By Dr Wei Liu

Journal articles

Zhang Z; Zhang F; Liu W; Yang H, 2025, 'On the service differentiation for parking sharing', Transportation Research Part C: Emerging Technologies, 170, http://dx.doi.org/10.1016/j.trc.2024.104915

Zhong L; Xu G; Liu W, 2024, 'Energy-efficient and demand-driven train timetable optimization with a flexible train composition mode', Energy, 305, http://dx.doi.org/10.1016/j.energy.2024.132183

Xi H; Aussel D; Liu W; Waller ST; Rey D, 2024, 'Single-leader multi-follower games for the regulation of two-sided mobility-as-a-service markets', European Journal of Operational Research, 317, pp. 718 - 736, http://dx.doi.org/10.1016/j.ejor.2022.06.041

Li C; Liu W; Yang H, 2024, 'Deep causal inference for understanding the impact of meteorological variations on traffic', Transportation Research Part C: Emerging Technologies, 165, http://dx.doi.org/10.1016/j.trc.2024.104744

Gong Z; Liu W; Zhang F, 2024, 'Residential location choices and commuting patterns considering telecommuting', Transport Policy, 153, pp. 54 - 67, http://dx.doi.org/10.1016/j.tranpol.2024.05.010

Li C; Liu W, 2024, 'Multimodal Transport Demand Forecasting via Federated Learning', IEEE Transactions on Intelligent Transportation Systems, 25, pp. 4009 - 4020, http://dx.doi.org/10.1109/TITS.2023.3325936

Sun W; Zhang F; Liu W; He Q, 2024, 'Optimal Control of Connected Autonomous Vehicles in a Mixed Traffic Corridor', IEEE Transactions on Intelligent Transportation Systems, 25, pp. 4206 - 4218, http://dx.doi.org/10.1109/TITS.2023.3324926

Xu G; Zhong L; Liu W; Guo J, 2024, 'A flexible train composition strategy with extra-long trains for high-speed railway corridors with time-varying demand', Transportation Research Part B: Methodological, 179, http://dx.doi.org/10.1016/j.trb.2023.102875

Xu P; Liu TL; Tian Q; Si B; Liu W; Huang HJ, 2024, 'Estimation of schedule preference and crowding perception in urban rail corridor commuting: An inverse optimization method', Transportation Research Part B: Methodological, http://dx.doi.org/10.1016/j.trb.2024.103023

He Q; Ma M; Li C; Liu W, 2024, 'Learning and managing stochastic network traffic dynamics: an iterative and interactive approach', Transportmetrica B, 12, http://dx.doi.org/10.1080/21680566.2024.2303050

Wang S; Wang X; Yang C; Zhang X; Liu W, 2024, 'Optimizing OD-based up-front discounting strategies for enroute ridepooling services', Transportation Research Part B: Methodological, http://dx.doi.org/10.1016/j.trb.2024.103013

Zhou B; Liu W; Yang H, 2023, 'Unmanned aerial vehicle service network design for urban monitoring', Transportation Research Part C: Emerging Technologies, 157, http://dx.doi.org/10.1016/j.trc.2023.104406

Xu G; Guo J; Zhong L; Zhang F; Liu W, 2023, 'Optimal capacity allocation for high-speed railway express delivery', Computers and Industrial Engineering, 185, http://dx.doi.org/10.1016/j.cie.2023.109683

Ma M; Chen Y; Liu W; Waller ST, 2023, 'An economic analysis of a multi-modal transportation system with ride-sourcing services and multi-class users', Transport Policy, 140, pp. 1 - 17, http://dx.doi.org/10.1016/j.tranpol.2023.06.008

Xu G; Liu Y; Gao Y; Liu W, 2023, 'Integrated optimization of train stopping plan and seat allocation scheme for railway systems under equilibrium travel choice and elastic demand', Transportation Research Part E: Logistics and Transportation Review, 177, http://dx.doi.org/10.1016/j.tre.2023.103231

Xu G; Gao Y; Liu W, 2023, 'Pareto-improving seat allocation for high-speed railway networks with equilibrium flows', Transportation Research Part C: Emerging Technologies, 154, http://dx.doi.org/10.1016/j.trc.2023.104261

Zhang Z; Liu W; Zhang F, 2023, 'On the joint network equilibrium of parking and travel choices under mixed traffic of shared and private autonomous vehicles', Transportation Research Part C: Emerging Technologies, 153, http://dx.doi.org/10.1016/j.trc.2023.104226

Ma M; Zhang F; Liu W; Dixit V, 2023, 'On urban co-modality: Non-cooperative and cooperative games among freight forwarder, carrier and transit operator', Transportation Research Part C: Emerging Technologies, 153, http://dx.doi.org/10.1016/j.trc.2023.104234

