# Alireza Doostan

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^{1}, Alireza Doostan## Timeline

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## Bibliography

2017

Time-dependent global sensitivity analysis with active subspaces for a lithium ion battery model.

Statistical Analysis and Data Mining, 2017

Optimization via separated representations and the canonical tensor decomposition.

J. Comput. Physics, 2017

A low-rank control variate for multilevel Monte Carlo simulation of high-dimensional uncertain systems.

J. Comput. Physics, 2017

2016

Randomized Alternating Least Squares for Canonical Tensor Decompositions: Application to A PDE With Random Data.

SIAM J. Scientific Computing, 2016

A well-posed and stable stochastic Galerkin formulation of the incompressible Navier-Stokes equations with random data.

J. Comput. Physics, 2016

On polynomial chaos expansion via gradient-enhanced ℓ

_{1}-minimization.
J. Comput. Physics, 2016

2015

Compressive sampling of polynomial chaos expansions: Convergence analysis and sampling strategies.

J. Comput. Physics, 2015

2014

Smoothed aggregation algebraic multigrid for stochastic PDE problems with layered materials.

Numerical Lin. Alg. with Applic., 2014

A weighted l

_{1}-minimization approach for sparse polynomial chaos expansions.
J. Comput. Physics, 2014

2011

A non-adapted sparse approximation of PDEs with stochastic inputs.

J. Comput. Physics, 2011

2010

A simplified model for seismic response prediction of concentrically braced frames.

Advances in Engineering Software, 2010

2009

A least-squares approximation of partial differential equations with high-dimensional random inputs.

J. Comput. Physics, 2009

Padé-Legendre approximants for uncertainty analysis with discontinuous response surfaces.

J. Comput. Physics, 2009

2006

On the construction and analysis of stochastic models: Characterization and propagation of the errors associated with limited data.

J. Comput. Physics, 2006