Materials Informatics Tool Kit

All

7 repositories

MINED-MATKIT
Public
Main module. A GUI that packages all other GUIs into a single coherent application.
HTML
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Apache License 2.0
•1•0•0•0•Updated Sep 11, 2018Sep 11, 2018
Generator
Public
Microstructure Generation module. Creation of a vast variety of randomized microstructures under physical and statistical constraints.
MATLAB
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Apache License 2.0
•1•2•0•0•Updated Sep 11, 2018Sep 11, 2018
SpatStat-Tools
Public
Spatial Statistics module. Deals with the calculation of spatial statistics under variety of scenarios and definitions.
gui statistics matlab convolution materials-science materials-informatics matlab-toolbox statistical-distributions microstructure spatial-statistics
MATLAB
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Apache License 2.0
•2•1•0•0•Updated Aug 24, 2017Aug 24, 2017
DR-Tools
Public
Dimensionality Reduction module. Deals with the identification of dominant descriptors of microstructure fro a large set of statistics.
machine-learning gui matlab pca-analysis dimensionality-reduction materials-science materials-informatics matlab-toolbox matlab-gui
MATLAB
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Apache License 2.0
•3•2•0•0•Updated Aug 23, 2017Aug 23, 2017
Segmenter
Public
Segmentation module. Deals with the transition from raw imaging data to microstructure representations.
gui image-processing segmentation materials-science materials-informatics matlab-toolbox matlab-gui matlab segmenter
MATLAB
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Apache License 2.0
•2•0•4•0•Updated Aug 22, 2017Aug 22, 2017
Fitter
Public
Fitting module. Used for establishing functions/linkages between material descriptors and process or property parameters.
machine-learning gui statistics regression fitting curve-fitting materials-science materials-informatics polynomial-regression matlab-toolbox
MATLAB
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Apache License 2.0
•2•0•0•0•Updated Aug 22, 2017Aug 22, 2017
MINED-MATKIT.github.io
Public
Front end for the project.
Apache License 2.0
•0•0•0•0•Updated Aug 20, 2017Aug 20, 2017