UW-Madison Computational Materials Group (@uw-cmg)
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Top repositories

1

MAST-ML

MAterials Simulation Toolkit for Machine Learning (MAST-ML)
Jupyter Notebook
104
star
2

perovskite-oxide-stability-prediction

code package with elemental property dictionary that trains a model based on training dataset and gives prediction on new perovskite compounds
Python
21
star
3

MAST

MAterials Simulation Toolkit for use with pymatgen
Python
14
star
4

MAST-SEY

Monte Carlo Modeling of Secondary Electron Emission using fully DFT input
C++
12
star
5

MoleProp

Jupyter Notebook
11
star
6

MATLAB-loop-detection

MATLAB
9
star
7

StructOpt

Forth
4
star
8

MNS_CD

This is the Cluster Dynamics code for evolution of Mn-Ni-Si in low-Cu RPV steels
C++
3
star
9

DefectSTEMVideoAnalysis

Defect STEM Video Analysis
Jupyter Notebook
3
star
10

ML_bandgap

Jupyter Notebook
3
star
11

StructOpt_modular

A flexible and modular Structure Optimization suite for combining experimental data with energy simulations to create atomic structures.
Forth
3
star
12

GAN-STEM-Conv2MultiSlice

Python
2
star
13

ML-error

Python
2
star
14

ML4XraySpecklePattern

Codes for Machine learning for interpreting coherent X-ray speckle patterns
Jupyter Notebook
2
star
15

MeghanPanccystmachine

Codes for machine learning of Panccyst Cancer
Jupyter Notebook
2
star
16

Multitype-Defect-Detection

Multitype Defect Detection with Faster R-CNN
Python
1
star
17

MedicalImgAnalysis-BleedingSitesDetection

Medical Image Analysis Project
Jupyter Notebook
1
star
18

atomtouch

AtomTouch: App for Interactive Exploration of the Nanoworld
GLSL
1
star
19

superconductor_model

1
star
20

material_error_bar_predictions

Vidit's work on error bar predictions.
Python
1
star
21

model_metallicglass_Dmax

Random forest model to predict the maximum casting diameter of metallic glasses
Python
1
star