Stochastic collocation methods on unstructured grids: applications to Uncertainty Quantification
主 题: Stochastic collocation methods on unstructured grids: applications to Uncertainty Quantification
报告人: 周涛 博士 (中科院计算数学研究所)
时 间: 2015-01-13 10:30-11:30
地 点: 理科一号楼1493室(主持人:李铁军)
In this talk, we consider the multivariate stochastic collocation methods on unstructured grids. The motivation for such a study is the applications
in parametric Uncertainty Quantification. We first give a general framework of stochastic collocation methods, which include approaches
such as compressed sensing, least-squares, and interpolation. Particular attention will be then given to the least-squares approach, and we will
review recent progresses in this topic.