Sliced gradient-enhanced Kriging for high-dimensional function approximation

Kai Cheng, Ralf Zimmermann

Gradient-enhanced Kriging (GE-Kriging) is a well-established surrogate modelling technique for approximating expensive computational models. However, it tends to get impractical fo…