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ACSL2 min read

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

Parallel numerical libraries such as PETSc are widely used in science and engineering applications where wrong results can have costly consequences. Despite this, numerical libraries are rarely formally verified.

By Hansol Suh, Jan H\"uckelheim, Stephen SiegelarXiv - cs.CL (NLP)

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Originally published by arXiv - cs.CL (NLP) on Sep 30, 2026.

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