DIRESA, a distance-preserving nonlinear dimension reduction technique based on regularized autoencoders

Geert De Paepe, Lesley De Cruz

In meteorology, finding similar weather patterns or analogs in historical datasets can be useful for data assimilation, forecasting, and postprocessing. In climate science, analogs…