Preliminary Study of Airfoil Design Synthesis Using a Conditional Diffusion Model and Smoothing Method
Generative models such as generative adversarial networks and variational autoencoders are widely used for design synthesis. A diffusion model is another generative model that outperforms GANs and VAEs in image processing. It has also been applied in design synthesis, but was limited to only shape g...
Saved in:
| Main Authors: | Kazuo Yonekura, Yuta Oshima, Masaatsu Aichi |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2024-11-01
|
| Series: | Computation |
| Subjects: | |
| Online Access: | https://www.mdpi.com/2079-3197/12/11/227 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
Airfoil Optimization and Analysis Using Global Sensitivity Analysis and Generative Design
by: Pablo Rouco, et al.
Published: (2025-02-01) -
Aerodynamic Optimization of Airfoil in Wide Range of Operating Conditions Based on Reinforcement Learning
by: Yiting Zhang, et al.
Published: (2025-05-01) -
DiffuSAR: Frequency Domain-Aware Diffusion Model for SAR Image Generation
by: Zilu Ying, et al.
Published: (2025-01-01) -
Denoising diffusion probabilistic models for addressing data limitations in chest X-ray classification
by: Evi M.C. Huijben, et al.
Published: (2024-01-01) -
Conditional diffusion-generated super-resolution for myocardial perfusion MRI
by: Changyu Sun, et al.
Published: (2025-01-01)