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#diffusion models Open access Oct 2026

Physics beyond the grid: reproducible experiments

An equation can fit simulation data while assigning numerical dissipation to physical transport. We characterize when continuum coefficients are identifiable from weak measurements with unknown discretization corrections, and test the resulting criterion across 1,080 datasets from transport, Burgers and reaction–diffus...

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