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: Working paper/Preprint › Preprint
Research output: Contribution to journal › Article › Scientific › peer-review
Research output: Working paper/Preprint › Preprint
Serge Hoogendoorn, Geert-Jan Houben, Hans van Lint, Tina Comes, Sascha Hoogendoorn-Lanser, R.L. Lagendijk, Marco Hennipman, Emir Demirović, Mark Hünneman, Eelco Thiellier, Yanan Xin, Holger Caesar, Edwin Nas, Arkady Zgonnikov, Simeon Calvert, Robert Jan ter Kuile , Nathalie Niessen, Marco Schreuder, Olaf Vroom, Sebastian Schwinn, Neil Yorke-Smith, Mahnam Saeednia & Gerard Kuijlaars
6/05/25
1 Media contribution
Press/Media: Public Engagement