< BACK TO NEWS
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.

Comments

Read original article

*** END OF TRANSMISSION ***

> SWEDEN'S STRATEGIC GROWTH IN BUILDING A THRIVING STARTUP ECOSYSTEM> ATTIMET (YC F24) TECHNICAL STAFF HIRING: ENGINEERING AND RESEARCH ROLES> RUMORS OF SECURITY VULNERABILITIES ENABLE RAPID EXPLOIT DEVELOPMENT IN OPEN SOURCE> SURVEY REVEALS MAJORITY OF AMERICANS OPPOSE POLICE LICENSE PLATE SURVEILLANCE CAMERAS> DACTYL'S CROSS-PLATFORM SWIFTUI RENDERER ARCHITECTURE AND DEVELOPMENT PROCESS> RETRO APP SECURES $21M IN SERIES A FUNDING TO ENHANCE FRIEND-CENTRIC PHOTO SHARING> 19 CHROME AND EDGE EXTENSIONS DISCOVERED WITH MALICIOUS WALLET-STEALING AND CRYPTO-DRAINING CODE> RUNNING QWEN3.8 27B LOCALLY ON MAC STUDIO: PERFORMANCE METRICS AND QUANTIZATION ANALYSIS> CHINA WARNS OF PERSISTENT FLOOD RISK FROM NEPAL-CHINA BORDER BARRIER LAKE> Z.AI RELEASES OPEN-WEIGHT GLM-5.3 FOR AGENTIC CODING AND CYBER DEFENSE> SWEDEN'S STRATEGIC GROWTH IN BUILDING A THRIVING STARTUP ECOSYSTEM> ATTIMET (YC F24) TECHNICAL STAFF HIRING: ENGINEERING AND RESEARCH ROLES> RUMORS OF SECURITY VULNERABILITIES ENABLE RAPID EXPLOIT DEVELOPMENT IN OPEN SOURCE> SURVEY REVEALS MAJORITY OF AMERICANS OPPOSE POLICE LICENSE PLATE SURVEILLANCE CAMERAS> DACTYL'S CROSS-PLATFORM SWIFTUI RENDERER ARCHITECTURE AND DEVELOPMENT PROCESS> RETRO APP SECURES $21M IN SERIES A FUNDING TO ENHANCE FRIEND-CENTRIC PHOTO SHARING> 19 CHROME AND EDGE EXTENSIONS DISCOVERED WITH MALICIOUS WALLET-STEALING AND CRYPTO-DRAINING CODE> RUNNING QWEN3.8 27B LOCALLY ON MAC STUDIO: PERFORMANCE METRICS AND QUANTIZATION ANALYSIS> CHINA WARNS OF PERSISTENT FLOOD RISK FROM NEPAL-CHINA BORDER BARRIER LAKE> Z.AI RELEASES OPEN-WEIGHT GLM-5.3 FOR AGENTIC CODING AND CYBER DEFENSE