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A Proper Generalized Decomposition for the solution of elliptic problems in abstract form by using a functional Eckart–Young approach

Journal of mathematical analysis and applications, 2011-04, Vol.376 (2), p.469-480

2011

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eXtended Stochastic Finite Element Method for the numerical simulation of heterogeneous materials with random material interfaces

International journal for numerical methods in engineering, 2010-09, Vol.83 (10), p.1312-1344

2010

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A multiscale method with patch for the solution of stochastic partial differential equations with localized uncertainties

Computer methods in applied mechanics and engineering, 2013-03, Vol.255, p.255-274

2013

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Random field representations for stochastic elliptic boundary value problems and statistical inverse problems

European journal of applied mathematics, 2014-06, Vol.25 (3), p.339-373

2014

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An extended stochastic finite element method for solving stochastic partial differential equations on random domains

Computer methods in applied mechanics and engineering, 2008-10, Vol.197 (51), p.4663-4682

2008

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Model Reduction Based on Proper Generalized Decomposition for the Stochastic Steady Incompressible Navier--Stokes Equations

SIAM journal on scientific computing, 2014-01, Vol.36 (3), p.A1089-A1117

2014

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Assessment of ROC curves for inspection of random fields

Structural safety, 2009-09, Vol.31 (5), p.409-419

2009

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A tensor approximation method based on ideal minimal residual formulations for the solution of high-dimensional problems

ESAIM. Mathematical modelling and numerical analysis, 2014-11, Vol.48 (6), p.1777-1806

2014

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Fictitious domain method and separated representations for the solution of boundary value problems on uncertain parameterized domains

Computer methods in applied mechanics and engineering, 2011-01, Vol.200 (45), p.3066-3082

2011

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Identification of random shapes from images through polynomial chaos expansion of random level set functions

International journal for numerical methods in engineering, 2009-07, Vol.79 (2), p.127-155

2009

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Tensor-based methods for numerical homogenization from high-resolution images

Computer methods in applied mechanics and engineering, 2013-02, Vol.254, p.154-169

2013

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Low-Rank Approximate Inverse for Preconditioning Tensor-Structured Linear Systems

SIAM journal on scientific computing, 2014-01, Vol.36 (4), p.A1850-A1870

2014

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A multiscale computational approach for contact problems

Computer methods in applied mechanics and engineering, 2002-09, Vol.191 (43), p.4869-4891

2002

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A Least-Squares Method for Sparse Low Rank Approximation of Multivariate Functions

SIAM/ASA journal on uncertainty quantification, 2015-01, Vol.3 (1), p.897-921

2015

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On a multiscale computational strategy with time and space homogenization for structural mechanics

Computer methods in applied mechanics and engineering, 2003-07, Vol.192 (28), p.3061-3087

2003

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Active Learning of Tree Tensor Networks using Optimal Least Squares

SIAM/ASA journal on uncertainty quantification, 2023-01, Vol.11 (3), p.848-876

2023

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Calcul en fiabilité d’un quai sur pieux à partir de données d’instrumentation

Revue française de géotechnique, 2010 (133), p.51-57

2010

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Foreword to the Proceedings of the CEMRACS 2013

ESAIM. Proceedings and surveys, 2015-01, Vol.48, p.I-II

2015

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Analysis and simulation of rare events for SPDEs

ESAIM. Proceedings and surveys, 2015-01, Vol.48, p.364-384

2015

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Emulators for stochastic simulation codes

ESAIM. Proceedings and surveys, 2015-01, Vol.48, p.116-155

2015

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Numerical methods in the context of compartmental models in epidemiology

ESAIM. Proceedings and surveys, 2015-01, Vol.48, p.169-189

2015

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Introduction to vector quantization and its applications for numerics

ESAIM. Proceedings and surveys, 2015-01, Vol.48, p.29-79

2015

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Tensor numerical methods for multidimensional PDES: theoretical analysis and initial applications

ESAIM. Proceedings and surveys, 2015-01, Vol.48, p.1-28

2015

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Numerical simulations of the inviscid burgers equation with periodic boundary conditions and stochastic forcing

ESAIM. Proceedings and surveys, 2015-01, Vol.48, p.308-320

2015

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Monte Carlo methods for linear and non-linear Poisson-Boltzmann equation

ESAIM. Proceedings and surveys, 2015-01, Vol.48, p.420-446

2015

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A Proper Generalized Decomposition for the solution of elliptic problems in abstract form by using a functional Eckart–Young approach

eXtended Stochastic Finite Element Method for the numerical simulation of heterogeneous materials with random material interfaces

A multiscale method with patch for the solution of stochastic partial differential equations with localized uncertainties

Random field representations for stochastic elliptic boundary value problems and statistical inverse problems

An extended stochastic finite element method for solving stochastic partial differential equations on random domains

Model Reduction Based on Proper Generalized Decomposition for the Stochastic Steady Incompressible Navier--Stokes Equations

Assessment of ROC curves for inspection of random fields

A tensor approximation method based on ideal minimal residual formulations for the solution of high-dimensional problems

Fictitious domain method and separated representations for the solution of boundary value problems on uncertain parameterized domains

Identification of random shapes from images through polynomial chaos expansion of random level set functions

Tensor-based methods for numerical homogenization from high-resolution images

Low-Rank Approximate Inverse for Preconditioning Tensor-Structured Linear Systems

A multiscale computational approach for contact problems

A Least-Squares Method for Sparse Low Rank Approximation of Multivariate Functions

On a multiscale computational strategy with time and space homogenization for structural mechanics

Active Learning of Tree Tensor Networks using Optimal Least Squares

Calcul en fiabilité d’un quai sur pieux à partir de données d’instrumentation

Foreword to the Proceedings of the CEMRACS 2013

Analysis and simulation of rare events for SPDEs

Emulators for stochastic simulation codes

Numerical methods in the context of compartmental models in epidemiology

Introduction to vector quantization and its applications for numerics

Tensor numerical methods for multidimensional PDES: theoretical analysis and initial applications

Numerical simulations of the inviscid burgers equation with periodic boundary conditions and stochastic forcing

Monte Carlo methods for linear and non-linear Poisson-Boltzmann equation

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