Dr Yue ZHU
Yue is a Postdoctoral Researcher at Singapore ETH Centre, working on an interdisciplinary joint research project, Comparative Ecology of Cities (CEC). She previously worked as a Postdoctoral Researcher on the CEC project at the Institution of Environmental Engineering at ETH Zurich. She has been a tutor teaching the RC18 Skills Module of the MArch Urban Design programme at UCL Bartlett since 2020.
Publications
- external page Investigating the influence of urban morphology on pluvial flooding: Insights from urban catchments in England (UK) (2024)
- external page Urban expansion simulation with an explainable ensemble deep learning framework (2024)
- external page Anticipating a risky future: long short-term memory (LSTM) models for spatiotemporal extrapolation of population data in areas prone to earthquakes and tsunamis in Lima, Peru (2024)
- external page Simulating urban expansion with interpretable cycle recurrent neural networks (2023)
- external page LSTM models for spatiotemporal extrapolation of population data (2023)
- external page Image super-resolution with dense-sampling residual channel-spatial attention networks for multi-temporal remote sensing image classification (2021)
- external page Multitemporal Relearning With Convolutional LSTM Models for Land Use Classification (2021)
- external page Deep Relearning in the Geospatial Domain for Semantic Remote Sensing Image Segmentation (2020)
- external page Using deep neural networks for predictive modelling of informal settlements in the context of flood risk (2019)
Research Interests
Yue's research interests lie at the intersection of machine learning, geospatial analysis, and urban studies.
Education
Prior to her postdoc, she completed her PhD at the University of Cambridge, UK. The research interests of Yue lie at the intersection of urban resilience, machine learning, and geospatial analysis.
Social Media
- LinkedIn: external page Yue Zhu