2405.08940
Dynamical systems and complex networks: A Koopman operator perspective
Stefan Klus, Nataša Djurdjevac Conrad
incompletemedium confidence
- Category
- math.DS
- Journal tier
- Specialist/Solid
- Processed
- Sep 28, 2025, 12:56 AM
- arXiv Links
- Abstract ↗PDF ↗
Audit review
The uploaded paper is a perspective/review that defines the transfer operators and notes when they are self-adjoint, but it does not state or prove the trace bounds on joint metastability the model solves. The model’s proof is essentially correct once a crucial missing hypothesis is added: T must be compact and self-adjoint (e.g., reversible dynamics with µ equal to the invariant density), which the paper explains is the case under detailed balance. Without explicitly assuming self-adjointness, the model’s use of the spectral theorem and Ky Fan’s principle is not justified.
Referee report (LaTeX)
\textbf{Recommendation:} major revisions \textbf{Journal Tier:} specialist/solid \textbf{Justification:} The paper supplies the relevant background (operator definitions, self-adjointness under reversibility, Ulam's indicator subspace) but does not state the metastability trace bounds under review. The model's proof achieves these bounds once the key hypothesis (compact self-adjoint T, e.g., reversible with µ=π) is made explicit; as written, that hypothesis is omitted, so the spectral expansion and Ky Fan step are not fully justified.