Environmental Modeling Framework using Stacked Gaussian Processes

Kareem Abdelfatah, Junshu Bao, Gabriel Terejanu

A network of independently trained Gaussian processes (StackedGP) is introduced to obtain predictions of quantities of interest with quantified uncertainties. The main applications…