Scalable Gaussian process modeling of parametrized spatio-temporal fields

Srinath Dama, Prasanth B. Nair

We introduce a scalable Gaussian process (GP) framework with deep product kernels for data-driven learning of parametrized spatio-temporal fields over fixed or parameter-dependent…