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Rudy Geelen
Publication Activity (10 Years)
Years Active: 2022-2023
Publications (10 Years): 5
Top Topics
Low Dimensional
Bayesian Model
Latent Variable Models
State Space
Top Venues
CoRR
CDC
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Publications
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Rudy Geelen
,
Laura Balzano
,
Stephen Wright
,
Karen Willcox
Learning physics-based reduced-order models from data using nonlinear manifolds.
CoRR
(2023)
Rudy Geelen
,
Laura Balzano
,
Karen Willcox
Learning Latent Representations in High-Dimensional State Spaces Using Polynomial Manifold Constructions.
CDC
(2023)
Rudy Geelen
,
Laura Balzano
,
Karen Willcox
Learning latent representations in high-dimensional state spaces using polynomial manifold constructions.
CoRR
(2023)
Harsh Sharma
,
Hongliang Mu
,
Patrick Buchfink
,
Rudy Geelen
,
Silke Glas
,
Boris Kramer
Symplectic model reduction of Hamiltonian systems using data-driven quadratic manifolds.
CoRR
(2023)
Rudy Geelen
,
Stephen Wright
,
Karen Willcox
Operator inference for non-intrusive model reduction with nonlinear manifolds.
CoRR
(2022)