Guanru Pan

According to our database, Guanru Pan authored at least 9 papers between 2021 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

On a Stochastic Fundamental Lemma and Its Use for Data-Driven Optimal Control.

Guanru Pan, Ruchuan Ou, Timm Faulwasser

IEEE Trans. Autom. Control., October, 2023

Behavioral theory for stochastic systems? A data-driven journey from Willems to Wiener and back again.

Timm Faulwasser, Ruchuan Ou, Guanru Pan, Philipp Schmitz, Karl Worthmann

Annu. Rev. Control., January, 2023

Distributionally Robust Uncertainty Quantification via Data-Driven Stochastic Optimal Control.

Guanru Pan, Timm Faulwasser

IEEE Control. Syst. Lett., 2023

Data-Driven Multiple Shooting for Stochastic Optimal Control.

Ruchuan Ou, Guanru Pan, Timm Faulwasser

IEEE Control. Syst. Lett., 2023

NMPC in active subspaces: Dimensionality reduction with recursive feasibility guarantees.

Guanru Pan, Timm Faulwasser

Autom., 2023

Data-driven Stochastic Output-Feedback Predictive Control: Recursive Feasibility through Interpolated Initial Conditions.

Guanru Pan, Ruchuan Ou, Timm Faulwasser

Proceedings of the Learning for Dynamics and Control Conference, 2023

2022

Towards data-driven stochastic predictive control.

Guanru Pan, Ruchuan Ou, Timm Faulwasser

CoRR, 2022

On Data-Driven Stochastic Output-Feedback Predictive Control.

Guanru Pan, Ruchuan Ou, Timm Faulwasser

CoRR, 2022

2021

On a Stochastic Fundamental Lemma and Its Use for Data-Driven MPC.

Guanru Pan, Ruchuan Ou, Timm Faulwasser

CoRR, 2021