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Author

J. Hückelheim

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Preprint Sep 2026

Developing a Numerical Algorithm with CIVL Model Checking in the Loop

Verifying a numerical algorithm in a large scientific simulation framework is challenging: the framework is too big to model-check, and the unit tests exercise only sampled inputs. We report a case study in which we developed a new cloud-in-cell (CIC) deposition algorithm for Flash-X, a large-scale multiphysics simulat...

Youngjun Lee, Anshu Dubey, J. Hückelheim · 0 citations
#natural language process... Preprint Sep 2026

Verification of PETSc with CIVL using LLM-generated ACSL contracts and deterministic driver generation

This paper presents an approach to use LLMs in a limited setting to generate a small, human-certifiable ACSL contract from the function's documentation, combined with a deterministic toolchain that supports a restricted ACSL profile and generates a driver that uses the CIVL verifier to check the implementation against...

H. Suh, J. Hückelheim, Stephen F. Siegel · 0 citations

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