Deep Learning for Microstructure Property Relationships - Results (MATLAB data)

The data contains trained networks and interpretation data saved into ".MAT" files. The framework was orginally deployed on MATLAB R2022b. It has also been tested to be functional on MATLAB R2021a. The data used in this work has been collected from various literature which may contain copyrighted materials. Therefore we are unable to provide the data used for training. However, we have provided all the data sources in the file "Data_Sources.xlsx" located inside the "1_Alloy_Data" folder. MATLAB scripts for data preprocessing, optimization, training and interpretation of the deep learning framework are provided in a separate git repository: https://github.com/adityag23/Deep-Learning-Microstructure-Property

Requirements:
MATLAB Deep Learning Toolbox
MATLAB Image Processing Toolbox