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2001.00635
Cited By

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

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

23 December 2019

Yusuke Takahashi

ArXiv (abs)PDF HTML

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

5 / 5 papers shown

Latent Diffusion Models for Structural Component Design

Latent Diffusion Models for Structural Component Design

Anushrut Jignasu

Baskar Ganapathysubramanian

Aditya Balu

A. Krishnamurthy

252

18

0

20 Sep 2023

Topology Optimization via Machine Learning and Deep Learning: A Review

Topology Optimization via Machine Learning and Deep Learning: A ReviewJournal of Computational Design and Engineering (JCDE), 2022

256

131

0

19 Oct 2022

A mechanistic-based data-driven approach to accelerate structural
topology optimization through finite element convolutional neural network
(FE-CNN)

A mechanistic-based data-driven approach to accelerate structural topology optimization through finite element convolutional neural network (FE-CNN)

82

4

0

25 Jun 2021

Improving Solar Cell Metallization Designs using Convolutional Neural
Networks

Improving Solar Cell Metallization Designs using Convolutional Neural Networks

Sumit K. Bhattacharya

91

3

0

08 Apr 2021

Algorithmically-Consistent Deep Learning Frameworks for Structural
Topology Optimization

Algorithmically-Consistent Deep Learning Frameworks for Structural Topology OptimizationEngineering applications of artificial intelligence (EAAI), 2020

Aditya Balu

Rishikesh Ranade

A. Krishnamurthy

289

49

0

09 Dec 2020

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