3 papers
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.ME2026
Fully Bayesian Sequential Design for Heteroscedastic Stochastic Simulations
Yuying Huang, Samuel W. K. Wong
We present a fully Bayesian sequential strategy for predicting the mean response surface of heteroscedastic stochastic simulation models. Leveraging dual Gaussian processes as the…
stat.AP2025
Understanding the Impact of Seasonal Climate Change on Canada's Economy by Region and by Sector
Shiyu He, Trang Bui, Yuying Huang +4
To assess the impact of climate change on the Canadian economy, we investigate the relationship between seasonal climate variables and economic growth across provinces and economic…