报告时间:2021年05月14日(星期五)13:30—14:30
报告地点:数学楼三楼会议室
报告人:廖奇峰(上海科技大学)
报告摘要:The domain decomposition uncertainty quantification method (DDUQ) provides a decomposed strategy to conduct uncertainty analysis for complex engineering systems governed by PDEs. In DDUQ, uncertainty analysis on each local component is independently conducted in an ``offline phase, and global uncertainty analysis results are assembled using precomputed local information in an ``online phase through importance sampling. The performance of DDUQ relies on the coupling surrogates and probability density estimation during the importance sampling procedure. Since coupling surrogates can give high-dimensional interface parameters, we in this work develop flow based interface coupling strategy, which dramatically improve the efficiency of DDUQ.
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邀请人:陈景润