ARC-STAR is a frozen, auditable post-hoc correction method that reduces velocity rollout error by at least 36x over raw Poseidon across five flow benchmarks using global and local stages with budget-aware triage.
American Mathe- matical Society, 2024
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ARC-STAR: Auditable Post-Hoc Correction for PDE Foundation Models
ARC-STAR is a frozen, auditable post-hoc correction method that reduces velocity rollout error by at least 36x over raw Poseidon across five flow benchmarks using global and local stages with budget-aware triage.