Répertoire du corps professoral
Bobin Wang
Professeure adjointe
bobin.wang@gmc.ulaval.ca
Leveraging deep learning for transportation network resilience and climate adaptation
Programme: Fonds d'excellence en recherche Apogée Canada
Organisme(s) subventionnaire(s): Secrétariat des programmes interorganismes à l’intention des établissements
Type de financement: Subvention
Établissement tête: Université de Montréal
Du 1 septembre 2025
au 31 août 2027
Conception de modèles et valorisation de données pour adapter la chaîne de valeur forestière aux perturbations environnementales, économiques et sociales
Programme: Subvention Alliance - Avantage
Organisme(s) subventionnaire(s): Kruger Company, FPInnovations, Domtar Inc., Conseil de recherches en sciences naturelles et génie Canada, Groupe Lebel Inc., Fédération québécoise des coopératives forestières, Ministère des Ressources naturelles et des forêts, Ressources naturelles Canada, Produits forestiers Résolu, Université Laval - Fonds internes
Type de financement: Subvention
Établissement tête: Université Laval
Du 15 août 2025
au 14 août 2030
AI-Driven Optimization for Multimodal >Transportation Networks: Integrating Theoretical Insights with Data-Driven Decision Modeling
Programme: Fonds d'excellence en recherche Apogée Canada
Organisme(s) subventionnaire(s): Secrétariat des programmes interorganismes à l’intention des établissements
Type de financement: Subvention
Établissement tête: Université de Montréal
Du 1 octobre 2024
au 30 septembre 2026
Integrated Multimodal Travel Behavior Analysis under Mobilitu as a Service
Programme: Subventions à la découverte SD (individuelles et d'équipe)
Organisme(s) subventionnaire(s): Conseil de recherches en sciences naturelles et génie Canada
Type de financement: Subvention
Établissement tête: Université Laval
Du 1 avril 2022
au 31 mars 2027
Financements des 2 dernières années
Carrots and sticks : assesing intervention effectiveness for sustainable mobility systems to reduce
Programme: Subventions Missions d’Alliance
Organisme(s) subventionnaire(s): Conseil de recherches en sciences naturelles et génie Canada
Type de financement: Subvention
Établissement tête: Université Concordia
Du 31 mars 2023
au 30 mars 2026
PASA-GES: Exploration du potentiel des alternatives à l'auto-solo pour réduire les GES
Programme: Programme de recherche en partenariat sur la réduction des émissions de gaz à effet de serre
Organisme(s) subventionnaire(s): Fonds de recherche du Québec - Nature et technologies
Type de financement: Subvention
Établissement tête: École polytechnique de Montréal
Du 1 juillet 2022
au 16 décembre 2025
Accompagner les changements de comportements énergivores pour transformer l'environnement et réduire les GES - Projet Accepter
Programme: Programme de recherche en partenariat sur la réduction des émissions de gaz à effet de serre
Organisme(s) subventionnaire(s): Fonds de recherche du Québec - Nature et technologies
Type de financement: Subvention
Établissement tête: Université McGill
Du 1 juillet 2022
au 16 décembre 2024
Publications des 5 dernières années
Transportation and climate behaviors: Comparing difficulty of transportation-related behaviors across different populations Journal of Environmental Psychology, 2026/09. Hamed Naseri, E.O.D. Waygood, Bobin Wang, Jérôme Laviolette. DOI 10.1016/j.jenvp.2026.103173
