Research output per year
Research output per year
Yanan Xin is an Assistant Professor at the Department of Transport and Planning, and co-director of the DAIMoND (Digitalization & AI for Mobility Network Dynamics) Lab. Her research interests cover interpretable machine learning, spatial causal inference, mobility-based anomaly detection, and the intersection between mobility and energy. Before joining TU Delft, she was a Senior Assistant (Oberassistent) and Lecturer at ETH Zurich, leading the Mobility Information Engineering Lab. She received a Master of Urban Spatial Analytics degree from the University of Pennsylvania and a PhD degree in Geography (Specialization: Geographic Information Science) from the Pennsylvania State University.
With the goal of promoting responsible AI transformation in transportation, my research focuses on developing causality-inspired AI methods that are interpretable and robust to support mobility modeling, prediction, and policy intervention.
Research output: Contribution to journal › Article › Scientific › peer-review
Research output: Contribution to journal › Article › Scientific › peer-review
Research output: Contribution to journal › Article › Scientific › peer-review
Research output: Contribution to journal › Article › Popular
Research output: Book/Report › Report › Popular
Hoogendoorn, S., Houben, G.-J., van Lint, H., Comes, T., Hoogendoorn-Lanser, S., Lagendijk, R. L., Hennipman, M., Demirović, E., Hünneman, M., Thiellier, E., Xin, Y., Caesar, H., Nas, E., Zgonnikov, A., Calvert, S., ter Kuile , R. J., Niessen, N., Schreuder, M., Vroom, O., Schwinn, S., Yorke-Smith, N., Saeednia, M. & Kuijlaars, G.
6/05/25
1 Media contribution
Press/Media: Public Engagement