Emulation

Papers

Statistical biophysical parameter retrieval and emulation with Gaussian processes - Camps-Valls et. al. (2020)

A good overview of the field from an applied remote sensing perspective.

A Survey of Constrained Gaussian Process Regression: Approaches and Implementation Challenges - Swiler et al (2020)

-> Paper

Likelihood-Free Inference with Deep GPs - Aushev et. al (2020)

-> Paper

📺 Videos

Some thoughts on Gaussian processes for emulation of deterministic computer models: Michael Stein - Michael Stein (08-2019)