Engineering Applications of Computational Fluid Mechanics

Article	Citations
Effects of flow and heat transfer around a hand-shaped former	69
Mitigating crosswind effect on high-speed trains by active blowing method: a comparative study	56
A novel hydraulic balanced turbine for stability control and application in drilling tools	43
Near-wall modeling of forests for atmosphere boundary layers using lattice Boltzmann method on GPU	41
Numerical simulation and dynamic mode decomposition analysis of the flow past wings with spanwise waviness	37
A hybrid of CFD and PSO optimization design method of the integrated slipper/swashplate structure in seawater hydraulic axial piston pump	35
Optimizing aerodynamic shape of benchmark problems using an improved Gaussian process regression algorithm	33
Development of interpretable intelligent frameworks for estimating river water turbidity	29
A computational study of 3D flow structure in two consecutive bends subject to the influence of tributary inflow in the middle Yangtze River	29
Analysis of cavitation and shear in bellows pump: transient CFD modelling and high-speed visualization	28
Neural network-based regression for heat transfer and fluid flow over in-line cylinder arrays with random pitch distances at low Reynolds number	27
Performance simulation of L-shaped heat pipe and air coupled cooling process for ternary lithium battery module	24
A novel spatial–temporal prediction method for the effects of fish movement on flow field based on hybrid deep neural network	24
Investigation of the impact of token embeddings in Transformer-based models on short-term tropical cyclone track and intensity predictions	24
Numerical investigation of two-phase flow through tube bundles based on the lattice Boltzmann method	20
Computational investigation of the relationship between landslide-related conditions and resultant dam overtopping waves	20
Computational analysis of naturally oscillating tandem square and circular bluff bodies: a GPU based immersed boundary – lattice Boltzmann approach	20
Experimental and numerical validation of a hybrid method for modelling the wake flow of two in-line wind turbines	19
Improving the energy performance of vortex pump based on whale optimization algorithm	19
Evaluation of cooling measures performance and thermal-humidity environment for ultra-high geothermal railway tunnel construction by using WBGT	19
3D computational fluid dynamics analysis of natural gas separation efficiency in multiphase pumping wells with heterogeneous flow regime	17
Machine learning-accelerated aerodynamic inverse design	16
Transient 3D hydrodynamic model of a blast furnace main trough	16
Numerical investigation on aerodynamic characteristics of a high-speed train travelling through a bridge–tunnel section under non-uniform airflows caused by mountain terrain effect	16
An efficient implementation of compact third-order implicit reconstruction solver with a simple WBAP limiter for compressible flows on unstructured meshes	16

Study on transport phenomena and performance of proton exchange membrane fuel cell with radial flow fields	15
Local correlation-based transition model for aerodynamic flows in wide speed range	15
Propulsion curve analysis and optimisation of biomimetic pectoral fin with three degree of freedom based on multi-layer perception	15
Approximating heat loss in smart buildings through large scale experimental and computational intelligence solutions	15
Influence of design parameters of upstream Venturi pipeline on multiphase flow measurement	14
Numerical investigation of turbulent forced convection flow in a two-dimensional curved surface cavity	14
Buffer scheme for aero-performance deterioration caused by trains passing bilateral vertical noise barriers with crosswinds	14
In silico modeling for personalized stenting in aortic coarctation	14
NDAWL-PINN: a new non-dimensionalization and multi-task learning approach for efficient training of physics-informed neural networks to solve the shallow water equations	14
Enhancing thermal performance in enclosures filled with nanofluids subjected to sinusoidal heating: a numerical study	14
Three-dimensional flow structure in a confluence-bifurcation unit	13
Highly resolved numerical simulation of pure and blended fuel sonic jets in a Mach 2 crossflow	13
Aerodynamic performance of traveling road vehicles on a single-level rail-cum-road bridge under crosswind and aerodynamic impact of traveling trains	13
A deep reinforcement learning approach for wind speed forecasting	13
Validation and simulation of cavitation flow in a centrifugal pump by filter-based turbulence model	13
Leveraging mesh modularization to lower the computational cost of localized updates to regional 2D hydrodynamic model outputs	13
