Why use this?

pyJMAK is an open-source framework for modeling microstructure evolution during processing and heat treatment. It is validated for Ti-4Al-4V and general steel systems and can be applied to heat-treatment problems when initial phase fractions and process conditions are provided.

A materials or heat-treatment engineer should use it when they need a scriptable, physics-informed alternative to purely empirical process planning. It is particularly useful for exploring phase transformations, process-parameter sensitivity, and microstructure evolution in steels and titanium alloys, and it can be integrated into Python-based simulation and optimization workflows. [11]

Key Features

• Microstructure-evolution modeling for heat-treatment applications
• Validated for Ti-4Al-4V and general steel systems
• Supports phase-fraction and transformation modeling
• Python-based and suitable for automation and optimization
• Open-source alternative to proprietary microstructure-simulation tools