Bio
Yunbei is a PhD student in Urban Studies based at Urban Big Data Centre, University of Glasgow. Her research interest lies in housing decarbonisation and applied ML/DL. She holds a M.Sc. in Data Science (Applied Urban Analytics) from the University of Manchester and a B.Eng. in Urban and Rural Planning from Central South University in China.
Research interests
Her Turing related research aims to study the housing market impacts of building energy efficiency regulations. She will use machine learning, deep learning, and vision language model techniques, leveraging unstructured housing-related datasets (e.g., listing images/texts) to try to measure housing qualities. This work is expected to bring data-driven insights into housing decarbonization and market dynamics.