Autocalibration of the E3SM version 2 atmosphere model using a PCA-based surrogate for spatial fields

Drew Yarger, Benjamin Wagman, Lyndsay Shand +1

Global Climate Model (GCM) tuning (calibration) is a tedious and time-consuming process, with high-dimensional input and output fields. Experts typically tune by iteratively runnin…