معرفی
Liang Ma is a Researcher at the Transport Strategy Centre (TSC) within the Centre for Transport Studies at Imperial College London. She holds a PhD from Imperial College London (2021) and an MSc in Transport with Business Management (2014), alongside a BSc in Transport Management and BA in English from Dalian Maritime University (2013). Her research focuses on causal impacts of transport interventions on air quality and public health, leveraging causal inference and machine learning methods.
- Education:
- PhD in Causal Impacts of Transport Interventions on Air Quality, Imperial College London (2017–2021)
- MSc Transport with Business Management, Imperial College London (2014, first-class honors)
- BSc Transport Management & BA English, Dalian Maritime University (2013)
Research Interests: Big data applications in transport and urban planning, job-housing balance analysis, spatiotemporal behavioral studies, public transport assessment, land-use-traffic interactions, and machine learning model development.
- Affiliations:
- Centre for Transport Engineering and Modelling
- Transport Strategy Centre (TSC)
- Awards:
- Outstanding Graduate Award, Dalian Maritime University
Pre-Imperial experience includes 2+ years as a data scientist and urban planner at Beijing Tsinghua Tongheng Urban Planning & Design Institute.