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

23 December 2019

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

5 / 5 papers shown

Title
Latent Diffusion Models for Structural Component Design Ethan Herron Jaydeep Rade Anushrut Jignasu Baskar Ganapathysubramanian Aditya Balu S. Sarkar A. Krishnamurthy DiffM 18 7 0 20 Sep 2023
Topology Optimization via Machine Learning and Deep Learning: A Review S. Shin Dongju Shin Namwoo Kang AI4CE 8 55 0 19 Oct 2022
A mechanistic-based data-driven approach to accelerate structural topology optimization through finite element convolutional neural network (FE-CNN) Tianle Yue Hang Yang Zongliang Du Chang Liu K. Elkhodary Shan Tang Xu Guo AI4CE 11 3 0 25 Jun 2021
Improving Solar Cell Metallization Designs using Convolutional Neural Networks Sumit K. Bhattacharya Devanshu Arya D. Bhowmick R. Thomas D. K. Gupta 11 3 0 08 Apr 2021
Algorithmically-Consistent Deep Learning Frameworks for Structural Topology Optimization Jaydeep Rade Aditya Balu Ethan Herron Jay Pathak Rishikesh Ranade S. Sarkar A. Krishnamurthy 23 42 0 09 Dec 2020