Estimating over thousands of reservoirs sedimentation and effects on sediment flux through a newly proposed sediment transport model	13
Numerical simulation of inertial microfluidics: a review	12
Condition monitoring of axial piston pumps based on machine learning-driven real-time CFD simulation	12
Undesired flows in lateral-intake multiple forebays and their hydraulic implications: case study for Asia’s largest urban water supply pumping station	12
A comparison of machine learning models for suspended sediment load classification	12
Wake vortex evolution analysis of trapezoidal wings with varied flap configurations based on the Liutex method	12
Assessment of cavitation noise in a centrifugal pump using acoustic finite element method and spherical cavity radiation theory	12
2D Modelling and energy analysis of entrapped air-pocket propagation and spring-like geysering in the drainage pipeline system	12
An artificial intelligence and machine learning-driven CFD simulation for optimizing thermal performance of blood-integrated ternary nano-fluid	12
Numerical study on the effect of pantograph fairing on aerodynamic performance at various train heights	11
Instantaneous 2D extreme wind speed prediction using the novel Wind Gust Prediction Net based on purely convolutional neural mechanism	11
A conjugated heat and mass transfer model to implement reaction in particle-resolved CFD simulations of catalytic fixed bed reactors	11
MHD unsteady flow of carbon nanotubes over nonlinear radiative surface with anisotropic slip conditions: computational analysis of irreversibility for Yamada-Ota model	11
Numerical simulation of three-dimensional two-phase pipe flows with GPU-accelerated Riemann-based smoothed particle hydrodynamics	11
An experimental and numerical study of gas-liquid two-phase flow moving upward vertically in larger annulus	11
Three-dimensional CFD analysis of liquid slug acceleration and impact in a voided pipeline with end orifice	11
Monthly and seasonal hydrological drought forecasting using multiple extreme learning machine models	11
Designing an explainable bio-inspired model for suspended sediment load estimation: eXtreme Gradient Boosting coupled with Marine Predators Algorithm	11
Numerical analysis of vortex and cavitation dynamics of an axial-flow pump	11
Upscaling solid oxide electrolysis cell CFD simulations for hydrogen production	10
Mass shedding rate of an isolated high-speed slug propagating in a pipeline	10
A novel approach for large-scale hybrid mesh generation on distributed systems	10
Atmosphere air temperature forecasting using the honey badger optimization algorithm: on the warmest and coldest areas of the world	10
Machine learning approach for 2D abrasion mapping in Sediment Bypass Tunnels: a case study of Koshibu SBT, Japan	10
A novel graph modeling method for GNN-based hypersonic aircraft flow field reconstruction	10
Controllable generation of core-shell composite droplets in a conical inlet double-focus microchannel	10
A rapid and efficient method for flash flood simulation based on deep learning	10
Energy management of a concentrated photovoltaic−thermal unit utilizing nanofluid jet impingement in existence of thermoelectric module	10
Shape optimization of closed-box girder considering dynamic and aerodynamic effects on flutter: a CFD-enabled and Kriging surrogate-based strategy	10
Segment-based Eulerian-Lagrangian transition method for flat nozzle spray atomization simulation	10
Experiments and numerical analysis of the dynamic flow characteristics of a pump−pipeline system with entrapped air during start-up	10
Numerical investigation on the coupled mechanisms of bubble breakup in a venturi-type bubble generator	10
Spatiotemporal characterization and forecasting of coastal water quality in the semi-enclosed Tolo Harbour based on machine learning and EKC analysis	10
Discrete air model for large scale rapid filling process contained entrapped air	10

Estimating residential buildings’ energy usage utilising a combination of Teaching–Learning–Based Optimization (TLBO) method with conventional prediction techniques	10
Swirl flow in annular geometry with varying cross-section	9
Hydrodynamic numerical simulation and prediction of bionic fish based on computational fluid dynamics and multilayer perceptron	9
Intelligent aerodynamic modelling method for steady/unsteady flow fields of airfoils driven by flow field images based on modified U-Net neural network	9
Numerical study on the stability enhancement mechanism of self-recirculating casing treatment in a counter-rotating axial-flow compressor	9
Numerical and intelligent neuro-computational modelling with Fourier’s energy and Fick’s mass flux theory of 3D fluid flow through a stretchable surface	9
Numerical study on jet noise suppression with water injection during one-nozzle launch vehicle lift-off	9
