CUCIS Group

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39 repositories

MicroProcSim
Public
a physics-based simulation tool to replicate the deformation process of cubic microstructures for different OS.
MATLAB
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Other
•0•0•0•0•Updated Aug 29, 2024Aug 29, 2024
WRF
Public
The official repository for the Weather Research and Forecasting (WRF) model
Fortran
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Other
•691•0•0•0•Updated Jun 6, 2024Jun 6, 2024
WRF_IO
Public
C++
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Other
•1•0•0•0•Updated May 13, 2024May 13, 2024
ALIGNNTL
Public
Python
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MIT License
•1•8•1•0•Updated Feb 14, 2024Feb 14, 2024
Docker_Demo
Public
Dockerfile
•3•0•0•0•Updated Dec 4, 2023Dec 4, 2023
ph5concat
Public
Parallel Data Concatenation for High Energy Physics Data Analysis
mpi hdf5 high-energy-physics parallel-io
C++
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Other
•4•3•0•0•Updated Oct 19, 2023Oct 19, 2023
PreActivationRL
Public
Jupyter Notebook
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MIT License
•0•0•0•0•Updated Oct 13, 2023Oct 13, 2023
BRNet
Public
Python
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MIT License
•0•3•2•0•Updated Oct 13, 2023Oct 13, 2023
B5Net
Public
This repository contains the code for performing physics-based data augmentation and model training
Python
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MIT License
•0•0•0•0•Updated Oct 13, 2023Oct 13, 2023
MPpredictor
Public
Python
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MIT License
•1•1•0•0•Updated Oct 13, 2023Oct 13, 2023
pcnn
Public
Parallel Convolutional Neural Network Framework
hpc parallel-computing machine-learning
C
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Other
•0•0•0•0•Updated May 23, 2023May 23, 2023
async-io-cosmoflow
Public
Asynchronous I/O Support for CosmoFlow
machine-learning parallel-io
Python
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Other
•0•0•0•0•Updated May 23, 2023May 23, 2023
Multi-resolution-Training
Public
Using Multi-Resolution Data to Accelerate Training for CosmoFlow and DeepCAM
Python
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Other
•0•0•0•0•Updated May 23, 2023May 23, 2023
MDN-GAN
Public
A General Framework Combining Generative Adversarial Networks and Mixture Density Networks for Inverse Modeling in Microstructural Materials Design
materials-informatics mixture-density-networks inverse-model machine-learning generative-adversarial-network
Python
•5•8•0•0•Updated Apr 3, 2023Apr 3, 2023
IRNet
Public
A General Purpose Deep Residual Regression Framework for Materials Discovery.
machine-learning deep-neural-networks deep-learning chemistry transfer-learning materials-science
Jupyter Notebook
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Other
•4•8•1•1•Updated Mar 25, 2023Mar 25, 2023
ElemNet
Public
Deep Learning the Chemistry of Materials From Only Elemental Composition for Enhancing Materials Property Prediction
machine-learning deep-neural-networks materials-science deep-learning chemistry
Jupyter Notebook
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Other
•35•88•2•2•Updated Mar 25, 2023Mar 25, 2023
CrossPropertyTL
Public
Cross-property Deep Transfer Learning
materials-science machine-learning
Jupyter Notebook
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Other
•4•8•1•0•Updated Nov 16, 2022Nov 16, 2022
IncrementalXRDClustering
Public
An Incremental Phase Mapping Approach for X-ray Diffraction Patterns using Binary Peak Representations
machine-learning
Jupyter Notebook
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MIT License
•0•1•0•0•Updated Nov 9, 2022Nov 9, 2022
FuzzyXRDClustering
Public
Enhancing Phase Mapping for High-throughput X-ray Diffraction Experiments using Fuzzy Clustering
machine-learning
Jupyter Notebook
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MIT License
•0•1•0•0•Updated Nov 8, 2022Nov 8, 2022
ColonCancerOutcomeCalculator
Public
Colon Cancer Conditional Survival Outcome Calculator
machine-learning
Python
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Other
•1•1•0•0•Updated Oct 10, 2022Oct 10, 2022
FusionML
Public
Heterogeneous feature fusion based machine learning on shallow-wide and heterogeneous-sparse scientific dataset
machine-learning missing-data transfer-learning feature-fusion
Python
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Other
•0•1•0•0•Updated Oct 9, 2022Oct 9, 2022
LocalizationDL
Public
A Deep Learning Model For Localization of Two-Phase High-Contrast Three-dimensional Materials
localization convolutional-neural-networks materials-informatics structure-property-linkages
Python
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Other
•1•0•0•0•Updated Oct 21, 2021Oct 21, 2021
ml-iter-additive
Public
An iterative machine learning framework for predicting temperature profiles for an additive manufacturing process
iterative-methods additive-manufacturing bagged-forests machine-learning predicting-temperature-profiles
Jupyter Notebook
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Other
•12•31•0•0•Updated Mar 8, 2021Mar 8, 2021
edsr-tensorflow-rapids
Public
machine-learning hpc image-processing
Python
•0•0•0•0•Updated Jan 8, 2021Jan 8, 2021
PlasticityDL
Public
Learning to Predict Crystal Plasticity at the Nanoscale:Deep Residual Networks and Size Effects in UniaxialCompression Discrete Dislocation Simulations
visualization deep-learning resnet materials-informatics plasticity
Python
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Other
•4•2•0•0•Updated Nov 9, 2020Nov 9, 2020
DKACNN
Public
A deep learning based domain knowledge integration for small dataset
deep-learning convolutional-neural-networks materials-informatics small-dataset domain-knowledge-integration
Python
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Other
•1•0•0•0•Updated Feb 26, 2020Feb 26, 2020
PADNet-XRD
Public
Peak Area Detection Network for Directly Learning Phase Regions from Raw X-ray Diffraction Patterns.
machine-learning deep-neural-networks deep-learning materials-science x-ray-diffraction
Jupyter Notebook
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Other
•2•6•0•0•Updated Feb 23, 2020Feb 23, 2020
MDGAN
Public
Microstructural Materials Design Via Deep Adversarial Learning Methodology
deep-learning material-design generative-adversarial-network materials-informatics
Python
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Other
•3•3•0•0•Updated Feb 17, 2020Feb 17, 2020
HomogenizationDL
Public
A Deep Learning Model For Homogenization of Two-Phase High-Contrast Three-dimensional Materials
deep-learning convolutional-neural-networks materials-informatics homogenization structure-property-linkages
Python
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Other
•2•0•0•0•Updated Jan 25, 2020Jan 25, 2020
PrunedSearch
Public
A machine learning based meta-heuristic approach for constrained continuous optimization
machine-learning
MATLAB
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Other
•1•0•0•0•Updated Jan 23, 2020Jan 23, 2020