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The processed dataset for paper "redicting Mechanical Properties from Microstructure Images in Fiber-reinforced Polymers using Convolutional Neural Networks"

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iamyixuan/stress_fiber_polymer

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ab9c9c6 · Mar 20, 2022

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Data Description

The zip file dataset.zip in data folder contains 5321 2D microstructure slices and the corresponding z-normal stress distribution.

Each slice is stored in a numpy array with the filename being the corresponding coordinates values.

Load data

Use numpy.load

Example:

import numpy as np
expl_point = np.load(unzipped_folder_path + '2_1_30', 'r', True)
print(expl_point.shape)
>>> (2, 32, 32)

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The processed dataset for paper "redicting Mechanical Properties from Microstructure Images in Fiber-reinforced Polymers using Convolutional Neural Networks"

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