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Genetic algorithm that combines neural network training and topology optimization

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Neural Network Surgery

Genetic algorithm that combines neural network training and topology optimization

Copyright (c) 2021 Schiessler et al.

Minimal software requirements:

  • python 3.8.0
  • numpy 1.19.0
  • tensorflow 2.4.0
  • tensorflow-datasets 4.2.0

If you have any questions please contact us at elisabeth.schiessler@hereon.de or roland.aydin@hereon.de.

For further details refer to this link. Please cite this work if you use any of the code or ideas provided!

Elisabeth J. Schiessler, Roland C. Aydin, Kevin Linka, Christian J. Cyron, Neural network surgery: Combining training with topology optimization, Neural Networks, Volume 144, 2021, Pages 384-393, ISSN 0893-6080

@article{SCHIESSLER2021384,
title = {Neural network surgery: Combining training with topology optimization},
journal = {Neural Networks},
volume = {144},
pages = {384-393},
year = {2021},
issn = {0893-6080},
doi = {https://doi.org/10.1016/j.neunet.2021.08.034},
url = {https://www.sciencedirect.com/science/article/pii/S0893608021003476},
author = {Elisabeth J. Schiessler and Roland C. Aydin and Kevin Linka and Christian J. Cyron}
}

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