Robust Distributed Learning of Functional Data From Simulators through Data Sketching

R. Jacob Andros, Rajarshi Guhaniyogi, Devin Francom +1

In environmental studies, realistic simulations are essential for understanding complex systems. Statistical emulation with Gaussian processes (GPs) in functional data models have…