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Xinzhi Zhong

University of Wisconsin-Madison

975 University Avenue

Madison, WI 53706

United States

  • University of Wisconsin-Madison

SCHOLARLY PAPERS

2

DOWNLOADS

66

TOTAL CITATIONS

0

Scholarly Papers (2)

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1.

Detecting Falsified Lane-Changing Behavior in Connected Automated Vehicles Using Physics-Guided Neural Networks

Number of pages: 28 Posted: 05 Mar 2026
Yongju Kim, Xinzhi Zhong, Lei Shi, Wissam Kontar, Sikai Chen and Soyoung Ahn
University of Wisconsin-Madison, University of Wisconsin-Madison, University of Wisconsin-Madison, University of Nebraska-Lincoln, University of Wisconsin-Madison and University of Wisconsin-Madison
Downloads 36 (1,304,549)

Abstract:

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Anomaly detection, Connected automated vehicle, Lane changing, Physics-guided neural networks

2.

Capturing Behavioral Heterogeneity for Traffic Flow: A Scalable and Personalized Decomposition Approach

Number of pages: 27 Posted: 03 Feb 2026
Wissam Kontar, Yongju Kim, Xinzhi Zhong and Soyoung Ahn
University of Nebraska-Lincoln, University of Wisconsin-Madison, University of Wisconsin-Madison and University of Wisconsin-Madison
Downloads 30 (1,424,331)

Abstract:

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Heterogeneity, Traffic Flow, Driver Models, Human Behavior, Automated Vehicles, Personalization, Decomposition