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高

高自友 (Ziyou Gao)

Beijing Jiaotong University

68H-index
498Paper Count
1.7WCitation Count
Published Papers 233
Publication Date
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A scalable and generic framework for city-wide traffic prediction with large language model
errNature Communications
IF15.7
err2026-05-26
err0
errOAAI
errJinlei Zhang; Congwang Deng; Lixing Yang; Shuxin Zhang; Daoping Wang; Jianxi Gao; Ziyou Gao
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errSave
Integrated bus bridging service design and vehicle scheduling considering passenger flow control strategy in an oversaturated metro network: A Lagrangian heuristic based on column generation
errtransportation research part b: methodological
IF0
err2026-03-02
err0
PREAI
errJiawei Geng; Chuntian Zhang; Lixing Yang; Yuan Gao; Ziyou Gao
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errSave
Coordinating transfers between bus and metro train in real time: A logic-based branch-and-bound method
errtransportation research part b: methodological
IF0
err2026-02-24
err0
PREAI
errYin Yuan; Shukai Li; Ronghui Liu; Lixing Yang; Ziyou Gao
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errSave
Demand-driven timetabling and vehicle scheduling optimization for electric bus transit lines
errTransportation Research Part C: Emerging Technologies
IF0
err2025-12-06
err0
PREAI
errJinpeng Liang; Chenghao Zhuang; Haitao Liu; Ziyou Gao
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errSave
Mitigate the range anxiety: two-stage optimization for the electric vehicle routing problem with time windows and battery status uncertainty
errTransportation Research Part E: Logistics and Transportation Review
IF0
err2025-10-30
err0
PREAI
errZijian Yuan; Tao Wang; Junfang Tian; Jing Zhang; Jianfeng Zheng; Jianjun Wu; Ziyou Gao
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errSave
Detecting shifts in urban rail passenger behavior during emergencies: A data-driven comparative approach
errTransportation Research Part C: Emerging Technologies
IF0
err2025-10-10
err0
PREAI
errQiuchi Xue; Xin Yang; Xiqun (Michael) Chen; Jianjun Wu; Ziyou Gao
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errSave
A geometric cognition pedestrian dynamics model considering heterogeneous collision avoidance behaviors
errtransportation research part b methodological
IF0
err2025-09-01
err0
PREAI
errBohan Li; Yunchao Qu; Yao Xiao; Jianjun Wu; Ziyou Gao
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errSave
Oscillation Growth in Mixed Traffic of Human-Driven and Automated Vehicles in Both Experimental Study and Simulation
errTRANSPORTATION SCIENCE
IF4.8
err2025-09-01
err0
PREAI
errZheng, Shi-Teng; Jiang, Rui; Zhang, H. M.; Tian, Junfang; Yan, Ruidong; Jia, Bin; Gao, Ziyou
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errSave
Integrated optimisation of train stop planning and timetabling in a railway network: a stochastic optimisation approach
errtransportmetrica a transport science
IF0
err2025-07-18
err0
PREAI
errChuntian Zhang; Jianguo Qi; Kai Yang; Lixing Yang; Ziyou Gao; Yuan Gao
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errSave
Real-time train rescheduling optimization with combined cross-line strategies for urban rail network
errtransportation research part e logistics and transportation review
IF0
err2025-07-08
err0
PREAI
errEntai Wang; Yin Yuan; Pengli Mo; Andrea D’Ariano; Lixing Yang; Ziyou Gao
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errSave
Energy-efficient multi-curve optimization in urban rail transit: Stability enhancement under operational uncertainties and curve adjustments
errTRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
IF7.9
err2025-07-01
err0
PREAI
errLian, Deheng; Chen, Zebin; Mo, Pengli; Gao, Ziyou; D'Ariano, Andrea
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errSave
Adaptive capacity for multimodal transport network resilience to extreme floods
errNature Sustainability
IF27.1
err2025-06-25
err0
PREAI
errChunhong Li; Weiping Wang; Albert Solé-Ribalta; Javier Borge-Holthoefer; Bin Jia; Zhiyuan Liu; Bin Yu; Ziyou Gao; Jianxi Gao
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errSave
Quantifying extreme failure scenarios in transportation systems with graph learning
errPATTERNS
IF7.4
err2025-04-01
err0
errOAAI
errGuo, Mingxue; Zhao, Tingting; Gao, Jianxi; Meng, Xin; Gao, Ziyou
errShare
errSave
Reservation reward-based approach for reducing energy consumption peaks in urban rail transit
errAPPLIED ENERGY
IF11
err2025-04-01
err0
PREAI
errDing, Meiling; Guo, Xin; Shang, Wen-Long; Wu, Jianjun; Gao, Ziyou
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errSave
Hidden high-risk states identification from routine urban traffic
errPNAS NEXUS
IF3.8
err2025-03-12
err0
errOAAI
errLiu, Shiyan; Bai, Mingyang; Guo, Shengmin; Gao, Jianxi; Sun, Huijun; Gao, Zi-You; Li, Daqing
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errSave
Quantifying contributions of geographical features to urban GDP outputs via interpretable machine learning
errSUSTAINABLE CITIES AND SOCIETY
IF12
err2025-03-01
err0
PREAI
errZhang, Peiran; Guo, Haonan; Ribeiro, Fabiano L.; Kirillov, Pavel L.; Makhrova, Alla G.; Gao, Ziyou
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errSave
Revealing the impacts of COVID-19 pandemic on intercity truck transport: New insights from big data analytics
errTRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
IF7.9
err2024-12-01
err0
PREAI
errYang, Yitao; Jia, Bin; Yang, Zhenzhen; Yan, Xiao-Yong; Zheng, Shi-Teng; Liu, Jialin; Song, Dongdong; Ji, Hao; Gao, Ziyou
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errSave
Self-adaptive equation embedded neural networks for traffic flow state estimation with sparse data
errPHYSICS OF FLUIDS
IF4.3
err2024-10-22
err2
PREAI
errSu, Yuan-Bo; Lu, Xing; Li, Shu-Kai; Yang, Li-Xing; Gao, Ziyou
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errSave
Modelling an emission trading scheme based on a dual-market mechanism in multimode networks with customised bus services
errTRANSPORTMETRICA A-TRANSPORT SCIENCE
IF3.1
err2024-10-09
err0
PREAI
errZhang, Wenyi; Ren, Hualing; Gao, Zaihan; Gao, Ziyou
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errSave
Understanding the Resilience of Urban Rail Transit: Concepts, Reviews, and Trends
errENGINEERING
IF11.6
err2024-10-01
err1
errOAAI
errWei, Yun; Yang, Xin; Xiao, Xiao; Ma, Zhiao; Zhu, Tianlei; Dou, Fei; Wu, Jianjun; Chen, Anthony; Gao, Ziyou
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errSave

Research Directions

交通运输工程交通运输系统分析与集成复杂系统建模优化与分析系统控制理论与应用系统科学控制科学与工程交通运输规划与管理运输组织理论与技术城市交通工程理论与技术智能运输系统理论与技术复杂系统的建模服务科学理论与信息化应用交通运输（专业学位）
Co-authors
Cooperation Journals
H
H. Eugene Stanley
H-index: 188 · Papers: 2.0K
A
Albert-Ĺaszló Barabási
H-index: 150 · Papers: 662
S
Shlomo Havlin
H-index: 130 · Papers: 1.0K
H
Hai Yang
H-index: 89 · Papers: 632
陈
陈勇 (Yong Chen)
H-index: 76 · Papers: 1.2K
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