A Kernel-Based Approach for Modelling Gaussian Processes with Functional Information

no code implementations • 26 Jan 2022 • John Nicholson, Peter Kiessler, D. Andrew Brown

For example, boundary value problems contain information on the boundary of a domain, which is an uncountable collection of points that cannot be incorporated into typical Gaussian process techniques.

Gaussian Processes Uncertainty Quantification