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Young Researcher Workshop on Uncertainty Quantification and Machine Learning

A Domain Decomposition Approach for Uncertainty Analysis

Speaker

Qifeng Liao , ShanghaiTech University

Time

06 Jun, 16:00 - 16:30

Abstract

We propose a decomposition approach for uncertainty analysis of systems governed by partial differential equations (PDEs). The system is split into local components using domain decomposition. Our domain-decomposed uncertainty quantification (DDUQ) approach performs uncertainty analysis independently on each local component in an offline" phase, and then assembles global uncertainty analysis results using pre-computed local information in anonlineā€ phase.