Fabien Casenave

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 18

Top Topics

Convolutional Neural Networks

Gaussian Process

Partial Differential Equations

Top Venues

J. Comput. Phys.

Adv. Model. Simul. Eng. Sci.

Publications

Abbas Kabalan, Fabien Casenave, Felipe Bordeu, Virginie Ehrlacher, Alexandre Ern
An elasticity-based mesh morphing technique with application to reduced-order modeling. CoRR (2024)
Fabien Casenave, Brian Staber, Xavier Roynard
MMGP: a Mesh Morphing Gaussian Process-based machine learning method for regression of physical problems under non-parameterized geometrical variability. CoRR (2023)
Felipe Bordeu, Fabien Casenave, Julien Cortial
BasicTools: a numerical simulation toolbox. J. Open Source Softw. 8 (86) (2023)
Hamza Boukraichi, Nissrine Akkari, Fabien Casenave, David Ryckelynck
A priori compression of convolutional neural networks for wave simulators. Eng. Appl. Artif. Intell. 126 (2023)
Hamza Boukraichi, Nissrine Akkari, Fabien Casenave, David Ryckelynck
A priori compression of convolutional neural networks for wave simulators. CoRR (2023)
Fabien Casenave, Brian Staber, Xavier Roynard
MMGP: a Mesh Morphing Gaussian Process-based machine learning method for regression of physical problems under nonparametrized geometrical variability. NeurIPS (2023)
Nissrine Akkari, Fabien Casenave, David Ryckelynck, Christian Rey
An updated Gappy-POD to capture non-parameterized geometrical variation in fluid dynamics problems. Adv. Model. Simul. Eng. Sci. 9 (1) (2022)
Thomas Daniel, Fabien Casenave, Nissrine Akkari, Ali Ketata, David Ryckelynck
Physics-informed cluster analysis and a priori efficiency criterion for the construction of local reduced-order bases. J. Comput. Phys. 458 (2022)
Thomas Daniel, Fabien Casenave, Nissrine Akkari, David Ryckelynck
Data augmentation and feature selection for automatic model recommendation in computational physics. CoRR (2021)
Thomas Daniel, Fabien Casenave, Nissrine Akkari, David Ryckelynck, Christian Rey
Uncertainty quantification for industrial design using dictionaries of reduced order models. CoRR (2021)
Thomas Daniel, Ali Ketata, Fabien Casenave, David Ryckelynck
Physics-informed cluster analysis and a priori efficiency criterion for the construction of local reduced-order bases. CoRR (2021)
Hamza Boukraichi, Nissrine Akkari, Fabien Casenave, David Ryckelynck
Uncertainty quantification in a mechanical submodel driven by a Wasserstein-GAN. CoRR (2021)
Thomas Daniel, Fabien Casenave, Nissrine Akkari, David Ryckelynck
Optimal piecewise linear data compression for solutions of parametrized partial differential equations. CoRR (2021)
Thomas Daniel, Fabien Casenave, Nissrine Akkari, David Ryckelynck
Model order reduction assisted by deep neural networks (ROM-net). Adv. Model. Simul. Eng. Sci. 7 (1) (2020)
Nissrine Akkari, Fabien Casenave, Marc-Eric Perrin, David Ryckelynck
Deep Convolutional Generative Adversarial Networks Applied to 2D Incompressible and Unsteady Fluid Flows. SAI (2) (2020)
Fabien Casenave, Nissrine Akkari, David Ryckelynck
Reduced Order Modeling Assisted by Convolutional Neural Network for Thermal Problems with Nonparametrized Geometrical Variability. SAI (2) (2020)
Fabien Casenave, Asven Gariah, Christian Rey, Frederic Feyel
A nonintrusive reduced order model for nonlinear transient thermal problems with nonparametrized variability. Adv. Model. Simul. Eng. Sci. 7 (1) (2020)
Fabien Casenave, Alexandre Ern, Tony Lelièvre
Variants of the Empirical Interpolation Method: Symmetric formulation, choice of norms and rectangular extension. Appl. Math. Lett. 56 (2016)
Fabien Casenave, Alexandre Ern, Tony Lelièvre
A nonintrusive reduced basis method applied to aeroacoustic simulations. Adv. Comput. Math. 41 (5) (2015)
Nolwenn Balin, Fabien Casenave, François Dubois, Eric Duceau, Stefan Duprey, Isabelle Terrasse
Boundary element and finite element coupling for aeroacoustics simulations. J. Comput. Phys. 294 (2015)
Fabien Casenave, Alexandre Ern, Guillaume Sylvand
Coupled BEM-FEM for the convected Helmholtz equation with non-uniform flow in a bounded domain. J. Comput. Phys. 257 (2014)
Fabien Casenave
An Empirical Interpolation based Fast Summation Method for translation invariant kernels. CoRR (2014)