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@NU-CUCIS

CUCIS Group

Software developed by members of CUCIS group at Northwestern University

Popular repositories

  1. ElemNet ElemNet Public

    Deep Learning the Chemistry of Materials From Only Elemental Composition for Enhancing Materials Property Prediction

    Jupyter Notebook 80 35

  2. ml-iter-additive ml-iter-additive Public

    An iterative machine learning framework for predicting temperature profiles for an additive manufacturing process

    Jupyter Notebook 28 12

  3. CheMixNet CheMixNet Public

    Mixed DNN Architectures for Predicting Properties using Multiple Molecular Representations

    Jupyter Notebook 23 10

  4. IRNet IRNet Public

    A General Purpose Deep Residual Regression Framework for Materials Discovery.

    Jupyter Notebook 8 4

  5. PADNet-XRD PADNet-XRD Public

    Peak Area Detection Network for Directly Learning Phase Regions from Raw X-ray Diffraction Patterns.

    Jupyter Notebook 7 2

  6. MDN-GAN MDN-GAN Public

    A General Framework Combining Generative Adversarial Networks and Mixture Density Networks for Inverse Modeling in Microstructural Materials Design

    Python 7 5

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