CFD- and BPNN- based investigation and prediction of air pollutant dispersion in urban environment

Koopman analysis by the dynamic mode decomposition in wind engineering

(2023) Cruz Y. Li et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

A POD-DMD augmented analysis procedure to isolating dominant flow field structures in a street canyon

(2023) Yunfei Fu et al.   PHYSICS OF FLUIDS

The linear-time-invariance notion of the Koopman analysis. Part 2. Dynamic Koopman modes, physics interpretations and phenomenological analysis of the prism wake

(2023) Cruz Y. Li et al.   JOURNAL OF FLUID MECHANICS

Three-dimensional aerodynamic lift on a rectangular cylinder in turbulent flow at an angle of attack

(2023) Shaopeng Li et al.   JOURNAL OF FLUIDS AND STRUCTURES

Quantifying the effects of urban fabric and vegetation combination pattern to mitigate particle pollution in near-road areas using machine learning

(2023) Xin Liu et al.   Sustainable Cities and Society

Best practice guidelines for the dynamic mode decomposition from a wind engineering perspective

(2023) Cruz Y. Li et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

Physio-chemical modeling of the NOx-O3 photochemical cycle and the air pollutants’ reactive dispersion around an isolated building

(2023) Yunfei Fu et al.   Building Simulation

A parametric and feasibility study for data sampling of the dynamic mode decomposition: range, resolution, and universal convergence states

(2022) Cruz Y. Li et al.   NONLINEAR DYNAMICS

A parametric and feasibility study for data sampling of the dynamic mode decomposition: Spectral insights and further explorations

(2022) Cruz Y. Li et al.   PHYSICS OF FLUIDS

Effect of urban morphology on air pollution distribution in high-density urban blocks based on mobile monitoring and machine learning

(2022) Chenyu Huang et al.   BUILDING AND ENVIRONMENT

Impact of moving traffic on pollutant transport in street canyons under perpendicular winds: A CFD analysis using large-eddy simulations

(2022) Xing Zheng et al.   Sustainable Cities and Society

RANS CFD modeling of the flow around a thin windbreak fence with various porosities: Validation using wind tunnel measurements

(2022) Yoshihide Tominaga et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

Artificial neural network analysis of the Nusselt number and friction factor of hydrocarbon fuel under supercritical pressure

(2022) Kaihang Tao et al.   Propulsion and Power Research

Layout optimization for renovation of operational offshore wind farm based on machine learning wake model

(2022) Kun Yang et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

The linear-time-invariance notion to the Koopman analysis: The architecture, pedagogical rendering, and fluid–structure association

(2022) Cruz Y. Li et al.   PHYSICS OF FLUIDS

Urban road network design for alleviating residential exposure to traffic pollutants: Super-block or Mini-block?

(2022) Xing Zheng et al.   Sustainable Cities and Society

Large-eddy simulation of pollutant dispersion in generic urban street canyons: Guidelines for domain size

(2021) Xing Zheng et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

Designing roadside green infrastructure to mitigate traffic-related air pollution using machine learning

(2021) Khaled Hashad et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Numerical study of reactive pollutants diffusion in urban street canyons with a viaduct

(2021) Tingzhen Ming et al.   Building Simulation

RANS simulation of near-field dispersion of reactive air pollutants

(2021) A.U. Weerasuriya et al.   BUILDING AND ENVIRONMENT

A coupled computational fluid dynamics and back-propagation neural network-based particle swarm optimizer algorithm for predicting and optimizing indoor air quality

(2021) Lu Li et al.   BUILDING AND ENVIRONMENT

Spatio-temporal modeling of PM2.5 risk mapping using three machine learning algorithms

(2021) Seyedeh Zeinab Shogrkhodaei et al.   ENVIRONMENTAL POLLUTION

Establishing direct phenomenological connections between fluid and structure by the Koopman-Linearly Time-Invariant analysis

(2021) Cruz Y. Li et al.   PHYSICS OF FLUIDS

Impact of various vegetation configurations on traffic fine particle pollutants in a street canyon for different wind regimes

(2021) Lu Zhang et al.   SCIENCE OF THE TOTAL ENVIRONMENT

CFD simulations of wind flow and pollutant dispersion in a street canyon with traffic flow: Comparison between RANS and LES

(2021) Xing Zheng et al.   Sustainable Cities and Society

Numerical evaluation of turbulence induced by wind and traffic, and its impact on pollutant dispersion in street canyons

(2021) Yu Zhao et al.   Sustainable Cities and Society

Evaluation of fast fluid dynamics with different turbulence models for predicting outdoor airflow and pollutant dispersion

(2021) Ting Dai et al.   Sustainable Cities and Society

Hybrid framework for rapid evaluation of wind environment around buildings through parametric design, CFD simulation, image processing and machine learning

