Bayesian Emulation of Multi-fidelity Earth System Modelling Using Hierarchical Gaussian Processes

Xiaoyu Xiong, Louise Kimpton, Huiyi Yang +3

Multi-fidelity Earth system models provide simulations at different levels of complexity and computational cost, but exhaustive exploration of the parameter space at the highest fi…