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Christophe Audouze

University of Toronto

21

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226

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Sparse approximate solutions to stochastic Galerkin equations

2019 Comptes Rendus Mathematique
- Christophe Audouze
- Prasanth B. Nair
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Sparse low-rank separated representation models for learning from data

2019 Proceedings of The Royal Society A: Mathematical, Physical and Engineering Sciences
- Christophe Audouze
- Prasanth B. Nair
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A PRIORI ERROR ANALYSIS OF STOCHASTIC GALERKIN PROJECTION SCHEMES FOR RANDOMLY PARAMETRIZED ORDINARY DIFFERENTIAL EQUATIONS

2016 International Journal for Uncertainty Quantification
- Christophe Audouze
- Prasanth B. Nair
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A STOPPING CRITERION FOR ITERATIVE SOLUTION OF STOCHASTIC GALERKIN MATRIX EQUATIONS

2016 International Journal for Uncertainty Quantification
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A priori error estimates for finite element approximations of parabolic stochastic partial differential equations with generalized random variables

2015 Stochastics An International Journal of Probability and Stochastic Processes
- Christophe Audouze
- Prasanth B. Nair
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Nonintrusive reduced‐order modeling of parametrized time‐dependent partial differential equations

2013 Numerical Methods for Partial Differential Equations
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Galerkin reduced‐order modeling scheme for time‐dependent randomly parametrized linear partial differential equations

2012 International Journal for Numerical Methods in Engineering
- Christophe Audouze
- Prasanth B. Nair
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Preconditioned gradient flows for nonlinear eigenvalue problems and application to the Hartree‐Fock functional

2009 Numerical Methods for Partial Differential Equations
- François Alouges
- Christophe Audouze
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Reduced‐order modeling of parameterized PDEs using time–space‐parameter principal component analysis

2009 International Journal for Numerical Methods in Engineering
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Computation of phonon spectra from density-functional perturbation theory in the projector augmented-wave approach

2009 Bulletin of the American Physical Society
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