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2504.07346

When Koopman Meets Hamilton and Jacobi

Umesh Vaidya

correctmedium confidence
Category
math.DS
Journal tier
Strong Field
Processed
Sep 28, 2025, 12:56 AM

Audit review

The candidate reproduces the paper’s Procedure One step-by-step: (i) it solves the nominal PDE with W(x,t)=P^T e^{-Λ t} Φ(x) and uses W as a generating function to obtain p=(∂Φ/∂x)^T e^{−Λ^T t}P and X=e^{−Λ t}Φ(x), leading to complete integrability of H0 (matching Proposition 3 and Eq. (45) with Ẋ=Ṗ=0) ; (ii) under Approximation 1, it derives the same time-varying quadratic H̄1, performs the same symplectic rescaling (X̄,P̄)=(e^{Λ t}X,e^{−Λ^T t}P), and obtains the same LTI Hamiltonian system with matrix ℋ=[Λ −R1; −Q1 −Λ^T] (Eqs. (50)–(55)) ; (iii) it characterizes the stable Lagrangian subspace as the graph P̄=L X̄ with L=−D2^{-1}D1 and shows L solves the Riccati equation Λ^T L+LΛ−L R1 L+Q1=0 (Propositions 4–5), then pulls back to p=(∂Φ/∂x)^T L Φ(x) and V(x)=½ Φ^T L Φ(x) (Eqs. (56)–(60)) . The only minor issue is a sign slip in one line of the appendix (solving D1+D2L=0), but the stated proposition uses the correct sign; the candidate’s sign is correct as well . Overall, both arguments agree in content and structure.

Referee report (LaTeX)

\textbf{Recommendation:} minor revisions

\textbf{Journal Tier:} strong field

\textbf{Justification:}

Technically sound and well-aligned with standard symplectic and Koopman operator results. The procedure cleanly bridges linear Riccati theory to a Koopman coordinate framework for nonlinear systems. Minor clarifications on assumptions, a small sign typo in the appendix, and an explicit consistency check of H(x,∂V/∂x) under Approximation 1 would further strengthen clarity.