Reconstruction of fine-scale turbulence using GAN- and diffusion-based super-resolution models for Urban Air Mobility applications
Bibliographic Data
| ID | 24232686 |
|---|---|
| Authors | Ji-Hye Kim (0000-0003-2822-4383), Sang-Hyun Lee (0000-0002-0406-7814), Ju-Wan Woo (0009-0007-0927-7400), Won Jung (0009-0005-3761-2056), Sunju Lee, Yeji Choi (0000-0002-9053-3964) |
| Year | 2026 |
| Pages | 107978 |
| Publication date | 2026-10-01 |
| Open Access | No |
| Type | ARTICLE |
| Venue | Sustainable Cities and Society (JOURNAL) |
| Journal identifiers | ISSN: 2210-6707 • E-ISSN: 2210-6715 |
| Publisher | Elsevier BV (PUBLISHER) |
| DOI | 10.1016/j.scs.2026.107978 |
| OpenAlex | W7221641151 |
| Language | EN |
| References cited | 43 |
Arecaceae · diffusion models · ESRGAN · generative adversarial networks · latent diffusion models · power spectral density · small-scale turbulence · super-resolution · turbulence spectra · urban air mobility · urban wind field · wind turbine wakes · Advanced Image Processing Techniques · Model Reduction and Neural Networks · Wind and Air Flow Studies
| Highly cited | No |
|---|