Taming Connectedness in Machine-Learning-Based Topology Optimization with Connectivity Graphs

Author:

Behzadi Mohammad MahdiORCID,Chen Jiangce,Ilies Horea T.

Funder

National Science Foundation

Office of Naval Research

Publisher

Elsevier BV

Subject

Industrial and Manufacturing Engineering,Computer Graphics and Computer-Aided Design,Computer Science Applications

Reference31 articles.

1. On the use of artificial neural networks in topology optimisation;Woldseth;Struct Multidiscip Optim,2022

2. Deep learning-based topological optimization for representing a user-specified design area;Nakamura,2020

3. An improved data-driven topology optimization method using feature pyramid networks with physical constraints;Luo;CMES-Comput Model Eng Sci,2021

4. Behzadi MM, Ilieş HT. GANTL: Toward Practical and Real-Time Topology Optimization With Conditional Generative Adversarial Networks and Transfer Learning. J Mech Des 144(2).

5. Persistent homology-a survey;Edelsbrunner;Contemp Math,2008

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