Concepedia

Alireza Doostan

AD

Statistics

Publications

56

Citations

3.5K

H-Index

31

Active since

2004

Affiliations

University of Colorado Boulder(Current)

Stanford University

National Renewable Energy Laboratory

University of Southern California

Sandia National Laboratories

Alireza Doostan is an author at University of Colorado Boulder specializing in engineering, uncertainty quantification, and numerical analysis.

Top concepts

EngineeringNumerical AnalysisUncertainty QuantificationApproximation TheorySystems EngineeringInverse ProblemsStatisticsNumerical SimulationUncertainty ModelingModeling And Simulation

Publications per year

2004–2024

56

Publications

56

A non-adapted sparse approximation of PDEs with stochastic inputs

Alireza Doostan, Houman Owhadi · Journal of Computational Physics · 2011 · 448 citations · Full text

Numerical Analysis, Engineering, Pde-constrained Optimization +3

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

Jerrad Hampton, Alireza Doostan · Journal of Computational Physics · 2014 · 218 citations · Full text

Numerical Analysis, Sampling (Signal Processing), Engineering +8

Stochastic model reduction for chaos representations

Alireza Doostan, Roger Ghanem, John Red-Horse · Computer Methods in Applied Mechanics and Engineering · 2007 · 195 citations

Stochastic Dynamical System, Stochastic Model Reduction, High-dimensional Chaos +1

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

Roger Ghanem, Alireza Doostan · Journal of Computational Physics · 2006 · 191 citations

Stochastic Models, Engineering, Data Science +9

A weighted -minimization approach for sparse polynomial chaos expansions

Ji Peng, Jerrad Hampton, Alireza Doostan · Journal of Computational Physics · 2014 · 186 citations · Full text

Numerical Analysis, Engineering, Perturbation Method +4

1–5 of 56