Alireza Doostan
Title
Cited by
Cited by
Year
A non-adapted sparse approximation of PDEs with stochastic inputs
A Doostan, H Owhadi
Journal of Computational Physics 230 (8), 3015-3034, 2011
4152011
Stochastic model reduction for chaos representations
A Doostan, RG Ghanem, J Red-Horse
Computer Methods in Applied Mechanics and Engineering 196 (37-40), 3951-3966, 2007
2232007
On the construction and analysis of stochastic models: characterization and propagation of the errors associated with limited data
RG Ghanem, A Doostan
Journal of Computational Physics 217 (1), 63-81, 2006
2082006
A weighted ℓ1-minimization approach for sparse polynomial chaos expansions
J Peng, J Hampton, A Doostan
Journal of Computational Physics 267, 92-111, 2014
1772014
Compressive sampling of polynomial chaos expansions: Convergence analysis and sampling strategies
J Hampton, A Doostan
Journal of Computational Physics 280, 363-386, 2015
1632015
A least-squares approximation of partial differential equations with high-dimensional random inputs
A Doostan, G Iaccarino
Journal of Computational Physics 228 (12), 4332-4345, 2009
1552009
Nonlinear propagation of orbit uncertainty using non-intrusive polynomial chaos
BA Jones, A Doostan, GH Born
Journal of Guidance, Control, and Dynamics 36 (2), 430-444, 2013
1492013
Coherence motivated sampling and convergence analysis of least squares polynomial Chaos regression
J Hampton, A Doostan
Computer Methods in Applied Mechanics and Engineering 290, 73-97, 2015
1052015
Non-intrusive low-rank separated approximation of high-dimensional stochastic models
A Doostan, AA Validi, G Iaccarino
Computer Methods in Applied Mechanics and Engineering 263, 42-55, 2013
982013
A probabilistic construction of model validation
RG Ghanem, A Doostan, J Red-Horse
Computer Methods in Applied Mechanics and Engineering 197 (29-32), 2585-2595, 2008
962008
Padé–Legendre approximants for uncertainty analysis with discontinuous response surfaces
T Chantrasmi, A Doostan, G Iaccarino
Journal of Computational Physics 228 (19), 7159-7180, 2009
932009
Optimum seismic design of concentrically braced steel frames: concepts and design procedures
H Moghaddam, I Hajirasouliha, A Doostan
Journal of Constructional Steel Research 61 (2), 151-166, 2005
842005
A simple and efficient preconditioning scheme for heaviside enriched XFEM
C Lang, D Makhija, A Doostan, K Maute
Computational Mechanics 54 (5), 1357-1374, 2014
832014
Least squares polynomial chaos expansion: A review of sampling strategies
M Hadigol, A Doostan
Computer Methods in Applied Mechanics and Engineering 332, 382-407, 2018
772018
On polynomial chaos expansion via gradient-enhanced ℓ1-minimization
J Peng, J Hampton, A Doostan
Journal of Computational Physics 310, 440-458, 2016
732016
Satellite collision probability estimation using polynomial chaos expansions
BA Jones, A Doostan
Advances in Space Research 52 (11), 1860-1875, 2013
682013
Efficient solution of stochastic systems: application to the embankment dam problem
R Ghanem, G Saad, A Doostan
Structural safety 29 (3), 238-251, 2007
642007
Stochastic identification of composite material properties from limited experimental databases, Part II: Uncertainty modelling
L Mehrez, A Doostan, D Moens, D Vandepitte
Mechanical Systems and Signal Processing 27, 484-498, 2012
582012
Sparse polynomial chaos expansions via compressed sensing and D-optimal design
P Diaz, A Doostan, J Hampton
Computer Methods in Applied Mechanics and Engineering 336, 640-666, 2018
512018
Postmaneuver collision probability estimation using sparse polynomial chaos expansions
BA Jones, N Parrish, A Doostan
Journal of Guidance, Control, and Dynamics 38 (8), 1425-1437, 2015
462015
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Articles 1–20