Leizhen Wang
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View article: Group Effect Enhanced Generative Adversarial Imitation Learning for Individual Travel Behavior Modeling under Incentives
Group Effect Enhanced Generative Adversarial Imitation Learning for Individual Travel Behavior Modeling under Incentives Open
Understanding and modeling individual travel behavior responses is crucial for urban mobility regulation and policy evaluation. The Markov decision process (MDP) provides a structured framework for dynamic travel behavior modeling at the i…
View article: RNA silencing response in chloroplast-replicating viroid siRNA biogenesis in plants
RNA silencing response in chloroplast-replicating viroid siRNA biogenesis in plants Open
RNA silencing represents a cellular regulatory and defence mechanism in eukaryotes across kingdoms. In plants, a combined functionality of DCL2 and DCL3 is crucial for their synergistic defence against whilst DCL4 is required for nucleus-r…
View article: Reinforcement Learning-based Sequential Route Recommendation for System-Optimal Traffic Assignment
Reinforcement Learning-based Sequential Route Recommendation for System-Optimal Traffic Assignment Open
Modern navigation systems and shared mobility platforms increasingly rely on personalized route recommendations to improve individual travel experience and operational efficiency. However, a key question remains: can such sequential, perso…
View article: LingoTrip: Spatiotemporal context prompt driven large language model for individual trip prediction
LingoTrip: Spatiotemporal context prompt driven large language model for individual trip prediction Open
Large language models (LLMs) showed superior performance in many language-related tasks. It is promising to model the individual mobility prediction problem as a language model and use pretrained LLMs to predict the individual next trip in…
View article: Data-driven causal behaviour modelling from trajectory data: A case for fare incentives in public transport
Data-driven causal behaviour modelling from trajectory data: A case for fare incentives in public transport Open
Behaviour modelling has been widely explored using both statistical and machine learning techniques, primarily relying on analyzing correlations to understand passenger responses under different conditions and scenarios. However, correlati…
View article: Data-driven analysis and modeling of individual longitudinal behavior response to fare incentives in public transport
Data-driven analysis and modeling of individual longitudinal behavior response to fare incentives in public transport Open
Incentive-based public transport demand management (PTDM) can effectively mitigate overcrowding issues in crowded urban rail systems. Analyzing passengers’ behavioral responses to the incentive can guide the design, implementation, and upd…
View article: Evaluating impact of remote-access cyber-attack on lane changes for connected automated vehicles
Evaluating impact of remote-access cyber-attack on lane changes for connected automated vehicles Open
Connected automated vehicles (CAVs) rely heavily on intelligent algorithms and remote sensors. If the control center or on-board sensors are under cyber-attack due to the security vulnerability of wireless communication, it can cause signi…
View article: Study on the sliding bearing of hot dip galvanized sinking roll
Study on the sliding bearing of hot dip galvanized sinking roll Open
As a key component in the hot-dip galvanizing production line, the sink roller ends of the sliding bearing is affected by the high-temperature zinc liquid corrosion wear, which leads to frequent stop for maintenance. The galvanizing indust…
View article: Human‐centric multimodal deep (HMD) traffic signal control
Human‐centric multimodal deep (HMD) traffic signal control Open
Reinforcement learning (RL)‐based models have been widely studied for traffic signal control with objectives, such as minimizing vehicle delay and queue length, maximizing vehicle throughput, and improving road safety, through tailored rew…
View article: Study on Lubricating Performance of Soft Slider Bearing in Conformal Contact
Study on Lubricating Performance of Soft Slider Bearing in Conformal Contact Open
In this paper, the lubricating performance of soft slider bearing in conformal contact is analyzed. Compared with the hard slider, the soft slider will have greater elastic deformation under low pressure. Three kinds of sliders with differ…
View article: A hybrid metaheuristic algorithm for the multi-objective location-routing problem in the early post-disaster stage
A hybrid metaheuristic algorithm for the multi-objective location-routing problem in the early post-disaster stage Open
Disasters such as earthquakes, typhoons, floods and COVID-19 continue to threaten the lives of people in all countries. In order to cover the basic needs of the victims, emergency logistics should be implemented in time. Location-routing p…
View article: Experimental and Theoretical Study on the Critical Breaking Velocity of Marine Natural Gas Hydrate Sediments Breaking by Water Jet
Experimental and Theoretical Study on the Critical Breaking Velocity of Marine Natural Gas Hydrate Sediments Breaking by Water Jet Open
Water jet technology is a key technology in the marine natural gas hydrate (NGH) solid fluidization mining method. As an important parameter in water jet breaking NGH sediments technology, the critical breaking velocity of NGH sediments is…
View article: Development of Marine Natural Gas Hydrate Mining Technology and Equipment
Development of Marine Natural Gas Hydrate Mining Technology and Equipment Open
Natural gas hydrate, especially marine natural gas hydrate, is a new clean unconventional energy which is expected to replace the traditional fossil energies. The global reserve for the natural gas hydrate is rich; but its exploitation is …
View article: A Downhole Hydrocyclone for the Recovery of Natural Gas Hydrates and Desanding: The CFD Simulation of the Flow Field and Separation Performance
A Downhole Hydrocyclone for the Recovery of Natural Gas Hydrates and Desanding: The CFD Simulation of the Flow Field and Separation Performance Open
The application of a hydrocyclone to recycle NGH and desand during NGH exploitation is a novel idea. The flow field and performance of this hydrocyclone is in the frontier of the research in this field and is unclear so far. This research …
View article: Construction of Higher Education Faculty Team Based on "Double 10-thousand Plan"
Construction of Higher Education Faculty Team Based on "Double 10-thousand Plan" Open
The strategy of "double 10-thousand plan" has opened up a new era for the construction of China's higher education faculty team.In order to cultivate high-quality faculty team based on the "double 10-thousand plan", this work first expound…