Huiyan Sang

Gaussian Predictive Process Models for Large Spatial Data Sets

Sudipto Banerjee, Alan E. Gelfand, Andrew O. Finley et al. · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2008 · 997 citations · Full text

Prediction of porosity in metal-based additive manufacturing using spatial Gaussian process models

Alaa Elwany, Huiyan Sang · Additive manufacturing · 2016 · 244 citations

Materials Science, Metal-based Additive Manufacturing, Engineering +10

Improving the performance of predictive process modeling for large datasets

Andrew O. Finley, Huiyan Sang, Sudipto Banerjee et al. · Computational Statistics & Data Analysis · 2008 · 232 citations · Full text

Engineering, Machine Learning, Data Science +15

A Full Scale Approximation of Covariance Functions for Large Spatial Data Sets

Huiyan Sang, Jianhua Z. Huang · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2011 · 226 citations

Engineering, Localization, Data Science +16

Hierarchical modeling for extreme values observed over space and time

Huiyan Sang, Alan E. Gelfand · Environmental and Ecological Statistics · 2008 · 202 citations

Engineering, Computational Model, Spatio-temporal Model +8