Discrepancy Modeling with Intermediate Variables: A New Framework for Robust Gaussian Process Calibration

Henry Shaowu Yuchi, Michael Grosskopf, Aman Sharma +4

Gaussian processes are widely used for surrogate modeling in computer experiments, which often produce numerous intermediate variables that are not explicitly used in standard cali…