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  • Carnegie Mellon University
  • Pittsburgh

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  1. data-resources-for-materials-science data-resources-for-materials-science Public

    A list of databases, datasets and books/handbooks where you can find materials properties for machine learning applications.

    273 45

  2. Quantum_Espresso_Colab Quantum_Espresso_Colab Public

    This repository includes a notebook to run the open-source materials modeling package Quantum Espresso on Google Colab.

    Jupyter Notebook 9 3

  3. vae_cahn-hilliard vae_cahn-hilliard Public

    Generative model variational autoencoder (VAE) implementation for the predictions of phase separation in binary alloys

    Jupyter Notebook 4

  4. normalization-frc normalization-frc Public

    Simple desktop application for normalization of tensile/compression test data of fiber reinforced composites

    Python 3

  5. dcgan_cahn-hilliard dcgan_cahn-hilliard Public

    Generative model Deep Convolutional Generative Adversarial Networks (DCGAN) implementation for the predictions of phase separation in binary alloys

    Jupyter Notebook 2

  6. tricks_for_efficient_pytorch tricks_for_efficient_pytorch Public

    Some tricks to speed up the codes written with PyTorch library.

    Jupyter Notebook