Patel, R. (2026). The Symbol of the Surrogate: Measuring Numerical Provenance in Neural PDE Solvers. https://omanscience.com/en/articles/the-symbol-of-the-surrogate-measuring-numerical-provenance-in-neural-pde-solvers