most citedDeep learning-based topological optimization for representing a user-specified design area

8 citations · 15 across the 3 of their papers we have counts for

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cs.LG2019★ 7 cited

Convolutional Neural Network-based Topology Optimization (CNN-TO) By Estimating Sensitivity of Compliance from Material Distribution

Yusuke Takahashi, Yoshiro Suzuki, Akira Todoroki

This paper proposes a new topology optimization method that applies a convolutional neural network (CNN), which is one deep learning technique for topology optimization problems. U…