An interdisciplinary survey on origin-destination flows modeling: Theory and techniques
Origin-destination (OD) flow modeling is an extensively researched subject across multiple
disciplines, such as the investigation of travel demand in transportation and spatial …
disciplines, such as the investigation of travel demand in transportation and spatial …
A Survey of Generative AI for Intelligent Transportation Systems
Intelligent transportation systems play a crucial role in modern traffic management and
optimization, greatly improving traffic efficiency and safety. With the rapid development of …
optimization, greatly improving traffic efficiency and safety. With the rapid development of …
Urban generative intelligence (ugi): A foundational platform for agents in embodied city environment
Urban environments, characterized by their complex, multi-layered networks encompassing
physical, social, economic, and environmental dimensions, face significant challenges in the …
physical, social, economic, and environmental dimensions, face significant challenges in the …
Harnessing llms for cross-city od flow prediction
Understanding and predicting Origin-Destination (OD) flows is crucial for urban planning
and transportation management. Traditional OD prediction models, while effective within …
and transportation management. Traditional OD prediction models, while effective within …
A gentle introduction and tutorial on deep generative models in transportation research
Deep Generative Models (DGMs) have rapidly advanced in recent years, becoming
essential tools in various fields due to their ability to learn complex data distributions and …
essential tools in various fields due to their ability to learn complex data distributions and …
Artificial Intelligence for Complex Network: Potential, Methodology and Application
Complex networks pervade various real-world systems, from the natural environment to
human societies. The essence of these networks is in their ability to transition and evolve …
human societies. The essence of these networks is in their ability to transition and evolve …
Diffusion models for intelligent transportation systems: A survey
Intelligent Transportation Systems (ITS) are vital in modern traffic management and
optimization, significantly enhancing traffic efficiency and safety. Recently, diffusion models …
optimization, significantly enhancing traffic efficiency and safety. Recently, diffusion models …
A large-scale benchmark dataset for commuting origin-destination matrix generation
The commuting origin-destination~(OD) matrix is a critical input for urban planning and
transportation, providing crucial information about the population residing in one region and …
transportation, providing crucial information about the population residing in one region and …