AI Research
Verification of PETSc with CIVL using LLM-generated ACSL contracts and deterministic driver generation
Leveraging LLMs to automate the formal verification of complex parallel numerical software.
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. One of the challenges is the need for an expert to hand-write a spe...
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ArXiv CS.CL
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2 min
ArXiv CS.CL
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Automating the verification of complex numerical libraries like PETSc significantly lowers the barrier for formal methods in scientific computing. By using LLMs to generate formal contracts, developers can detect critical bugs in infrastructure that underpins global research and engineering.
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