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StressGAN: A Generative Deep Learning Model for 2D Stress Distribution
  Prediction

StressGAN: A Generative Deep Learning Model for 2D Stress Distribution Prediction

30 May 2020
Haoliang Jiang
Zhenguo Nie
Roselyn Yeo
A. Farimani
L. Kara
    GAN
ArXivPDFHTML

Papers citing "StressGAN: A Generative Deep Learning Model for 2D Stress Distribution Prediction"

4 / 4 papers shown
Title
Image-based Artificial Intelligence empowered surrogate model and shape
  morpher for real-time blank shape optimisation in the hot stamping process
Image-based Artificial Intelligence empowered surrogate model and shape morpher for real-time blank shape optimisation in the hot stamping process
Hao Zhou
Nan Li
AI4CE
37
1
0
01 Dec 2022
Development of a deep learning platform for optimising sheet stamping
  geometries subject to manufacturing constraints
Development of a deep learning platform for optimising sheet stamping geometries subject to manufacturing constraints
H. Attar
A. Foster
Nan Li
24
3
0
04 Feb 2022
Deep Generative Models in Engineering Design: A Review
Deep Generative Models in Engineering Design: A Review
Lyle Regenwetter
Amin Heyrani Nobari
Faez Ahmed
3DV
AI4CE
34
176
0
21 Oct 2021
TopologyGAN: Topology Optimization Using Generative Adversarial Networks
  Based on Physical Fields Over the Initial Domain
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
1