Inference of Unknown Dynamical Components Using Next Generation Reservoir Computing: From Chaotic Systems to Climate Data
We investigate next generation reservoir computing (NGRC) as a data-driven approach for inferring unseen components of dynamical systems. We compare NGRC with traditional reservoir computing (RC) using the Lorenz and R\"ossler system, where two unknown components are inferred from one given component. For both systems,...
Jule Budnick, Andrew Keane, Serhiy Yanchuk
· 0 citations