estimate_dislocation_density

Published: 13 August 2018| Version 1 | DOI: 10.17632/6hpdxzdd75.1
Contributors:
Yuqi Zhang, Alfonso Ngan

Description

This dataset includes the python codes and training data for "Understanding the dislocation microstructures with deep learning". The convolutional neural networks are built upon TensorFlow. The details of the data can be found in "Understanding the dislocation microstructures with deep learning".

Files

Steps to reproduce

Please see the README.

Institutions

  • University of Hong Kong Department of Mechanical Engineering

Categories

Dislocation, Convolutional Neural Network

Licence