Numerical study on transient four-quadrant hydrodynamic performance of cycloidal propellers	9
Dynamic and flow instability analysis during runaway process for a pump turbine	9
The effect of relative position on the motion and interactions of particle sedimentation under gravity in a finite-width vertical channel	8
Multi-objective optimisation of K-shape notch multi-way spool valve using CFD analysis, discharge area parameter model, and NSGA-II algorithm	8
Hydrodynamic simulation of coastal reservoir in response to flow control: a numerical study of the Saemangeum reservoir	8
Numerical study of a novel small waterplane area USV advancing in calm water and in waves using the higher-order Rankine source method	8
A novel deep U-Net-LSTM framework for time-sequenced hydrodynamics prediction of the SUBOFF AFF-8	8
Embedded large eddy simulation of boundary layer transition behind a micro-ramp	8
Pipeline leak diagnosis based on leak-augmented scalograms and deep learning	8
Comprehensive model for train-induced aerodynamic pressure on noise barriers: effects of bilateral layout and height	8
Two-phase flow investigation of sewage pumps with different tip clearance via computational fluid dynamics and multi-factor ANOVA	8
Correlation between cargo properties and train overturning safety for a high-speed freight train under strong winds	8
Impact of the train heights on the aerodynamic behaviour of a high-speed train	8
Wind speed prediction over Malaysia using various machine learning models: potential renewable energy source	8
Numerical simulations of the interactions between counterflowing density currents	8
Reconstruction of 3D flow field around a building model in wind tunnel: a novel physics-informed neural network framework adopting dynamic prioritization self-adaptive loss balance strategy	8
Estimation and interpretation of equilibrium scour depth around circular bridge piers by using optimized XGBoost and SHAP	8
Comprehensive analysis and identification of energy performance and unsteady two-phase flow patterns based on experiments and comparison between two distinct multiphase flow models	7
Prediction of ultimate tensions in mooring lines for a floating offshore wind turbine considering extreme gusts	7
Optimization of extreme learning machine model with biological heuristic algorithms to estimate daily reference evapotranspiration in Hetao Irrigation District of China	7
Insight into dust control performance of a reverse circulation drill bit using multiphase flow simulation	7
Optimization of nano-microparticle size and shape on wall-interaction: a human case study on an abdominal aortic aneurysm	7
On the anti-rolling performance of a train using a vortex generator array	7
Chamber shape optimization for ultra-high-pressure water-jet nozzle based on computational fluid dynamics method and a data-driven surrogate model	7
Shape optimization of bellmouth to improve flow uniformity under non-aligned inflow condition in gas turbine casing	7
A novel conceptual design approach for autonomous underwater helicopter based on multidisciplinary collaborative optimization	7
Performance prediction and optimization of hydrogenation feed pump based on particle swarm optimization – least squares support vector regression surrogate model	7
Numerical and experimental analysis of biomimetic tubercle for cavitation suppression in viscous oil flow around hydrofoil	7
Uncertainty quantification of the standard k-ε turbulence model closure coefficients in predicting aerodynamics of high-speed train	7
Numerical study on aerodynamic drag and noise of high-speed pantograph by introducing spanwise waviness	7
Artificial neural networking for computational assessment of ternary hybrid nanofluid flow caused by a stretching sheet: implications of machine-learning approach	7
Computational fluid dynamics-multibody system dynamics bidirectional coupling calculation and flow-induced vibration evaluation of a high-speed pantograph-catenary system	7
CFD-aided study on transient wave-blockage interaction in a pressurized fluid pipeline	7
Study on type of magnetic suspension rotor groove and wear of drop touchdown bearing	7
Aerodynamic multi-objective optimization on train nose shape using feedforward neural network and sample expansion strategy	7
Three-dimensional numerical study on reservoir sediment flushing through an initially covered bottom tunnel	7
Explainable machine learning models for estimating daily dissolved oxygen concentration of the Tualatin River	7
Effects of pulsed endwall air injection on corner separation and vortical flow of a compressor cascade	6
Machine learning models coupled with empirical mode decomposition for simulating monthly and yearly streamflows: a case study of three watersheds in Ontario, Canada	6
