The smallest eigenvalue of the attractor's invariant-measure moment matrix — not the choice of algorithm — sets the identifiability ceiling for recovering governing equations from trajectory data.
Multi-objective SINDy for parameterized model discovery from single transient trajectory data.Nonlinear Dynamics, 113:10911–10927, 2024
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Attractor Geometry Determines the Identifiability Limits of System Discovery
The smallest eigenvalue of the attractor's invariant-measure moment matrix — not the choice of algorithm — sets the identifiability ceiling for recovering governing equations from trajectory data.