Wei B; Du B; Saberi M; Waller ST; Liu W, 2023, 'On ride-sourcing services of electric vehicles considering cruising for charging and parking', Transportation Research Part D: Transport and Environment, 118, http://dx.doi.org/10.1016/j.trd.2023.103716

Zhang X; Liu W; Levin M; Travis Waller S, 2023, 'Equilibrium analysis of morning commuting and parking under spatial capacity allocation in the autonomous vehicle environment', Transportation Research Part E: Logistics and Transportation Review, 172, http://dx.doi.org/10.1016/j.tre.2023.103071

Xi H; Liu W; Waller ST; Hensher DA; Kilby P; Rey D, 2023, 'Incentive-compatible mechanisms for online resource allocation in Mobility-as-a-Service systems', Transportation Research Part B: Methodological, 170, pp. 119 - 147, http://dx.doi.org/10.1016/j.trb.2023.02.011

Gong Z; Zhang F; Liu W; Graham DJ, 2023, 'On the effects of airport capacity expansion under responsive airlines and elastic passenger demand', Transportation Research Part B: Methodological, 170, pp. 48 - 76, http://dx.doi.org/10.1016/j.trb.2023.02.010

Liu Q; Jiang R; Liu W; Gao Z, 2023, 'Departure time choices in the morning commute with a mixed distribution of capacity', Transportation Research Part C: Emerging Technologies, 147, http://dx.doi.org/10.1016/j.trc.2022.104011

Li C; Bai L; Yao L; Waller ST; Liu W, 2023, 'A bibliometric analysis and review on reinforcement learning for transportation applications', Transportmetrica B, 11, http://dx.doi.org/10.1080/21680566.2023.2179461

Najmi A; Waller T; Liu W; Rashidi TH, 2023, 'Integration of ridesharing and activity travel pattern generation', Transportmetrica A: Transport Science, http://dx.doi.org/10.1080/23249935.2023.2241570

Xu G; Chen Y; Liu W, 2023, 'Joint optimisation of park-and-ride facility locations and alternate traffic restriction scheme under equilibrium flows', Transportmetrica A: Transport Science, 19, http://dx.doi.org/10.1080/23249935.2022.2077468

Salman MS; Lai Q; Luo X; Pratthana C; Rambhujun N; Costalin M; Wang T; Sapkota P; Liu W; Grahame A; Tupe J; Aguey-Zinsou KF, 2022, 'The power of multifunctional metal hydrides: A key enabler beyond hydrogen storage', Journal of Alloys and Compounds, 920, http://dx.doi.org/10.1016/j.jallcom.2022.165936

Lilasathapornkit T; Rey D; Liu W; Saberi M, 2022, 'Traffic assignment problem for footpath networks with bidirectional links', Transportation Research Part C: Emerging Technologies, 144, http://dx.doi.org/10.1016/j.trc.2022.103905

Wei B; Zhang X; Liu W; Saberi M; Waller ST, 2022, 'Capacity allocation and tolling-rewarding schemes for the morning commute with carpooling', Transportation Research Part C: Emerging Technologies, 142, http://dx.doi.org/10.1016/j.trc.2022.103789

Zhang F; Lindsey R; Yang H; Shao C; Liu W, 2022, 'Two-sided pricing strategies for a parking sharing platform: Reselling or commissioning?', Transportation Research Part B: Methodological, 163, pp. 40 - 63, http://dx.doi.org/10.1016/j.trb.2022.06.009

Hu H; Du B; Liu W; Perez P, 2022, 'A joint optimisation model for charger locating and electric bus charging scheduling considering opportunity fast charging and uncertainties', Transportation Research Part C: Emerging Technologies, 141, http://dx.doi.org/10.1016/j.trc.2022.103732

Xu K; Saberi M; Liu W, 2022, 'Dynamic pricing and penalty strategies in a coupled market with ridesourcing service and taxi considering time-dependent order cancellation behaviour', Transportation Research Part C: Emerging Technologies, 138, http://dx.doi.org/10.1016/j.trc.2022.103621

Ma M; Zhang F; Liu W; Dixit V, 2022, 'A game theoretical analysis of metro-integrated city logistics systems', Transportation Research Part B: Methodological, 156, pp. 14 - 27, http://dx.doi.org/10.1016/j.trb.2021.12.005

Liu W; Zhang F; Wang X; Shao C; Yang H, 2022, 'Unlock the Sharing Economy: The Case of the Parking Sector for Recurrent Commuting Trips', Transportation Science, 56, pp. 338 - 357, http://dx.doi.org/10.1287/trsc.2021.1103

