022)
Guanru Pan, Ruchuan Ou, Timm Faulwasser
Towards data-driven stochastic predictive control. CoRR (2022)
Guanru Pan, Timm Faulwasser
NMPC in Active Subspaces: Dimensionality Reduction with Recursive Feasibility Guarantees. CoRR (2022)
Guanru Pan, Ruchuan Ou, Timm Faulwasser
Data-driven Stochastic Output-Feedback Predictive Control: Recursive Feasibility through Interpolated Initial Conditions. CoRR (2022)
Timm Faulwasser, Ruchuan Ou, Guanru Pan, Philipp Schmitz, Karl Worthmann
Behavioral Theory for Stochastic Systems? A Data-driven Journey from Willems to Wiener and Back Again. CoRR (2022)
Guanru Pan, Ruchuan Ou, Timm Faulwasser
On a Stochastic Fundamental Lemma and Its Use for Data-Driven MPC. CoRR (2021)