Hybrid modeling and prediction of dynamical systems
Table 1
Summary of Lorenz-63 parameter estimation results.
Mean and standard deviation calculated over 500 realizations. The hybrid method, which only needs to estimate σ and β, is robust to a large initial parameter uncertainty. The parametric method on the other hand is unable to obtain reliable estimates of the Lorenz-63 parameters unless the uncertainty is small enough.