Genai-powered multi-agent paradigm for smart urban mobility: Opportunities and challenges for integrating large language models (llms) and retrieval-augmented …

H Xu, J Yuan, A Zhou, G Xu, W Li, X Ban… - arXiv preprint arXiv …, 2024 - arxiv.org
Leveraging recent advances in generative AI, multi-agent systems are increasingly being
developed to enhance the functionality and efficiency of smart city applications. This paper …

A mobile edge computing framework for traffic optimization at urban intersections through cyber-physical integration

H Xu, J Yuan, A Berres, Y Shao, C Wang… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
The stop-and-go traffic pattern at urban intersections leads to excessive energy use due to
frequent vehicle braking, idling, and acceleration. This pattern, amplified by the growing use …

Open-sourced real-time visualization platform for traffic simulation

J Jung, T Oh, I Kim, S Park - Procedia Computer Science, 2023 - Elsevier
To solve the city's traffic congestion problem, micro-traffic simulation is widely used to
analyze the current situation and implement a plan to solve the problem. With the nature of …

Real-sim interface: Enabling multi-resolution simulation and x-in-the-loop development for connected and automated vehicles

Y Shao, D Deter, A Cook, CR Wang… - … International Journal of …, 2022 - sae.org
Connected and automated vehicles (CAVs) can bring safety, mobility, and energy benefits to
transportation systems. Ideally, CAV applications would be fully evaluated and validated …

Energy consumption prediction strategy for electric vehicle based on LSTM-transformer framework

Z Feng, J Zhang, H Jiang, X Yao, Y Qian, H Zhang - Energy, 2024 - Elsevier
As the market share of electric vehicles (EVs) continues to grow, driving range capability has
emerged as a primary concern for drivers, car manufacturers, and policymakers. Accurate …

Interactive web application for traffic simulation data management and visualization

H Xu, C Wang, A Berres, T LaClair… - Transportation …, 2022 - journals.sagepub.com
As traffic simulation software becomes more effective for realistically simulating and
analyzing traffic dynamics and vehicle interactions on the mesoscopic and microscopic …

Visual Analytic of Traffic Simulation Data: A Review

C Almachi, R Armas, E Cuenca - Ibero-American Congress of Smart Cities, 2023 - Springer
In the contemporary world, transportation is one of the foremost necessities for modern
society, particularly within urban locales. Effective traffic management and planning …

[PDF][PDF] TrafficSim-Vis: An Interactive Single-Page Application for Visualizing Traffic Simulation Data

C Almachi, R Armas, E Cuenca - researchgate.net
Traffic simulators are potent tools for vehicle modeling and analysis in urban areas. Effective
management of the data generated is essential to ensure a continuous flow of vehicles and …