Prof. Dr. Wei Huang is a senior researcher in engineering vibration control, vibration isolation, and intelligent structural control, with a strong focus on integrating optimization algorithms and deep learning into vibration analysis and mitigation. His research spans active, semi-active, and passive vibration control, magnetorheological dampers, low-frequency isolation systems, and vibration recognition and prediction using CNNs, ResNet, LSTM, Transformer, and reinforcement learning. He has authored more than 35 peer-reviewed journal papers, including SCI/EI-indexed publications, and contributed to 10+ academic monographs published by Springer Nature and leading Chinese publishers. He has played key roles in the development of national and group standards for engineering vibration control and holds over 25 granted patents, with many more under review. His work has been widely applied in precision equipment, industrial buildings, nuclear and seismic engineering, delivering significant societal and engineering impact.