Author

А. А. Костанян

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#machine learning Preprint Oct 2026

Identifiability of a dissipative knowledge-dynamics model: exact recovery under designed excitation, degeneration on observational data

For two concepts, this work proves a constructive structural identifiability theorem for the associated inverse problem under explicit excitation conditions, together with monotonicity, robustness and L-stability results.

А. А. Костанян, A. Beklaryan · 0 citations