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Conceptdeterministic scientific checks

Deterministic Scientific Check

A rule-based validation method grounded in physical laws and numerical stability criteria. It does not rely on probabilistic models and is used to automatically check the physical plausibility and numerical reliability of a simulation specification. Because the checks are deterministic, the same specification yields the same validation outcome.

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Nov 2

The workflow combines model extraction with deterministic scientific and capability checks and introduces an explicit clarification stage; when information is insufficient the system actively asks rather than guesses, and accepted fields are repaired via local patches.

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Nov 2

Deterministic scientific checks refer to rule-based validation grounded in physical laws and numerical stability criteria, such as checking whether boundary conditions cover all boundaries, whether material parameters are within physically reasonable ranges, whether the time step satisfies the CFL condition, and whether the mesh sufficiently resolves key gradients.

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