Developing an efficient explainable artificial intelligence approach for accurate reverse osmosis desalination plant performance prediction: application of SHAP analysis	6
Dual-objective optimization strategy of self-adaptive transient pressure controller in water delivery engineering	6
Sensitivity analysis of a Venturi shaped structure for cross-flow turbines	6
Efficient and generalizable nested Fourier-DeepONet for three-dimensional geological carbon sequestration	6
Improving the streamflow prediction accuracy in sparse data regions: a fresh perspective on integrated hydrological-hydrodynamic and hybrid machine learning models	6
Aerodynamic damping and amplitude response of piezoelectric fans in free and confined space	6
Field measurements and CFD simulations of wind characteristics at the Yellow River bridge site in a converging-channel terrain	6
Analysis of the blade aeroelastic effect on the floating offshore wind turbine wake in a focusing wave with a hybrid model	6
Forecasting of energy-related carbon dioxide emission using ANN combined with hybrid metaheuristic optimization algorithms	6
Time series-based groundwater level forecasting using gated recurrent unit deep neural networks	6
A two-phase, two-way coupled model of targeted magnetic drug delivery for small Reynolds numbers	6
Influence of water based binary composite nanofluids on thermal performance of solar thermal technologies: sustainability assessments	6
Swash-flow induced forces on human body standing on a smooth and impermeable slope: A numerical study with experimental validations	6
Circulatory System Based Optimization (CSBO): an expert multilevel biologically inspired meta-heuristic algorithm	6
Energy and cost management of different mixing ratios and morphologies on mono and hybrid nanofluids in collector technologies	6
Study on aerodynamic drag and noise reduction of high-speed pantograph with streamwise holes	6
Aerodynamic analysis on unsteady characteristics of a ducted fan hovering in ceiling effect	6
Research on aerodynamic optimization design method and flow mechanism of a high-subsonic compressor cascade	6
Frequent estuarine engineering exacerbates flood risk in the Greater Bay Area	6
Optimization strategy for bio-inspired lateral line sensor arrays in autonomous underwater helicopter	6
Improve carbon dioxide emission prediction in the Asia and Oceania (OECD): nature-inspired optimisation algorithms versus conventional machine learning	5
Numerical simulation of gas-liquid transport in porous media using 3D color-gradient lattice Boltzmann method: trapped air and oxygen diffusion coefficient analysis	5
Aerodynamic impact of wind-sand flow on moving trains in tunnel-embankment transition section: from field testing to CFD modeling	5
NN-augmented k - ω shear stress transport turbulence model for high-speed flows with shock-wave/boundary layer interaction	5
Numerical study on scroll vortex intake with partially or fully sealed cover of vortex chamber	5
Monthly rainfall forecasting modelling based on advanced machine learning methods: tropical region as case study	5
Aerodynamics effects of rear-mounted porous plate in cylindrical flow at different Reynold numbers	5
An improved inflow turbulence generator for large eddy simulation evaluation of wind effects on tall buildings	5
Surrogate model-based multiobjective design optimization for air-cooled battery thermal management systems	5
Numerical and experimental investigation on vortex control and sedimentation suppression in a Y-shaped diversion channel with circular inlet tanks	5
Analysis of chemical reactive nanofluid flow on stretching surface using numerical soft computing approach for thermal enhancement	5
Turbulent flow simulations in a simplified channel bend model of Dragon style rivers with constant curvature and different single-short-branch characteristics	5
Impact of propeller arrangement on aerodynamic performance for a high-lift distributed propulsion system	5
Accurate discharge coefficient prediction of streamlined weirs by coupling linear regression and deep convolutional gated recurrent unit	5

Assessment and improvement of rainfall environment reproduction for climatic wind tunnel	5
Performance investigation of battery thermal management system based on L-shaped heat pipe coupled cold plate and optimization of controllable liquid cooling	5
An incremental learning framework for pipeline weld crack damage identification and leakage rate prediction	5
Lattice Boltzmann simulation of wetting gradient accelerating droplets merging and shedding on a circumferential surface	5
A Lagrangian particle model for one-dimensional transient pipe flow with moving boundary	5
Numerical analysis of non-uniform Cu(In, Ga)Se2 growth in a selenization process on large-area substrates for mass production	5
