microstructure-optimization

There are 6 repositories under microstructure-optimization topic.

  • SFETNI/Extended-Kim-Kim-Suzuki-KKS--Phase-Field-model-for-prediction-of-Materials-Properties

    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.

    Language:Jupyter Notebook8104

  • Mooon/learning_microstructure_evolution

    Prediction of material microstructure evolution via convolutional LSTM neural networks. Implementation in pytorch.

    Language:Python4101

  • agenerale/inverse-micro

    This repository contains code for a project in order to identify a conditional distribution of microstructure to provide tailored thermal properties.

    Language:Python2

  • s5409693/MCRpy

    Microstructure Characterization and Reconstruction in Python

    Language:Python2001

  • NU-CUCIS/microstructure-optimization-ml

    Microstructure optimization of constrained design objectives using machine learning based feedback aware data generation

    Language:Jupyter Notebook1203

  • agenerale/inverse-psp

    This repository contains code for a project which extends prior work in performing amortized stochastic variational inference - permitting the evaluation of materials processing parameters meeting arbitrary target property sets.

    Language:Python