A simple emulator that enables interpretation of parameter-output relationships, applied to two climate model PPEs

Qingyuan Yang, Gregory S Elsaesser, Marcus Van Lier-Walqui +1

We present a new additive method, nicknamed sage for Simplified Additive Gaussian processes Emulator, to emulate climate model Perturbed Parameter Ensembles (PPEs). It estimates th…