(2021) Yi He et al.   Sustainable Cities and Society

Impacts of ride and car-sharing associated with fully autonomous cars on global energy consumptions and carbon dioxide emissions

(2021) Keigo Akimoto et al.   TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE

The effect of turbulence induced by different kinds of moving vehicles in street canyons

(2020) Cunjin Cai et al.   Sustainable Cities and Society

How the morphology of urban street canyons affects suspended particulate matter concentration at the pedestrian level: An in-situ investigation

(2020) Chunping Miao et al.   Sustainable Cities and Society

The effect of exhaust emissions from a group of moving vehicles on pollutant dispersion in the street canyons

(2020) Tianhao Shi et al.   BUILDING AND ENVIRONMENT

Dynamic Mode Decomposition on pressure flow field analysis: Flow field reconstruction, accuracy, and practical significance

(2020) Cruz Y. Li et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

The potential impacts of different traffic management strategies on air pollution and public health for a more sustainable city: A modelling case study from Dublin, Ireland

(2020) Jiayi Tang et al.   Sustainable Cities and Society

How dynamic growth of avenue trees affects particulate matter dispersion: CFD simulations in street canyons

(2020) Hongqiao Qin et al.   Sustainable Cities and Society

CFD simulation of natural ventilation of a generic building in various incident wind directions: Comparison of turbulence modelling, evaluation methods, and ventilation mechanisms

(2020) Xuelin Zhang et al.   ENERGY AND BUILDINGS

Study on Influence of viaduct and noise barriers on the particulate matter dispersion in street canyons by CFD Modeling

(2019) Chenrui Hao et al.   Atmospheric Pollution Research

CFD modelling of vegetation barrier effects on the reduction of traffic-related pollutant concentration in an avenue of Pamplona, Spain

(2019) Jose-Luis Santiago et al.   Sustainable Cities and Society

Supporting an integrated transportation infrastructure and public space design: A coupled simulation method for evaluating traffic pollution and microclimate

(2019) Liu Yang et al.   Sustainable Cities and Society

Integrated impacts of turbulent mixing and NOX-O3 photochemistry on reactive pollutant dispersion and intake fraction in shallow and deep street canyons

(2019) Keer Zhang et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Wake modeling of wind turbines using machine learning

(2019) Zilong Ti et al.   APPLIED ENERGY

Lung cancer risk assessment due to traffic-generated particles exposure in urban street canyons: A numerical modelling approach

(2018) M. Scungio et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Spatiotemporal characteristics of PM2.5 and its associated gas pollutants, a case in China

(2018) Kena Mi et al.   Sustainable Cities and Society

Street canyon design and improvement potential for urban open spaces; the influence of canyon aspect ratio and orientation on microclimate and outdoor comfort

(2017) Angeliki Chatzidimitriou et al.   Sustainable Cities and Society

Ten questions concerning modeling of near-field pollutant dispersion in the built environment

(2016) Yoshihide Tominaga et al.   BUILDING AND ENVIRONMENT

Characteristics of flow and reactive pollutant dispersion in urban street canyons

(2015) Soo-Jin Park et al.   ATMOSPHERIC ENVIRONMENT

Large-eddy simulation of reactive pollutant dispersion for the spatial instability of photostationary state over idealised 2D urban street canyons

(2015) Tracy N.H. Chung et al.   INTERNATIONAL JOURNAL OF ENVIRONMENT AND POLLUTION

A modeling investigation of the impact of street and building configurations on personal air pollutant exposure in isolated deep urban canyons

(2013) Wai-Yin Ng et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Validation of OpenFOAM 1.6.x with the German VDI guideline for obstacle resolving micro-scale models

(2012) J. Franke et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

CFD Modeling of Pollution Dispersion in Building Array: Evaluation of turbulent scalar flux modeling in RANS model using LES results

(2012) Yoshihide Tominaga et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

Simulations of Air Distributions in Buildings by FFD on GPU

(2011) Wangda Zuo et al.   HVAC&R RESEARCH

Intake fraction of nonreactive motor vehicle exhaust in Hong Kong

(2010) Zhiwen Luo et al.   ATMOSPHERIC ENVIRONMENT

New inflow boundary conditions for modelling the neutral equilibrium atmospheric boundary layer in computational wind engineering

(2009) Yi Yang et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

Real-time or faster-than-real-time simulation of airflow in buildings

(2008) W. Zuo et al.   INDOOR AIR

AIJ guidelines for practical applications of CFD to pedestrian wind environment around buildings

(2008) Yoshihide Tominaga et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

Air pollution in mega cities in China

(2007) Chak K. Chan et al.   ATMOSPHERIC ENVIRONMENT