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2110.10863
Cited By
Deep Generative Models in Engineering Design: A Review
21 October 2021
Lyle Regenwetter
A. Nobari
Faez Ahmed
3DV
AI4CE
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Papers citing
"Deep Generative Models in Engineering Design: A Review"
29 / 29 papers shown
Title
Deep Generative Model for Mechanical System Configuration Design
Yasaman Etesam
Hyunmin Cheong
Mohammadmehdi Ataei
P. Jayaraman
AI4CE
21
2
0
09 Sep 2024
Data-driven topology design based on principal component analysis for 3D structural design problems
Jun Yang
Kentaro Yaji
S. Yamasaki
14
0
0
03 Sep 2024
Text2Robot: Evolutionary Robot Design from Text Descriptions
Ryan P. Ringel
Zachary S. Charlick
Jiaxun Liu
Boxi Xia
Boyuan Chen
31
2
0
28 Jun 2024
A Misleading Gallery of Fluid Motion by Generative Artificial Intelligence
Ali Kashefi
VGen
43
5
0
24 May 2024
ChatGPT as an inventor: Eliciting the strengths and weaknesses of current large language models against humans in engineering design
D. N. Ege
Henrik H. Øvrebø
Vegar Stubberud
M. F. Berg
Christer W. Elverum
Martin Steinert
Håvard Vestad
ALM
LLMAG
16
1
0
29 Apr 2024
Generative AI and Process Systems Engineering: The Next Frontier
Benjamin Decardi-Nelson
Abdulelah S. Alshehri
Akshay Ajagekar
Fengqi You
AI4CE
LLMAG
19
23
0
15 Feb 2024
NITO: Neural Implicit Fields for Resolution-free Topology Optimization
A. Nobari
Giorgio Giannone
Lyle Regenwetter
Faez Ahmed
AI4CE
25
3
0
07 Feb 2024
Physics-guided training of GAN to improve accuracy in airfoil design synthesis
Kazunari Wada
Katsuyuki Suzuki
Kazuo Yonekura
AI4CE
17
11
0
19 Aug 2023
Adversarial Latent Autoencoder with Self-Attention for Structural Image Synthesis
Jiajie Fan
L. Vuaille
Hongya Wang
Thomas Bäck
AI4CE
10
5
0
19 Jul 2023
Beyond Statistical Similarity: Rethinking Metrics for Deep Generative Models in Engineering Design
Lyle Regenwetter
Akash Srivastava
Dan Gutfreund
Faez Ahmed
11
27
0
06 Feb 2023
Learning to design without prior data: Discovering generalizable design strategies using deep learning and tree search
Ayush Raina
Jonathan Cagan
Christopher McComb
AI4CE
10
9
0
28 Nov 2022
Efficient Diffusion Models for Vision: A Survey
Anwaar Ulhaq
Naveed Akhtar
MedIm
32
59
0
07 Oct 2022
Probabilistic Generative Transformer Language models for Generative Design of Molecules
Lai Wei
Nihang Fu
Yuqi Song
Qian Wang
Jianjun Hu
AI4CE
26
11
0
20 Sep 2022
Diffusion Models Beat GANs on Topology Optimization
Franccois Mazé
Faez Ahmed
DiffM
AI4CE
22
57
0
20 Aug 2022
Generative Thermal Design Through Boundary Representation and Multi-Agent Cooperative Environment
Hadi Keramati
F. Hamdullahpur
AI4CE
13
0
0
16 Aug 2022
Controllable Data Generation by Deep Learning: A Review
Shiyu Wang
Yuanqi Du
Xiaojie Guo
Bo Pan
Zhaohui Qin
Liang Zhao
29
28
0
19 Jul 2022
Generative Design Ideation: A Natural Language Generation Approach
Qihao Zhu
Jianxi Luo
AI4CE
14
19
0
28 Mar 2022
Social Computational Design Method for Generating Product Shapes with GAN and Transformer Models
Maolin Yang
P. Jiang
AI4CE
20
3
0
22 Feb 2022
FRAMED: An AutoML Approach for Structural Performance Prediction of Bicycle Frames
Lyle Regenwetter
Colin Weaver
Faez Ahmed
AI4CE
17
17
0
25 Jan 2022
Patent Data for Engineering Design: A Critical Review and Future Directions
Shuo Jiang
Serhad Sarica
Binyang Song
Jie Hu
Jianxi Luo
PINN
AI4CE
6
12
0
15 Nov 2021
Goal-Directed Design Agents: Integrating Visual Imitation with One-Step Lookahead Optimization for Generative Design
Ayush Raina
Lucas Puentes
Jonathan Cagan
Christopher McComb
AI4CE
11
6
0
07 Oct 2021
Zero-Shot Text-to-Image Generation
Aditya A. Ramesh
Mikhail Pavlov
Gabriel Goh
Scott Gray
Chelsea Voss
Alec Radford
Mark Chen
Ilya Sutskever
VLM
253
4,764
0
24 Feb 2021
TopologyGAN: Topology Optimization Using Generative Adversarial Networks Based on Physical Fields Over the Initial Domain
Zhenguo Nie
Tong Lin
Haoliang Jiang
L. Kara
AI4CE
95
167
0
05 Mar 2020
A Style-Based Generator Architecture for Generative Adversarial Networks
Tero Karras
S. Laine
Timo Aila
262
10,320
0
12 Dec 2018
Graph Convolutional Policy Network for Goal-Directed Molecular Graph Generation
Jiaxuan You
Bowen Liu
Rex Ying
Vijay S. Pande
J. Leskovec
GNN
186
884
0
07 Jun 2018
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
C. Qi
Hao Su
Kaichun Mo
Leonidas J. Guibas
3DH
3DPC
3DV
PINN
219
14,047
0
02 Dec 2016
Image-to-Image Translation with Conditional Adversarial Networks
Phillip Isola
Jun-Yan Zhu
Tinghui Zhou
Alexei A. Efros
SSeg
212
19,387
0
21 Nov 2016
Conditional Image Synthesis With Auxiliary Classifier GANs
Augustus Odena
C. Olah
Jonathon Shlens
GAN
224
3,185
0
30 Oct 2016
Determinantal point processes for machine learning
Alex Kulesza
B. Taskar
160
1,122
0
25 Jul 2012
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