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@NU-CUCIS

CUCIS Group

Software developed by members of CUCIS group at Northwestern University

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  1. ElemNet ElemNet Public

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

    Jupyter Notebook 82 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. 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

  6. CrossPropertyTL CrossPropertyTL Public

    Cross-property Deep Transfer Learning

    Jupyter Notebook 7 3

Repositories

Showing 10 of 35 repositories
  • ALIGNNTL Public
    NU-CUCIS/ALIGNNTL’s past year of commit activity
    Python 5 MIT 1 1 0 Updated Feb 14, 2024
  • ph5concat Public

    Parallel Data Concatenation for High Energy Physics Data Analysis

    NU-CUCIS/ph5concat’s past year of commit activity
    C++ 3 4 0 0 Updated Oct 19, 2023
  • NU-CUCIS/PreActivationRL’s past year of commit activity
    Jupyter Notebook 0 MIT 0 0 0 Updated Oct 13, 2023
  • BRNet Public
    NU-CUCIS/BRNet’s past year of commit activity
    Python 3 MIT 0 2 0 Updated Oct 13, 2023
  • B5Net Public

    This repository contains the code for performing physics-based data augmentation and model training

    NU-CUCIS/B5Net’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Oct 13, 2023
  • NU-CUCIS/MPpredictor’s past year of commit activity
    Python 1 MIT 1 0 0 Updated Oct 13, 2023
  • pcnn Public

    Parallel Convolutional Neural Network Framework

    NU-CUCIS/pcnn’s past year of commit activity
    C 0 0 0 0 Updated May 23, 2023
  • async-io-cosmoflow Public

    Asynchronous I/O Support for CosmoFlow

    NU-CUCIS/async-io-cosmoflow’s past year of commit activity
    Python 0 0 0 0 Updated May 23, 2023
  • Multi-resolution-Training Public

    Using Multi-Resolution Data to Accelerate Training for CosmoFlow and DeepCAM

    NU-CUCIS/Multi-resolution-Training’s past year of commit activity
    Python 0 0 0 0 Updated May 23, 2023
  • MDN-GAN Public

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

    NU-CUCIS/MDN-GAN’s past year of commit activity
    Python 7 5 0 0 Updated Apr 3, 2023

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