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S
Soyoung Ahn
University of Wisconsin-Madison
30
H-index
182
Paper Count
4.0K
Citation Count
0
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Published Papers
58
Publication Date
Publication Date
Impact Factor
Citations
Detecting falsified lane-changing behavior in connected automated vehicles using physics-guided neural networks
Transportation Research Part C-Emerging Technologies
IF
7.9
2026-09-29
0
PRE
AI
Yongju Kim; Xinzhi Zhong; Lei Shi; Wissam Kontar; Sikai Chen; Soyoung Ahn
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Interaction-enhanced lane-change early warning in congested traffic: a spatial risk propagation-aware approach
Transportation Research Part E-Logistics and Transportation Review
IF
8.8
2026-09-01
0
PRE
AI
Zhang, Yue; Zhong, Xinzhi; Ahn, Soyoung; He, Zhengbing; Zou, Yajie
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Optimal measurement of traffic hysteresis under traffic oscillations: A binary integer programming approach
transportation research part b: methodological
IF
0
2026-06-06
0
PRE
AI
Fan Pu; Yang Zhou; Soyoung Ahn; Sixu Li; Wissam Kontar; Xiubin Wang
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Unveiling traffic wave of linear adaptive cruise control: A second-order macroscopic traffic flow model
transportation research part b: methodological
IF
0
2026-05-27
0
OA
AI
Zihao Li; Quyuan Lin; Fan Pu; Soyoung Ahn; Yunlong Zhang; Jiwan Jiang; Yang Zhou
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Capturing behavioral heterogeneity for traffic flow: A scalable and personalized decomposition approach
transportation research part b: methodological
IF
0
2026-04-08
0
PRE
AI
Wissam Kontar; Yongju Kim; Xinzhi Zhong; Soyoung Ahn
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Kinetic Stability and Safety Management Protocols for High-Reactivity Precursors (Zr; Hf; and Si) in Semiconductor Manufacturing: Focusing on Thermal Runaway and Hydrolysis Risks
ACS Chemical Health & Safety
IF
3.4
2026-03-14
0
OA
AI
Tae Hun Kwak; Soyoung Ahn; Kyungjun Kang
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One mile forward, six miles back: A rebound effect in autonomous vehicle adoption
Resources, Conservation and Recycling
IF
10.9
2026-02-26
0
PRE
AI
Wissam Kontar; Omid Armantalab; Soyoung Ahn; Andrea Hicks
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RiskNet: interaction-aware risk forecasting for autonomous driving in long-tail scenarios
Transportation Research Part E: Logistics and Transportation Review
IF
0
2025-10-31
0
PRE
AI
Qichao Liu; Heye Huang; Shiyue Zhao; Lei Shi; Soyoung Ahn; Xiaopeng Li
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Comparative toxicity of tire wear particle leachates: Zinc as a key toxicant affecting development and motility in zebrafish larvae
Journal of Hazardous Materials
IF
11.3
2025-10-27
0
PRE
AI
Beomsu Kim; Songyeon Kim; Rosa Kim; Yunwi Heo; Jungman Jo; Soyoung Ahn; Soyeon Jeon; Sang-Hee Woo; Seokhwan Lee; Jae-Jun Kim; Yeong-Jin Kim; Tae Hwan Shin; June-Woo Park; Wan-Seob Cho
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Physical enhanced residual learning (PERL) framework for vehicle trajectory prediction
COMMUNICATIONS IN TRANSPORTATION RESEARCH
IF
14.5
2025-06-10
0
PRE
AI
Keke Long; Zihao Sheng; Haotian Shi; Xiaopeng Li; Sikai Chen; Soyoung Ahn
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Virtual car following based cooperative control of connected automated vehicles in complex scenarios: A roundabout example
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
IF
7.9
2025-04-01
0
PRE
AI
Li, Meng; Ahn, Soyoung; Zhou, Yang; Li, Sixu
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Understanding heterogeneity of automated vehicles and its traffic-level impact: A stochastic behavioral perspective( vol 164, 104667 , 2024)
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
IF
7.9
2024-12-01
0
PRE
AI
Zhong, Xinzhi; Zhou, Yang; Ahn, Soyoung; Chen, Danjue
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On dynamic fundamental diagrams: Implications for automated vehicles
TRANSPORTATION RESEARCH PART B-METHODOLOGICAL
IF
6.3
2024-11-01
0
PRE
AI
Jiang, Jiwan; Zhou, Yang; Wang, Xin; Ahn, Soyoung
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Toward C-V2X Enabled Connected Transportation System: RSU-Based Cooperative Localization Framework for Autonomous Vehicles
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
IF
8.4
2024-10-01
1
PRE
AI
Huang, Zilin; Chen, Sikai; Pian, Yuzhuang; Sheng, Zihao; Ahn, Soyoung; Noyce, David A.
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A generic stochastic hybrid car-following model based on approximate Bayesian computation
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
IF
7.9
2024-10-01
1
OA
AI
Jiang, Jiwan; Zhou, Yang; Wang, Xin; Ahn, Soyoung
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Planning trajectories for connected and automated vehicle platoon on curved roads: A two-dimensional cooperative approach
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
IF
7.9
2024-08-01
0
PRE
AI
Yao, Shengyue; Zhou, Yang; Friedrich, Bernhard; Ahn, Soyoung
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A Deep Long Short-Term Memory Network Embedded Model Predictive Control Strategies for Car-Following Control of Connected Automated Vehicles in Mixed Traffic
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
IF
8.4
2024-07-01
1
PRE
AI
Zhou, Yang; Zhang, Zhen; Ding, Fan; Ahn, Soyoung; Wu, Keshu; Ran, Bin
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Understanding heterogeneity of automated vehicles and its traffic-level impact: A stochastic behavioral perspective
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
IF
7.9
2024-07-01
2
OA
AI
Zhong, Xinzhi; Zhou, Yang; Ahn, Soyoung; Chen, Danjue
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A strategic approach to handle performance uncertainties in autonomous vehicle's car-following behavior
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
IF
7.9
2024-03-01
1
PRE
AI
Kontar, Wissam; Ahn, Soyoung
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Data-driven analysis for disturbance amplification in car-following behavior of automated vehicles
TRANSPORTATION RESEARCH PART B-METHODOLOGICAL
IF
6.3
2023-08-01
8
OA
AI
Zhou, Yang; Zhong, Xinzhi; Chen, Qian; Ahn, Soyoung; Jiang, Jiwan; Jafarsalehi, Ghazaleh
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Research Directions
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Co-authors
Cooperation Journals
李
李世华
(Shihua Li)
H-index: 106 · Papers: 1.0K
S
Serge Hoogendoorn
H-index: 73 · Papers: 851
B
Bart van Arem
H-index: 59 · Papers: 609
B
Bin Ran
H-index: 53 · Papers: 539
李小鹏
(Xiaopeng Li)
H-index: 52 · Papers: 290
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