A Phase-field model for growth and coarsening of Si precipitates in AlSi10Mg SLM/LPBF in a super-saturated matrix, with potential for solidification dynamics. We make it available as home-made Open-source code for phase-field simulations implemented in Python, incorporating optimized techniques for computation, with a post-processing tool.
Prediction of material microstructure evolution via convolutional LSTM neural networks. Implementation in pytorch.
Microstructure Characterization and Reconstruction in Python
Microstructure optimization of constrained design objectives using machine learning based feedback aware data generation
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