Rudy Geelen

According to our database, Rudy Geelen authored at least 6 papers between 2022 and 2025.

Collaborative distances:

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

2025

Efficient data-driven regression for reduced-order modeling of spatial pattern formation.

Alessandro Alla, Rudy Geelen, Hannah Lu

CoRR, August, 2025

2024

Learning Latent Space Dynamics with Model-Form Uncertainties: A Stochastic Reduced-Order Modeling Approach.

Jin Yi Yong, Rudy Geelen, Johann Guilleminot

CoRR, 2024

2023

Learning physics-based reduced-order models from data using nonlinear manifolds.

Rudy Geelen, Laura Balzano, Stephen Wright, Karen Willcox

CoRR, 2023

Symplectic model reduction of Hamiltonian systems using data-driven quadratic manifolds.

Harsh Sharma, Hongliang Mu, Patrick Buchfink, Rudy Geelen, Silke Glas, Boris Kramer

CoRR, 2023

Learning Latent Representations in High-Dimensional State Spaces Using Polynomial Manifold Constructions.

Rudy Geelen, Laura Balzano, Karen Willcox

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

2022

Operator inference for non-intrusive model reduction with nonlinear manifolds.

Rudy Geelen, Stephen Wright, Karen Willcox

CoRR, 2022