Analyzing the opinions of Canadians on the impacts of electric vehicles International Journal of Sustainable Transportation, 2026/08/03. Owen Waygood, Hamed Naseri, Jérôme Laviolette, Bobin Wang. DOI 10.1080/15568318.2026.2622353
Energy consumption models for heavy hybrid electric trucks in forest transportation International Journal of Forest Engineering, 2026/06/12. Rahul Iyer, Mikael Rönnqvist, Bobin Wang, William Levesque. DOI 10.1080/14942119.2026.2668908
Role of GHG information presentation in shaping EV preferences: machine learning approach Transportation Research Part D: Transport and Environment, 2026/06. Hamed Naseri, E.O.D. Waygood, Bobin Wang, Ricardo A. Daziano, Matthew Feinberg. DOI 10.1016/j.trd.2026.105329
Transport emissions and climate change: Which actions are the hardest? Case Studies on Transport Policy, 2026/03. E.O.D. Waygood, Hamed Naseri, Bobin Wang, Jérôme Laviolette. DOI 10.1016/j.cstp.2025.101660
On the Resilience Evaluation of Urban Multimodal Transportation Network Considering Dynamic Travel Demand Transportation Research Record: Journal of the Transportation Research Board, 2026/01. Biao Chen, Bobin Wang, Shouzheng Pan, Jianjun Wu, Zhengbing He. DOI 10.1177/03611981251357909
Unraveling energy demand in battery electric bus operations through an explainable machine learning approach using real-world cold-climate data Energy, 2025/12. Xuelin Tian, Bobin Wang, Ziyu Wang, Shuyan Wan, He Peng, Chunjiang An. DOI 10.1016/j.energy.2025.139256
Evolutionary optimization for neural network-based discrete choice modeling: enhancing stability and efficiency Transportation, 2025/11/11. Hamid Hasanzadeh, Bobin Wang, Mikael Rönnqvist, Rayane Badji, Aditya Verma. DOI 10.1007/s11116-025-10682-x
The potential of battery electric trucks in forest transportation Research in Transportation Business & Management, 2025/10. Rahul Iyer, Bobin Wang, Mikael Rönnqvist. DOI 10.1016/j.rtbm.2025.101461
Assessment of energy efficiency of battery electric buses in cold regions Transportation Research Part D: Transport and Environment, 2025/10. Xuelin Tian, Mingyu Zhai, Shuyan Wan, He Peng, Zhikun Chen, Bobin Wang, Chunjiang An. DOI 10.1016/j.trd.2025.104934
Traffic Safety Measures and Assessment Applied Sciences, 2025/09/29. Juan Li, Bobin Wang. DOI 10.3390/app151910532
Dynamic Life Cycle Assessment of Low-Carbon Transition in Asphalt Pavement Maintenance: A Multi-Scale Case Study Under China’s Dual-Carbon Target Sustainability, 2025/07/17. Luyao Zhang, Wei Tian, Bobin Wang, Xiaomin Dai. DOI 10.3390/su17146540
Distractions or long waits? Impacts on risky crossing behaviour IATSS Research, 2025/07. Mohsen Miladi, E. Owen D. Waygood, Marie-Soleil Cloutier, Bobin Wang, Zeinab Ali Yas. DOI 10.1016/j.iatssr.2025.05.001
Exploring the potential adoption of Mobility-as-a-Service in Beijing: A spatial agent-based model Transportation Research Part A: Policy and Practice, 2025/04. Justin Hayse Chiwing G. Tang, Junbei Liu, Anthony Chen, Bobin Wang, Chengxiang Zhuge, Xiong Yang. DOI 10.1016/j.tra.2025.104430
Moral Reframing Effects on Willingness to Pay for Greenhouse Gas Emissions Reduction 2025. Mahdie Asl-Javadian, Bobin Wang, E. O. D. Waygood, Hamed Naseri, Xun Ji. DOI 10.1007/978-3-031-95115-2_12
Travel mode choice prediction: developing new techniques to prioritize variables and interpret black-box machine learning techniques Transportation Planning and Technology, 2024/10/07. Hamed Naseri, E.O.D. Waygood, Zachary Patterson, Meredith Alousi-Jones, Bobin Wang. DOI 10.1080/03081060.2024.2411611
