physics-lint is an open-source CLI linter for trained neural PDE surrogate models, providing code quality checks and SARIF output for scientific machine learning developers. It helps maintain correctness in physics-informed ML workflows.
physics-lint sits in PulseGate's Code review & quality category. It focuses on ensuring code quality and correctness for neural PDE surrogate models in scientific computing. It is built as an open-source project for scientific machine learning developers. physics-lint is open source under the Apache-2.0 license. physics-lint is available on the command line.
Behind physics-lint is tyy0811, and the product first shipped in 2026. Development happens publicly on GitHub with 404 commits in the last 90 days. Key capabilities include Neural PDE linting, SARIF output, and physics-informed checks.
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