Xu G; Zhong L; Hu X; Liu W, 2022, 'Optimal pricing and seat allocation schemes in passenger railway systems', Transportation Research Part E: Logistics and Transportation Review, 157, pp. 102580 - 102580, http://dx.doi.org/10.1016/j.tre.2021.102580

Wu W; Liu Y; Liu W; Zhang F; Dixit V; Waller ST, 2021, 'Autonomous Intersection Management for Connected and Automated Vehicles: A Lane-Based Method', IEEE Transactions on Intelligent Transportation Systems, pp. 1 - 16, http://dx.doi.org/10.1109/tits.2021.3136910

Zhao R; Liu W; Zhang F; Koo T; Lodewijks G, 2021, 'Passenger shuttle service network design in an airport', Transportmetrica B: Transport Dynamics, 10, pp. 1099 - 1125, http://dx.doi.org/10.1080/21680566.2021.2008279

Li C; Bai L; Liu W; Yao L; Waller ST, 2021, 'A multi-task memory network with knowledge adaptation for multimodal demand forecasting', Transportation Research Part C: Emerging Technologies, 131, pp. 103352, http://dx.doi.org/10.1016/j.trc.2021.103352

Zhang F; Liu W, 2021, 'An economic analysis of integrating bike sharing service with metro systems', Transportation Research Part D: Transport and Environment, 99, pp. 103008, http://dx.doi.org/10.1016/j.trd.2021.103008

Wu W; Liu W; Zhang F; Dixit V, 2021, 'A New Flexible Parking Reservation Scheme for the Morning Commute under Limited Parking Supplies', Networks and Spatial Economics, 21, pp. 513 - 545, http://dx.doi.org/10.1007/s11067-021-09538-5

Liu W; Zhang F; Yang H, 2021, 'Modeling and managing the joint equilibrium of destination and parking choices under hybrid supply of curbside and shared parking', Transportation Research Part C: Emerging Technologies, 130, pp. 103301, http://dx.doi.org/10.1016/j.trc.2021.103301

Wang X; Wang J; Guo L; Liu W; Zhang X, 2021, 'A convex programming approach for ridesharing user equilibrium under fixed driver/rider demand', Transportation Research Part B: Methodological, 149, pp. 33 - 51, http://dx.doi.org/10.1016/j.trb.2021.04.007

Xu G; Liu W; Wu R; Yang H, 2021, 'A double time-scale passenger assignment model for high-speed railway networks with continuum capacity approximation', Transportation Research Part E: Logistics and Transportation Review, 150, pp. 102305, http://dx.doi.org/10.1016/j.tre.2021.102305

Li C; Bai L; Liu W; Yao L; Waller ST, 2021, 'Urban mobility analytics: A deep spatial-temporal product neural network for traveler attributes inference', TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 124, http://dx.doi.org/10.1016/j.tre.2020.102921

Li C; Bai L; Liu W; Yao L; Travis Waller S; Waller ST, 2021, 'Urban mobility analytics: A deep spatial–temporal product neural network for traveler attributes inference', Transportation Research Part C: Emerging Technologies, 124, pp. 102921, http://dx.doi.org/10.1016/j.trc.2020.102921

Liu W; Qu X; Sumalee A; Geroliminis N, 2021, 'Integrated analysis for Transportation Systems in the Connected Era', Transportmetrica A: Transport Science, 17, pp. 169 - 170, http://dx.doi.org/10.1080/23249935.2020.1810821

Ma M; Liu W; Li X; Zhang F; Jian S; Dixit V, 2021, 'Quantifying service-reliability-based day-to-day evolution of travel choices in public transit systems with smart transit card data', Transportmetrica B, 9, pp. 519 - 551, http://dx.doi.org/10.1080/21680566.2021.1916645

Yang Z; Li C; Jiao J; Liu W; Zhang F, 2020, 'On the joint impact of high-speed rail and megalopolis policy on regional economic growth in China', Transport Policy, 99, pp. 20 - 30, http://dx.doi.org/10.1016/j.tranpol.2020.08.007

Wu W; Liu Y; Liu W; Wu GH; Ma WJ, 2020, 'A Novel Autonomous Vehicle Trajectory Planning and Control Model for Connected-and-Autonomous Intersections', Zidonghua Xuebao/Acta Automatica Sinica, 46, pp. 1971 - 1985, http://dx.doi.org/10.16383/j.aas.c190002

Gu Z; Najmi A; Saberi M; Liu W; Rashidi TH, 2020, 'Macroscopic parking dynamics modeling and optimal real-time pricing considering cruising-for-parking', Transportation Research Part C: Emerging Technologies, 118, pp. 102714, http://dx.doi.org/10.1016/j.trc.2020.102714

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