Open access
Aug 2026
New classes of climate model emulators to improve paleoclimate reconstructions
A hierarchy of CMIP-class climate model emulators, for annual surface air temperature field emulation, that integrate autoencoder-based dimensionality reduction with nonlinear prediction architectures, including Reservoir Computing and Recurrent Neural Networks are developed and evaluated.
Auguste Gaudin, M. Khodri
· Geoscientific Model Developm... · 0 citations