Traffic assignment optimization to improve urban air quality with the unified finite-volume physics-informed neural network
Bibliographic Data
| ID | 21234030 |
|---|---|
| Authors | Di Mei (0000-0002-1327-4217, University of Hong Kong), Ziwei Mo (0000-0003-3982-1239, Sun Yat-sen University), Kangcheng Zhou (0009-0002-8874-2481, Southern University of Science and Technology), Chun-Ho Liu (0000-0001-9980-0400, University of Hong Kong, corresponding author) |
| Year | 2024 |
| Volume | 114 |
| Pages | 105750 |
| Publication date | 2024-11-01 |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Sustainable Cities and Society (JOURNAL) |
| Journal identifiers | ISSN: 2210-6707 • E-ISSN: 2210-6715 |
| Publisher | Elsevier BV (PUBLISHER) |
| DOI | 10.1016/j.scs.2024.105750 |
| OpenAlex | W4401814687 |
| Language | EN |
| Citations received | 3 |
| References cited | 50 |
Air quality index · Artificial neural network · Finite volume method · Mechanics · Meteorology · Operations research · Physics · Thermodynamics · Air Quality Monitoring and Forecasting · Computer Science · Engineering · Vehicle emissions and performance · Wind and Air Flow Studies · Artificial Intelligence
Multi-scale comparison of modeling chains for traffic-related air pollutant emission assessment
Traffic, air quality, and health impacts resulting from transport interventions using a regional-scale agent-based transportation system model
A systematic review on the integrations of CFD and artificial intelligence for the future perspectives of built environment
World urbanization prospects
A fast and elitist multiobjective genetic algorithm
Bi-objective optimization of traffic assignment with air quality consideration via CFD-based surrogate model
CFD simulations of wind flow and pollutant dispersion in a street canyon with traffic flow
Sustainable deployment of autonomous vehicles dedicated lanes in urban traffic networks
Congestion pricing for sustainable urban transportation systems considering carbon emissions and travel habits
Optimization path design for urban travel system based on CO2-congestion-satisfaction multi-objective synergy
Integrating computer vision and traffic modeling for near-real-time signal timing optimization of multiple intersections
Study on the network acoustics environment effects of traffic management measures by a bilevel programming model
Swarm intelligence-based green optimization framework for sustainable transportation
The global burden of transportation tailpipe emissions on air pollution-related mortality in 2010 and 2015
| Citations per year | 3 |
|---|---|
| Citation span | 2025 - 2026 (2) |
| Highly cited | No |