Fast Emulation, Modular Calibration, and Active Learning for Simulators with Functional Response

Grant Hutchings, Derek Bingham, Kellin Rumsey +1

Scalable surrogate models enable efficient emulation of computer models (or simulators), particularly when dealing with large ensembles of runs. While Gaussian process (GP) models…