Algorithmically-consistent deep learning frameworks for structural topology optimization

Author:

Rade JaydeepORCID,Balu AdityaORCID,Herron Ethan,Pathak Jay,Ranade RishikeshORCID,Sarkar SoumikORCID,Krishnamurthy AdarshORCID

Publisher

Elsevier BV

Subject

Electrical and Electronic Engineering,Artificial Intelligence,Control and Systems Engineering

Reference60 articles.

1. Topology optimization of 2D structures with nonlinearities using deep learning;Abueidda;Comput. Struct.,2020

2. Connection topology optimization of steel moment frames using metaheuristic algorithms;Alberdi;Eng. Struct.,2015

3. 3D topology optimization using convolutional neural networks;Banga,2018

4. Optimal shape design as a material distribution problem;Bendsøe;Struct. Optim.,1989

5. Generating optimal topologies in structural design using a homogenization method;Bendsøe;Comput. Methods Appl. Mech. Engrg.,1988

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