ResearchTrend.AI
A New CGAN Technique for Constrained Topology Design Optimization
v1v2 (latest)

A New CGAN Technique for Constrained Topology Design Optimization

M. Shen
Liang Chen
ArXiv (abs)PDFHTML

Papers citing "A New CGAN Technique for Constrained Topology Design Optimization"

6 / 6 papers shown
Title
Deep Learning in Deterministic Computational Mechanics
Deep Learning in Deterministic Computational Mechanics
L. Herrmann
Stefan Kollmannsberger
AI4CEPINN
114
0
0
27 Sep 2023
Topology Optimization via Machine Learning and Deep Learning: A Review
Topology Optimization via Machine Learning and Deep Learning: A Review
S. Shin
Dongju Shin
Namwoo Kang
AI4CE
71
67
0
19 Oct 2022
SELTO: Sample-Efficient Learned Topology Optimization
SELTO: Sample-Efficient Learned Topology Optimization
Sören Dittmer
David Erzmann
Henrik Harms
Peter Maass
78
2
0
12 Sep 2022
DNN-Based Topology Optimisation: Spatial Invariance and Neural Tangent Kernel
DNN-Based Topology Optimisation: Spatial Invariance and Neural Tangent Kernel
Benjamin Dupuis
Arthur Jacot
27
5
0
10 Jun 2021
Real-Time Topology Optimization in 3D via Deep Transfer Learning
Real-Time Topology Optimization in 3D via Deep Transfer Learning
M. Behzadi
H. Ilies
3DPCAI4CE
70
41
0
11 Feb 2021
Self-Directed Online Machine Learning for Topology Optimization
Self-Directed Online Machine Learning for Topology Optimization
Changyu Deng
Yizhou Wang
Can Qin
Yun Fu
Wei Lu
AI4CE
44
76
0
04 Feb 2020