Attractor Geometry Determines the Identifiability Limits of System Discovery

Matteo Gallo, Fabio Anselmi, Paolo Lazzari

Symbolic discovery of governing equations from data is limited not only by algorithm design and data volume, but by the geometry of the attractor: what the long-run dynamics allow…