2409.10556
Temporal and Spacial Studies of Infectious Diseases: Mathematical Models and Numerical Solvers
Yongjia Xu, Md Abu Talha, Shan Zhao, Weihua Geng
incompletemedium confidence
- Category
- Not specified
- Journal tier
- Specialist/Solid
- Processed
- Sep 28, 2025, 12:56 AM
- arXiv Links
- Abstract ↗PDF ↗
Audit review
The paper states and numerically verifies second-order accuracy in time for the staggered Crank–Nicolson (CN) scheme and first order for implicit Euler, and it derives a Peaceman–Rachford ADI splitting with an O(Δt^3) local factorization error, together with complexity claims (ADI O(n^2) per step; SOR O(n^3)), but it does not provide a full stability or global error proof for the coupled S–I system. The candidate solution outlines a plausible global ℓ∞-error analysis using staggered linearizations and Varah-type diagonal dominance bounds, but it contains a critical algebraic omission: in bounding A^{-1}B for the CN step it drops the Δt A^{-1}L_h term (coming from the diffusion operator), so the claimed bound ∥A^{-1}B∥∞ ≤ 1 + CΔt is not justified as written and may hide an h-dependent factor unless one proves a uniform bound on Δt∥A^{-1}L_h∥∞. Therefore, the paper’s argument is incomplete, and the model’s proof outline is also incomplete. Key paper facts used here: the PDE and discretizations (implicit Euler (6), staggered CN (8)), the ADI derivation and O(Δt^3) remainder (18)–(22), and the empirical second-order tables and complexity statements for SOR and ADI.
Referee report (LaTeX)
\textbf{Recommendation:} major revisions \textbf{Journal Tier:} specialist/solid \textbf{Justification:} Solid and useful computational study with clear formulations and convincing numerical evidence, but currently lacking a rigorous global convergence/stability analysis for the staggered CN scheme in the coupled S–I setting. Some complexity statements need refinement. With added proofs or precise citations and clarified cost discussion, the work would be much stronger for both numerical analysts and practitioners.