Transformer self-attention encoder-decoder with multimodal deep learning for response time series forecasting and digital twin support in wind structural health monitoring

Transformer self-attention encoder-decoder with multimodal deep learning for response time series forecasting and digital twin support in wind structural health monitoring explores A transformer-based digital twin system for wind-induced structural response forecasting and early warning of structural changes in bridges.. Commercial viability score: 5/10 in Structural Health Monitoring.