scicode-lint: Detecting Methodology Bugs in Scientific Python Code with LLM-Generated Patterns

Sergey V. Samsonau

Methodology bugs in scientific Python code produce plausible but incorrect results that traditional linters and static analysis tools cannot detect. Several research groups have bu…