Computational Aspects of Stochastic Collocation with Multifidelity Models

A Stochastic Collocation Algorithm with Multifidelity Models

(2014) Akil Narayan et al.   SIAM JOURNAL ON SCIENTIFIC COMPUTING

New development in freefem++

(2013) F. Hecht   Journal of Numerical Mathematics

Bayesian Analysis of Hierarchical Multifidelity Codes

(2013) Loic Le Gratiet   SIAM-ASA Journal on Uncertainty Quantification

Stochastic Collocation Methods on Unstructured Grids in High Dimensions via Interpolation

(2012) Akil Narayan et al.   SIAM JOURNAL ON SCIENTIFIC COMPUTING

A non-adapted sparse approximation of PDEs with stochastic inputs

(2011) Alireza Doostan et al.   JOURNAL OF COMPUTATIONAL PHYSICS

An adaptive hierarchical sparse grid collocation algorithm for the solution of stochastic differential equations

(2009) Xiang Ma et al.   JOURNAL OF COMPUTATIONAL PHYSICS

A domain adaptive stochastic collocation approach for analysis of MEMS under uncertainties

(2009) Nitin Agarwal et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Sparse high order FEM for elliptic sPDEs

(2008) Marcel Bieri et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

The multi-element probabilistic collocation method (ME-PCM): Error analysis and applications

(2008) Jasmine Foo et al.   JOURNAL OF COMPUTATIONAL PHYSICS

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

(2008) F. Nobile et al.   SIAM JOURNAL ON NUMERICAL ANALYSIS

Bayesian Hierarchical Modeling for Integrating Low-Accuracy and High-Accuracy Experiments

(2008) Peter Z. G. Qian et al.   TECHNOMETRICS