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Accurate and online-efficient evaluation of the a posteriori error bound in the reduced basis method

Fabien Casenave , Alexandre Ern , Tony Lelièvre
ESAIM: Mathematical Modelling and Numerical Analysis, 2014, 48 (1), pp.207-229. ⟨10.1051/m2an/2013097⟩
Article dans une revue hal-00761735v1

Data-Targeted Prior Distribution for Variational AutoEncoder

Nissrine Akkari , Fabien Casenave , Thomas Daniel , David Ryckelynck
Fluids, 2021, 6 (10), pp.343. ⟨10.3390/fluids6100343⟩
Article dans une revue hal-03359211v1

Deep Convolutional Generative Adversarial Networks Applied to 2D Incompressible and Unsteady Fluid Flows

Nissrine Akkari , Fabien Casenave , Marc-Eric Perrin , David Ryckelynck
Computing Conference 2020, Jul 2020, Virtual, United States. pp.264-276, ⟨10.1007/978-3-030-52246-9_18⟩
Communication dans un congrès hal-03171661v1
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Boundary Element and Finite Element Coupling for Aeroacoustics Simulations

Nolwenn Balin , Fabien Casenave , François Dubois , Eric Duceau , Stefan Duprey , et al.
[Research Report] Airbus. 2014
Rapport hal-00944696v2

A nonintrusive reduced basis method applied to aeroacoustic simulations

Fabien Casenave , Alexandre Ern , Tony Lelièvre
Advances in Computational Mathematics, 2014, 41 (5), pp.961 - 986. ⟨10.1007/s10444-014-9365-0⟩
Article dans une revue hal-00934641v1
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3D FEM-BEM coupled resolution for acoustic waves propagation in potential flow

Nolwenn Balin , Guillaume Sylvand , Fabien Casenave
Acoustics 2012, Apr 2012, Nantes, France
Communication dans un congrès hal-00810705v1
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Fast computation of general forward gravitation problems

Fabien Casenave , Laurent Métivier , Gwendoline Pajot-Métivier , Isabelle Panet
Journal of Geodesy, 2016, 90 (7), pp.655-675. ⟨10.1007/s00190-016-0900-2⟩
Article dans une revue hal-02127751v1
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Direct measurement of evapotranspiration from a forest using a superconducting gravimeter

Michel van Camp , Olivier de Viron , Gwendoline Pajot-Métivier , Fabien Casenave , Arnaud Watlet , et al.
Geophysical Research Letters, 2016, ⟨10.1002/2016GL070534⟩
Article dans une revue hal-01443355v1

Coupled BEM-FEM for the convected Helmholtz equation with non-uniform flow in a bounded domain

Fabien Casenave , Alexandre Ern , Guillaume Sylvand
Journal of Computational Physics, 2014, 257 (A), pp.627-644. ⟨10.1016/j.jcp.2013.10.016⟩
Article dans une revue hal-00805477v1
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Time Stable Reduced Order Modeling by an Enhanced Reduced Order Basis of the Turbulent and Incompressible 3D Navier–Stokes Equations

Nissrine Akkari , Fabien Casenave , Vincent Moureau
Mathematical and computational applications, 2019, 24 (2), pp.45. ⟨10.3390/mca24020045⟩
Article dans une revue hal-02129451v1

Nonintrusive approximation of parametrized limits of matrix power algorithms – application to matrix inverses and log-determinants

Fabien Casenave , Nissrine Akkari , Alexandre Charles , Christian Rey
ESAIM: Mathematical Modelling and Numerical Analysis, 2019, 53 (1), pp.219-248. ⟨10.1051/m2an/2018048⟩
Article dans une revue hal-02265547v1
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Reduced order methods applied to aeroacoustic problems solved by integral equations

Fabien Casenave
General Mathematics [math.GM]. Université Paris-Est, 2013. English. ⟨NNT : 2013PEST1076⟩
Thèse pastel-00961528v1

Variants of the Empirical Interpolation Method: Symmetric formulation, choice of norms and rectangular extension

Fabien Casenave , Alexandre Ern , Tony Lelièvre
Applied Mathematics Letters, 2016, 56, pp.23 - 28. ⟨10.1016/j.aml.2015.11.010⟩
Article dans une revue hal-01186039v1
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A novel Gappy reduced order method to capture non-parameterized geometrical variation in fluid dynamics problems

Nissrine Akkari , Fabien Casenave , David Ryckelynck
2019
Pré-publication, Document de travail hal-02344342v2

Uncertainty quantification for industrial numerical simulation using dictionaries of reduced order models

Thomas Daniel , Fabien Casenave , Nissrine Akkari , David Ryckelynck , Christian Rey
Mechanics & Industry, 2022, 23, pp.3. ⟨10.1051/meca/2022001⟩
Article dans une revue hal-03562692v1
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A multiscale problem in thermal science

