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stat.ME2026
A Bayesian Weakest-Link Framework for Joint Estimation of Material Strength and Stress Profile
Shiyu He, Samuel W. K. Wong
For structural components whose failure is governed by the weakest-link theory, existing reliability models typically either assume that the underlying mechanical model is known or…
stat.ME2024
Spatio-temporal data fusion for the analysis of in situ and remote sensing data using the INLA-SPDE approach
Shiyu He, Samuel W. K. Wong
We propose a Bayesian hierarchical model to address the challenge of spatial misalignment in spatio-temporal data obtained from in situ and satellite sources. The model is fit usin…