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Journal Articles

Creating a synthetic 3D CAD dataset for deep learning model training with integration of Voronoi diagrams into parametric design

Nurullah Yuksel, Ogulcan Eren, Hüseyin Rıza Börklü
Journal: Engineering Computations
Engineering Computations (2025) 42 (10): 4072–4089.
https://doi.org/10.1108/EC-02-2025-0169
Published: 20 October 2025
.... This approach enables the generation of synthetic datasets that are used to train deep learning models, enhancing their ability to process and reproduce complex structures efficiently. Findings The efficacy of the proposed method was validated by training a deep learning model with the generated synthetic...
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