Exact repair operators aligned with the target data manifold improve rollout accuracy in physical forecasting, while approximate repairs can increase error despite lowering constraint violations.
An overview of projection methods for incompressible flows.Computer methods in applied mechanics and engineering, 195(44-47): 6011–6045
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Exactness Matters for Physical Rule Enforcement
Exact repair operators aligned with the target data manifold improve rollout accuracy in physical forecasting, while approximate repairs can increase error despite lowering constraint violations.