Computational Materials Engineering

CyberAlloys builds computational workflows that connect alloy chemistry, processing conditions, microstructure evolution, and final properties. These workflows are based on ICME principles and can combine CALPHAD calculations, precipitation modelling, solidification analysis, diffusion simulations, machine learning, and finite-element process models.

• Thermodynamic and kinetic calculations for phase stability, precipitation, diffusion, and transformation behaviour.
• Process-microstructure-property modelling for aluminium casting, extrusion, forging, and heat treatment.
• Simulation workflows for virtual alloy screening and reduced experimental design.
• Data-driven and physics-informed models for faster prediction of mechanical and physical properties.
• Technical support for integrating CALPHAD engines and materials models into digital engineering pipelines.