Processing Uncertain Microstructural Data: The projects objective is to relate image-based data of stochastic microstructures to their quantities of interest. The data consists mainly of microstructure images, corresponding material properties and features deployed in machine learning.
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2d_microstructures.h5
Feb 15, 2021 - 2d microstructure data
Hierarchical Data Format - 967.9 MB - MD5: 8d93bd9af6585b0f63257c571920752c
hdf5 file containing all the data
compute_regression_data.py
Feb 15, 2021 - 2d microstructure data
Python Source Code - 2.3 KB - MD5: 8088ddd98656e04611bdf589220baf99
code to recompute/reproduce the data used for the regression problem
example_data_access.py
Feb 15, 2021 - 2d microstructure data
Python Source Code - 1.9 KB - MD5: be74203ddeb47af439f3cbc33594ac92
an example on how to access data stored in the hdf5 file
processing_functions.py
Feb 15, 2021 - 2d microstructure data
Python Source Code - 3.8 KB - MD5: 24355f5d0f71131cf836137a375fce75
dependency file for 'compute_regression_data.py'
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