mcGANs: Topology Optimization Using Multi-Stage CGAN

The traditional methods of solving topology optimization depends on finite element method (FEM). However, the iterative calculation of FEM increases the time cost of topology optimization significantly. In this paper, a novel strategy based on deep learning is proposed to speed up the topology optim...

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Bibliographic Details
Main Authors: Jiandong Zhu, Ting Ding, Fuhao Cui, Zhi Wang
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/11002494/
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