Ates, Gorkem Can http://orcid.org/0000-0002-3424-8587
Gorguluarslan, Recep M. http://orcid.org/0000-0002-0550-8335
Article History
Received: 9 September 2020
Revised: 5 November 2020
Accepted: 10 November 2020
First Online: 7 January 2021
Compliance with ethical standards
:
: The authors declare that they have no conflict of interest.
: An open-source 2D topology optimization MATLAB code (Andreassen et al. CitationRef removed) and 3D topology optimization code (Liu and Tovar CitationRef removed) were used to generate data. All codes for neural networks were written in Python 3.7. For neural networks, Keras (Chollet François CitationRef removed) with Tensorflow backend (Abadi et al. CitationRef removed) was used.
: All necessary information to obtain the topology optimization data and the neural network models which allow to reproduce the results was provided in this paper. The results described in this paper can be replicated by implementing this information. The numerical codes to reproduce the results can also be provided by the corresponding author with a reasonable request.