Fabien Casenave , Mohamed Ghattassi , Rémi Joubaud
ESAIM: Proceedings, 2012, 38, pp.202-219. ⟨10.1051/proc/201238011⟩
Article dans une revue hal-00657838v1

Data Augmentation and Feature Selection for Automatic Model Recommendation in Computational Physics

Thomas Daniel , Fabien Casenave , Nissrine Akkari , David Ryckelynck
Mathematical and computational applications, 2021, 26 (1), pp.17. ⟨10.3390/mca26010017⟩
Article dans une revue hal-03282359v1

Accurate a posteriori error evaluation in the reduced basis method

Fabien Casenave
Comptes rendus de l'Académie des sciences. Série I, Mathématique, 2012, pp.539 - 542. ⟨10.1016/j.crma.2012.05.012⟩
Article dans une revue hal-00761221v1

An updated Gappy-POD to capture non-parameterized geometrical variation in fluid dynamics problems

Nissrine Akkari , Fabien Casenave , David Ryckelynck , Christian Rey
Advanced Modeling and Simulation in Engineering Sciences, 2022, 9 (1), pp.3. ⟨10.1186/s40323-022-00215-x⟩
Article dans une revue hal-03697156v1

A catching-up algorithm for multibody dynamics with impacts and dry friction

Alexandre Charles , Fabien Casenave , Christoph Glocker
Computer Methods in Applied Mechanics and Engineering, 2018, 334, pp.208-237. ⟨10.1016/j.cma.2018.01.054⟩
Article dans une revue hal-02265717v1

A nonintrusive distributed reduced‐order modeling framework for nonlinear structural mechanics—Application to elastoviscoplastic computations

Fabien Casenave , Nissrine Akkari , Felipe Bordeu , Christian Rey , David Ryckelynck
International Journal for Numerical Methods in Engineering, 2019, 121 (1), pp.32-53. ⟨10.1002/nme.6187⟩
Article dans une revue hal-02530085v1

A Bayesian Nonlinear Reduced Order Modeling Using Variational AutoEncoders

Nissrine Akkari , Fabien Casenave , Elie Hachem , David Ryckelynck
Fluids, 2022, 7 (10), pp.334. ⟨10.3390/fluids7100334⟩
Article dans une revue hal-03853606v1

A Fast Summation Method for translation invariant kernels

Fabien Casenave
2014
Pré-publication, Document de travail hal-01054920v1

An Error Indicator-Based Adaptive Reduced Order Model for Nonlinear Structural Mechanics—Application to High-Pressure Turbine Blades

Fabien Casenave , Nissrine Akkari
Mathematical and computational applications, 2019, 24 (2), pp.41. ⟨10.3390/mca24020041⟩
Article dans une revue hal-02265548v1

A nonintrusive method to approximate linear systems with nonlinear parameter dependence

Fabien Casenave , Alexandre Ern , Tony Lelièvre , Guillaume Sylvand
2013
Pré-publication, Document de travail hal-00845822v1

Boundary element and finite element coupling for aeroacoustics simulations

Nolwenn Balin , Fabien Casenave , François Dubois , Eric Duceau , Stefan Duprey , et al.
Journal of Computational Physics, 2015, 294, pp.274-296. ⟨10.1016/j.jcp.2015.03.044⟩
Article dans une revue hal-03181384v1

Model order reduction assisted by deep neural networks (ROM-net)

Thomas Daniel , Fabien Casenave , Nissrine Akkari , David Ryckelynck
Advanced Modeling and Simulation in Engineering Sciences, 2020, 7 (1), ⟨10.1186/s40323-020-00153-6⟩
Article dans une revue hal-02539647v1
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Uncertainty quantification for industrial design using dictionaries of reduced order models

Thomas Daniel , Fabien Casenave , Nissrine Akkari , David Ryckelynck , Christian Rey
Mechanics & Industry, 2022, 23 (3), ⟨10.1051/meca/2022001⟩
Article dans une revue hal-03507112v1
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A nonintrusive reduced order model for nonlinear transient thermal problems with nonparametrized variability

Fabien Casenave , Asven Gariah , Christian Rey , Frederic Feyel
Advanced Modeling and Simulation in Engineering Sciences, 2020, State-of-the-Art Model Order Reduction and Its Applications in 2020, 7 (1), pp.1-19. ⟨10.1186/s40323-020-00156-3⟩
Article dans une revue hal-04456098v1

A priori compression of convolutional neural networks for wave simulators

Hamza Boukraichi , Nissrine Akkari , Fabien Casenave , David Ryckelynck
Engineering Applications of Artificial Intelligence, 2023, 126, pp.106973. ⟨10.1016/j.engappai.2023.106973⟩
Article dans une revue hal-04191834v1