Topology Optimization via Machine Learning and Deep Learning: A Review

19 October 2022

Papers citing "Topology Optimization via Machine Learning and Deep Learning: A Review"

4 / 4 papers shown

Title
Dynamically configured physics-informed neural network in topology optimization applications Ji-Cheng Yin Ziming Wen Shuhao Li Yaya Zhang Hu Wang AI4CE PINN 44 4 0 12 Dec 2023
Wheel Impact Test by Deep Learning: Prediction of Location and Magnitude of Maximum Stress S. Shin Ah-hyeon Jin Soyoung Yoo Sunghee Lee Chang-Gone Kim S. Heo Namwoo Kang 26 11 0 03 Oct 2022
TopologyGAN: Topology Optimization Using Generative Adversarial Networks Based on Physical Fields Over the Initial Domain Zhenguo Nie Tong Lin Haoliang Jiang L. Kara AI4CE 103 168 0 05 Mar 2020
An Energy Approach to the Solution of Partial Differential Equations in Computational Mechanics via Machine Learning: Concepts, Implementation and Applications E. Samaniego C. Anitescu S. Goswami Vien Minh Nguyen-Thanh Hongwei Guo Khader M. Hamdia Timon Rabczuk X. Zhuang PINN AI4CE 159 1,344 0 27 Aug 2019