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positiveSYS.SOURCE: Tesseract Blog• 2026-07-14T12:21:46Z

Enabling Differentiable Fortran Code Using LFortran and Enzyme Integration

#fortran#autodiff#ml_integration

The article describes integrating LFortran and Enzyme to enable automatic differentiation of Fortran code, allowing legacy scientific simulations to be used in JAX and PyTorch workflows. It demonstrates a novel approach to extract gradients from compiled Fortran solvers without rewriting them, though noting the experimental nature and technical challenges.

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