Data-Based Dynamical Systems Reconstruction: An Adequacy/Reliability Test

Guillermo Capobianco, Ulises Chialva, Horacio G. Rotstein

In this work, we address the problem of validating the reconstruction of a stochastic system from noisy data. We demonstrate the limitations of criteria based solely on the loss fu…