MATLAB tutorial on regression using GP, or Kriging
It's always working ? On interpolation and extrapolation ? By the way, GP is an interpolating or regressing method ? Play with the code.
Good book on Kriging: Engineering Design via Surrogate Modelling
Good book on GP: Gaussian Processes for Machine Learning
Small recipes on Surrogate modeling and Bayesian optimization 3/10/19 at TU DELFT
Try our SMT Python package for creating Surrogate models
https://smt.readthedocs.io/en/latest/_src_docs/surrogate_models.html
Try our SMT Python package for doing Efficient Global Optimization
https://smt.readthedocs.io/en/latest/_src_docs/applications/ego.html
nice application http://webfoil.engin.umich.edu/about
Inspired from Menke's book: Another MATLAB tutorial on Reduced Order Modeling using SVD/POD approach.
Sparse and Distributed Gaussian process for Flight test and Structural dynamics 12/06/17 at 3AF BIG DATA