Xiaodan Xu
Publications
Viewing 8 of 8 publications
2026
, , , , , , , , , , and . "Traffic, air quality, and health impacts resulting from transport interventions using a regional-scale agent-based transportation system model." Sustainable Cities and Society 141 (2026) 107263.
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2025
, , , , , , , , and . "Improving commercial truck fleet composition in emission modeling using 2021 US VIUS data." International Journal of Sustainable Transportation (2025) 1–19.
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2024
, , , , , , , and . "Macroscopic Emission Modeling of Urban Traffic Using Probe Vehicle Data: A Machine Learning Approach." 2024 IEEE International Conference on Big Data (BigData). IEEE, 2024. 8601–8603.
, , , , and . NAtional Vehicle Itinerary GenerATor (NAVIGAT). 2024.
, , , , , , , , , and . "Macroscopic Traffic Modeling Using Probe Vehicle Data: A Machine Learning Approach." Data Science for Transportation 6.3 (2024).
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, , , , , , , and . "Teaching freight mode choice models new tricks using interpretable machine learning methods." Frontiers in Future Transportation 5 (2024).
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, , , , , , , , , , , , , , , , , and . Behavior, Energy, Autonomy & Mobility Comprehensive Regional Evaluator: Overview, calibration and validation summary of an agent-based integrated regional transportation modeling workflow. Berkeley, 2024.
2023
, , , , , , , , , and . "Leveraging Probe Data and Machine Learning to Derive and Interpret Macroscopic Fundamental Diagrams Across U.S. Cities." 2023 IEEE International Conference on Big Data (BigData). Sorrento, Italy: IEEE, 2023.