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ORCIDFabien Casenave
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2020 – today
- 2024
[b1]David Ryckelynck
, Fabien Casenave, Nissrine Akkari:
Manifold Learning - Model Reduction in Engineering. Springer Briefs in Computer Science, Springer 2024, ISBN 978-3-031-52766-1, pp. 1-107- [i9]Abbas Kabalan, Fabien Casenave, Felipe Bordeu, Virginie Ehrlacher, Alexandre Ern:
An elasticity-based mesh morphing technique with application to reduced-order modeling. CoRR abs/2407.02433 (2024) - 2023
- [j10]Hamza Boukraichi, Nissrine Akkari, Fabien Casenave, David Ryckelynck:
A priori compression of convolutional neural networks for wave simulators. Eng. Appl. Artif. Intell. 126: 106973 (2023) - [j9]Felipe Bordeu, Fabien Casenave, Julien Cortial:
BasicTools: a numerical simulation toolbox. J. Open Source Softw. 8(86): 5142 (2023) - [c3]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 - [i8]Hamza Boukraichi, Nissrine Akkari, Fabien Casenave, David Ryckelynck:
A priori compression of convolutional neural networks for wave simulators. CoRR abs/2304.04964 (2023) - [i7]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 abs/2305.12871 (2023) - 2022
- [j8]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): 3 (2022) - [j7]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: 111120 (2022) - 2021
- [i6]Thomas Daniel, Fabien Casenave, Nissrine Akkari, David Ryckelynck:
Data augmentation and feature selection for automatic model recommendation in computational physics. CoRR abs/2101.04530 (2021) - [i5]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 abs/2103.13683 (2021) - [i4]Thomas Daniel, Fabien Casenave, Nissrine Akkari, David Ryckelynck, Christian Rey:
Uncertainty quantification for industrial design using dictionaries of reduced order models. CoRR abs/2108.04012 (2021) - [i3]Thomas Daniel, Fabien Casenave, Nissrine Akkari, David Ryckelynck:
Optimal piecewise linear data compression for solutions of parametrized partial differential equations. CoRR abs/2108.12291 (2021) - [i2]Hamza Boukraichi, Nissrine Akkari, Fabien Casenave, David Ryckelynck:
Uncertainty quantification in a mechanical submodel driven by a Wasserstein-GAN. CoRR abs/2110.13680 (2021) - 2020
- [j6]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): 16 (2020) - [j5]Fabien Casenave, Asven Gariah, Christian Rey, Frédéric Feyel:
A nonintrusive reduced order model for nonlinear transient thermal problems with nonparametrized variability. Adv. Model. Simul. Eng. Sci. 7(1): 22 (2020) - [c2]Fabien Casenave, Nissrine Akkari, David Ryckelynck:
Reduced Order Modeling Assisted by Convolutional Neural Network for Thermal Problems with Nonparametrized Geometrical Variability. SAI (2) 2020: 245-263 - [c1]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: 264-276
2010 – 2019
- 2016
- [j4]Fabien Casenave, Alexandre Ern, Tony Lelièvre:
Variants of the Empirical Interpolation Method: Symmetric formulation, choice of norms and rectangular extension. Appl. Math. Lett. 56: 23-28 (2016) - 2015
- [j3]Fabien Casenave, Alexandre Ern, Tony Lelièvre:
A nonintrusive reduced basis method applied to aeroacoustic simulations. Adv. Comput. Math. 41(5): 961-986 (2015) - [j2]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: 274-296 (2015) - 2014
- [j1]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: 627-644 (2014) - [i1]Fabien Casenave:
An Empirical Interpolation based Fast Summation Method for translation invariant kernels. CoRR abs/1408.0210 (2014)
Coauthor Index
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