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08/29/2023
Compositional maps for registration in complex geometries
We develop and analyze a parametric registration procedure for manifolds...
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08/03/2023
Registration-based model reduction of parameterized PDEs with spatio-parameter adaptivity
We propose an automated nonlinear model reduction and mesh adaptation fr...
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12/30/2022
A projection-based reduced-order model for parametric quasi-static nonlinear mechanics using an open-source industrial code
We propose a projection-based model order reduction procedure for a gene...
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11/18/2022
An optimization-based registration approach to geometry reduction
We develop and assess an optimization-based approach to parametric geome...
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07/12/2022
A one-shot overlapping Schwarz method for component-based model reduction: application to nonlinear elasticity
We propose a component-based (CB) parametric model order reduction (pMOR...
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02/20/2022
Localized model reduction for nonlinear elliptic partial differential equations: localized training, partition of unity, and adaptive enrichment
We propose a component-based (CB) parametric model order reduction (pMOR...
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09/17/2021
Mapping of coherent structures in parameterized flows by learning optimal transportation with Gaussian models
We present a general (i.e., independent of the underlying model) interpo...
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09/13/2021
A projection-based model reduction method for nonlinear mechanics with internal variables: application to thermo-hydro-mechanical systems
We propose a projection-based monolithic model order reduction (MOR) pro...
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05/05/2021
Registration-based model reduction of parameterized two-dimensional conservation laws
We propose a nonlinear registration-based model reduction procedure for ...
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01/25/2021
Registration-based model reduction in complex two-dimensional geometries
We present a general – i.e., independent of the underlying equation – re...
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10/26/2020
A discretize-then-map approach for the treatment of parameterized geometries in model order reduction
We propose a new general approach for the treatment of parameterized geo...
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04/14/2020
Space-time registration-based model reduction of parameterized one-dimensional hyperbolic PDEs
We propose a model reduction procedure for rapid and reliable solution o...
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06/26/2019