Regular biography
Fangce Guo is a Senior Teaching Fellow in the Department of Civil Engineering at Imperial College London. Their professional contact details include an email address of fangce.guo@imperial.ac.uk and a profile page accessible at https://profiles.imperial.ac.uk/fangce.guo. Currently, no specific research areas or additional achievements are provided in the available information.
Scholar-generated biography
Fangce Guo is a Senior Teaching Fellow at Imperial College London, specializing in Intelligent Transport Systems. His research focuses on enhancing traffic prediction and management through advanced data analytics and machine learning techniques. Guo's work explores short-term traffic forecasting using deep learning models such as stacked LSTM networks and convolutional neural networks. He also investigates traffic incident detection, anomaly identification, and the integration of electric vehicles into urban mobility systems. His research emphasizes computational efficiency, data fusion, and the application of explainable AI in transportation planning. Guo's contributions address challenges in urban traffic management, including the impact of electric vehicle charging on household energy demand and the optimization of autonomous vehicle operations.