[HTML][HTML] Machine Learning to speed up Computational Fluid Dynamics engineering simulations for built environments: A review

C Caron, P Lauret, A Bastide - Building and Environment, 2024 - Elsevier
Computational fluid dynamics (CFD) represents a valuable tool in the design process of built
environments, enhancing the comfort, health, energy efficiency, and safety of indoor and …

[HTML][HTML] Artificial neural network an innovative approach in air pollutant prediction for environmental applications: A review

V Yadav, AK Yadav, V Singh, T Singh - Results in Engineering, 2024 - Elsevier
Air pollution in the environment is growing daily as a result of urbanization and population
growth, which causes numerous health issues. Information about air quality and …

Effect of characteristic parameters of air-bleeding/blowing interface on tunnel pressure waves in streamlined regions of high-speed trains: A numerical simulation …

K Jin, L Zhang, X Li, L Li, J Chen, J Wang… - Sustainable Cities and …, 2024 - Elsevier
In this study, interface attribute control technology was adopted to set bleeding/blowing
interfaces in the streamlined regions of a train head and tail to alleviate tunnel pressure …

Spatially resolved air quality index prediction in megacities with a CNN-Bi-LSTM hybrid framework

R Rabie, M Asghari, H Nosrati, ME Niri… - Sustainable Cities and …, 2024 - Elsevier
Monitoring pollution in megacities is challenging due to their vast urban expanses and
numerous pollution sources. To address this, cutting-edge deep learning models are …

A detailed simulation study on radionuclide dispersion under spent fuel road transportation conditions: Effects of vessel type and coniferous vegetation growth

L Chen, Y Zong, T Lu, L Zhang, Z Cai… - Journal of Hazardous …, 2024 - Elsevier
Vegetation barriers are an important environmental characteristic of spent fuel road
transportation accidents. Spent fuel vessels may be affected by force majeure factors during …

A numerical study on the issue of Reynolds independence of flow and dispersion within isolated street canyons

YP Wu, PY Cui, K Wang, M Chai, J Zhang, Y Luo… - Building and …, 2025 - Elsevier
Achieving Reynolds number independence is a prerequisite for conducting scale model
experiments. This paper presents a numerical model of the two-dimensional isolated street …

Effects of sea-land breeze on air pollutant dispersion in street networks with different distances from coast using WRF-CFD coupling method

J He, Y Kang, Y Wang, Y Gu, K Zhong - Sustainable Cities and Society, 2024 - Elsevier
Abstract A WRF-CFD coupled model with high-temporal resolution is employed to
investigate pollutant dispersions during a sea-land breeze (SLB) day in an identical building …

Expiratory aerosols' spread, removing and infection risk investigation in public toilet: CFD and machine learning

X Dong, Z Chen, Y Dong, Y Luo, Z Wang, Y Lin… - Journal of Building …, 2024 - Elsevier
Public toilets are locations to shelter and spread viruses because of the high traffic flow of
people. Exposure to virus-carrying aerosol particles is a major way of spreading respiratory …

A systematic scrutiny of artificial intelligence-based air pollution prediction techniques, challenges, and viable solutions

M Malhotra, S Walia, CC Lin, IK Aulakh, S Agarwal - Journal of Big Data, 2024 - Springer
Air is an essential human necessity, and inhaling filthy air poses a significant health risk.
One of the most severe hazards to people's health is air pollution, and appropriate …

Road intersection analysis: integrating image processing into digital twin technologies

FC Vázquez-Donaire, A Abalo-García… - … -time Processing of …, 2024 - spiedigitallibrary.org
We present a real-time system for vehicle detection and classification in road intersections,
incorporating image processing techniques. This system estimates the traffic flow at a …