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Non-parametric generation of multivariate cross-correlated random fields directly from sparse measurements using Bayesian compressive sensing and Markov chain Monte Carlo simulation Journal article
Li, Peiping, Wang, Yu, Guan, Zheng. Non-parametric generation of multivariate cross-correlated random fields directly from sparse measurements using Bayesian compressive sensing and Markov chain Monte Carlo simulation[J]. Stochastic Environmental Research and Risk Assessment, 2023, 37(12), 4607-4628.
Authors:  Li, Peiping;  Wang, Yu;  Guan, Zheng
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:3.9/3.6 | Submit date：2024/01/02
Bayesian Compressive Sensing  Cross-correlated Random Field Samples  Non-parametric Method  Reliability Analysis  Sparse Measurements  
Data-driven simulation of two-dimensional cross-correlated random fields from limited measurements using joint sparse representation Journal article
Guan,Zheng, Wang,Yu. Data-driven simulation of two-dimensional cross-correlated random fields from limited measurements using joint sparse representation[J]. Reliability Engineering and System Safety, 2023, 238, 109408.
Authors:  Guan,Zheng;  Wang,Yu
Favorite | TC[WOS]:7 TC[Scopus]:8  IF:9.4/8.1 | Submit date：2023/08/03
Compressive Sampling  Cross-correlation  Joint Representation  Random Fields  Sparse Measurements