Siqi Shu is currently a Research Assistant at the ZJU-UIUC Institute, Zhejiang University. Her research interests lie in smart mobility and its sustainable impacts, with a central focus on understanding how smart mobility innovations might become embedded in society in China using quantitative methods, in order to improve the behavioural realism of strategies and policies seeking to support deployment of these innovations, and avoid undue optimism of them.