FaIRGP: A Bayesian Energy Balance Model for Surface Temperatures Emulation
FaIRGP: A Bayesian Energy Balance Model for Surface Temperatures Emulation
Emulators, or reduced complexity climate models, are surrogate Earth system models that produce projections of key climate quantities with minimal computational resources. Using time-series modelling or more advanced machine learning techniques, data-driven emulators have emerged as a promising avenue of research, producing spatially resolved climate responses that are visually indistinguishable …