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A mechanism-data fusion framework for process-microstructure prediction and optimization ...
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Fusion42 · 6 September 2026 · Fusion42 review
Researchers developed a mechanism-data fusion framework combining multiscale finite element and phase-field modeling with a dual-level LSTM surrogate model to rapidly predict and optimise microstructure evolution in laser directed energy deposition of Ti-6Al-4V, significantly reducing computational time and improving prediction accuracy.
This Wire brief sits within Fusion42's coverage of Manufacturing Tech.
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You can now cut metal 3D printing development cycles with a new AI-boosted model that links process settings to microstructure fast. This unlocks quicker tuning of laser deposition parameters to improve material quality and production speed.
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1 source · 5 Sep 2026
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