Do one’s moral foundations impact how they respond to information on climate change emissions? A vehicle choice experiment Transportation Research Part F: Traffic Psychology and Behaviour, 2024/10. Bobin Wang, E.O.D. Waygood, Xun Ji, Mahdie Asl Javadian, Long Pan, Matthew Feinberg. DOI 10.1016/j.trf.2024.07.026
Who is more likely to buy electric vehicles? Transport Policy, 2024/09. Hamed Naseri, E.O.D. Waygood, Zachary Patterson, Bobin Wang. DOI 10.1016/j.tranpol.2024.06.013
Interpretable Machine Learning Approach to Predicting Electric Vehicle Buying Decisions Transportation Research Record: Journal of the Transportation Research Board, 2023/12. Hamed Naseri, E.O.D. Waygood, Bobin Wang, Zachary Patterson. DOI 10.1177/03611981231169533
How to effectively communicate about greenhouse gas emissions with different populations Environmental Science & Policy, 2023/09. Bobin Wang, E.O.D. Waygood, Xun Ji, Hamed Naseri, Alex L. Loiselle, Ricardo A. Daziano, Zachary Patterson, Matthew Feinberg. DOI 10.1016/j.envsci.2023.05.015
Application of Machine Learning to Child Mode Choice with a Novel Technique to Optimize Hyperparameters International Journal of Environmental Research and Public Health, 2022/12/15. Hamed Naseri, Edward Owen Douglas Waygood, Bobin Wang, Zachary Patterson. DOI 10.3390/ijerph192416844
Insight into the nonlinear effect of COVID-19 on well-being in China: Commuting, a vital ingredient Journal of Transport & Health, 2022/12. Yinan Dong, Yilin Sun, E. Owen D. Waygood, Bobin Wang, Pei Huang, Hamed Naseri. DOI 10.1016/j.jth.2022.101526
Car Purchase Intention Modeling in the Context of COVID-19: An Integrated Analysis of Impact Range and Impact Asymmetry Journal of Advanced Transportation, 2022/09/20. Xiaoyu Zhang, Chunfu Shao, Bobin Wang, Shichen Huang, Xiong Yang. DOI 10.1155/2022/9401386
Exploring the Role of Shared Mobility in Alleviating Private Car Dependence and On-Road Carbon Emissions in the Context of COVID-19 Frontiers in Environmental Science, 2022/07/22. Xiaoyu Zhang, Chunfu Shao, Bobin Wang, Shichen Huang, Xueyu Mi, Yan Zhuang. DOI 10.3389/fenvs.2022.931763
The Impact of COVID-19 on Travel Mode Choice Behavior in Terms of Shared Mobility: A Case Study in Beijing, China International Journal of Environmental Research and Public Health, 2022/06/10. Xiaoyu Zhang, Chunfu Shao, Bobin Wang, Shichen Huang. DOI 10.3390/ijerph19127130
The climate change stage of change measure: vehicle choice experiment Journal of Environmental Planning and Management, 2022/06/07. E. O. D. Waygood, Bobin Wang, Ricardo A. Daziano, Zachary Patterson, Markéta Braun Kohlová. DOI 10.1080/09640568.2021.1913107
A Novel Feature Selection Technique to Better Predict Climate Change Stage of Change Sustainability, 2021/12/21. Hamed Naseri, E. Owen D. Waygood, Bobin Wang, Zachary Patterson, Ricardo A. Daziano. DOI 10.3390/su14010040
Does hedonic framing improve people’s willingness-to-pay for vehicle greenhouse gas emissions? Transportation Research Part D: Transport and Environment, 2021/09. Bobin Wang, E.O.D. Waygood, Ricardo A. Daziano, Zachary Patterson, Matthew Feinberg. DOI 10.1016/j.trd.2021.102973
Reframing greenhouse gas emissions information presentation on the Environmental Protection Agency’s new-vehicle labels to increase willingness to pay Journal of Cleaner Production, 2021/01. R. Daziano, E.O.D. Waygood, Z. Patterson, M. Feinberg, B. Wang. DOI 10.1016/j.jclepro.2020.123669
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