Sparse pseudospectral approximation method

The Wiener--Askey Polynomial Chaos for Stochastic Differential Equations

Dongbin Xiu, George Em Karniadakis · SIAM Journal on Scientific Computing · 2002 · 4.7K citations

Natural Sciences, Computational Engineering, Mathematics +16

High-Order Collocation Methods for Differential Equations with Random Inputs

Dongbin Xiu, Jan S. Hesthaven · SIAM Journal on Scientific Computing · 2005 · 1.5K citations · Full text

Computing, Computational Engineering, Finite Element Analysis +15

A Stochastic Collocation Method for Elliptic Partial Differential Equations with Random Input Data

Ivo Babuška, Fabio Nobile, Raúl Tempone · SIAM Journal on Numerical Analysis · 2007 · 1.4K citations · Full text

Computing, Computational Engineering, Probability Theory +16

An overview of the Trilinos project

Michael A. Heroux, Roscoe Bartlett, Vicki E. Howle et al. · ACM Transactions on Mathematical Software · 2005 · 1.1K citations

Computing, Computer Science, Computational Physics +15

Sparse grids

Hans‐Joachim Bungartz, Michael Griebel · Acta Numerica · 2004 · 1K citations

Computing, Computational Engineering, Computational Fluid Dynamics +14