Data-driven geophysical forecasting: Simple, low-cost, and accurate baselines with kernel methods

Boumediene Hamzi, Romit Maulik, Houman Owhadi

Modeling geophysical processes as low-dimensional dynamical systems and regressing their vector field from data is a promising approach for learning emulators of such systems. We s…