Materials Informatics Tool Kit (MINED-MATKIT)

Materials Informatics Tool Kit

MINED-MATKIT

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A by product of continuing materials informatics research by MINED group at Georgia Tech.

Location:Atlanta, GA

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Materials Informatics Tool Kit's repositories

DR-Tools

Dimensionality Reduction module. Deals with the identification of dominant descriptors of microstructure fro a large set of statistics.

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Generator

Microstructure Generation module. Creation of a vast variety of randomized microstructures under physical and statistical constraints.

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SpatStat-Tools

Spatial Statistics module. Deals with the calculation of spatial statistics under variety of scenarios and definitions.

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Fitter

Fitting module. Used for establishing functions/linkages between material descriptors and process or property parameters.

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MINED-MATKIT

Main module. A GUI that packages all other GUIs into a single coherent application.

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MINED-MATKIT.github.io

Front end for the project.

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Segmenter

Segmentation module. Deals with the transition from raw imaging data to microstructure representations.

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