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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
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TC[WOS]:
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TC[Scopus]:
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IF:
3.9
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3.6
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Submit date：2024/01/02
Bayesian Compressive Sensing
Cross-correlated Random Field Samples
Non-parametric Method
Reliability Analysis
Sparse Measurements
