Research and Technology

Developments in metallurgy research and foundry technology, including casting simulation, additive manufacturing, AI-based defect detection, Industry 4.0, robotics, and advanced alloys. We explain how each technology works and where it is ready for production use.

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Microstructure Simulation: Cellular Automaton and Phase-Field Modeling

Unlike digital casting simulation, which predicts molten metal flow and solidification patterns at a macro scale, there is a far more detailed level of simulation: predicting how individual grain structure and phases form inside the metal during solidification. This is the domain of microstructure simulation, combining materials physics with computation to see what happens at

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