Structural dynamic response synthesis: A transformer-based time-series GAN approach
This study introduces a novel Transformer-based Time-Series Generative Adversarial Network (TTS-GAN) for synthesizing structural dynamic responses, addressing the critical challenge of data scarcity in structural health monitoring (SHM). Unlike existing methods, TTS-GAN generates realistic multi-cha...
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Elsevier
2025-06-01
|
| Series: | Results in Engineering |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S2590123025016196 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|