A novel hybrid neural network of fluid-structure interaction prediction for two cylinders in tandem arrangement	5
Effect of curvature radius and angle on aerodynamic characteristics of a sphere travelling in a branched tube system	5
Design and optimization of bionic Nautilus volute for a hydrodynamic retarder	5
Analysis of the high-speed jet in a liquid-ring pump ejector using a proper orthogonal decomposition method	5
Impact of fuzzy volume fraction on unsteady stagnation-point flow and heat transfer of a third-grade fuzzy hybrid nanofluid over a permeable shrinking/stretching sheet	5
Predicting water level fluctuations in glacier-fed lakes by ensembling individual models into a quad-meta model	5
The dynamic pressure effect of gas microbearings under high rotational speed	5
Balancing accuracy and convergence rate: a hybrid optimisation algorithm for parameter identification of unmanned marine vehicles	5
Modeling the infiltration rate of wastewater infiltration basins considering water quality parameters using different artificial neural network techniques	4
A numerical investigation of irregular wave overtopping on a 2D fixed overtopping wave energy converter	4
Analysis of the influence of the daily regulation of power stations on navigable flow conditions at river confluences using the LSTM model	4
An improved Multi-Objective Whale Optimization Algorithm for hydrodynamic and acoustic performance optimization of Myring-shaped underwater vehicle	4
Characteristic analysis and motion control of a novel ball double-screw hydraulic robot joint	4
Groundwater quality parameters prediction based on data-driven models	4
Numerical assessment of canopy blocking effect on partly-obstructed channel flows: from perturbations to vortices	4
Predicting layer thicknesses by numerical simulation for meniscus-guided coating of organic photovoltaics	4
Oscillatory flow driven microdroplet breakup dynamics and microparticle formation in LMPA-water two phase flow system	4
Computational study of free surface film flow and subsequent disintegration of a sheet and ligaments into droplets from a rotary disk atomizer	4
Efficient neural network training method for unsteady flow field prediction based on data pool	4
Effects of operation schemes on hydrodynamics and thermal structure in a deep dimictic reservoir	4
Effects of different vortex designs on optimization results of mixed-flow pump	4
1D-3D coupled simulation method of hydraulic transients in ultra-long hydraulic systems based on OpenFOAM	4
Multi-objective design optimization of a transonic axial fan stage using sparse active subspaces	4
Development and validation of a Riemann solver in OpenFOAM® for non-ideal compressible fluid dynamics	4
Numerical study of the fire-smoke temperature law in the shaft of a high-rise building under the chimney effect in winter	4
Water-exit dynamics and system identification for a hybrid aerial underwater vehicle	4
Mechanisms of microparticle lateral manipulation using viscoelastic fluids in microchannels with triangle patterns array	4
Influence of the contraction section configuration and deflector layout density on the wind-snow flow characteristics inside the ice snow wind tunnel for railway vehicles	4
Optimization of tricuspid membrane mechanism for effectiveness and leaflet longevity through hemodynamic analysis	4
Performance improvement and numerical study on cathode channel for air-cooled open-cathode proton exchange membrane fuel cells	4
A robust method to simultaneously place sensors and calibrate parameters for urban drainage pipe system models using Bayesian decision theory	4
Investigating photovoltaic solar power output forecasting using machine learning algorithms	4
Transient response and analytical solution of burst phenomenon in long distance water pipeline	3
Novel Genetic Algorithm (GA) based hybrid machine learning-pedotransfer Function (ML-PTF) for prediction of spatial pattern of saturated hydraulic conductivity	3
Computational study and prediction of infection risk probability of respiratory diseases inside a classroom	3
Numerical investigation of angle parameters of tip sails for improvement of aircraft flight performance	3
Physics of secondary flow phenomenon and erosion characteristics in the injector of a Pelton turbine	3
A method for parameterized design and rapid optimization of axial flow pumps	3
On the cavitation-induced collapse erosion of a turbofan fuel pump	3
Cellular automata to understand the prograding limit of deltaic tidal flat	3
Effects of wavy structure, ambient conditions and solar intensities on flow and temperature distributions in a mini solar flat plate collector using computational fluid dynamics	3
Dynamic behaviour and energy dissipation of offline air pockets in transient pipe flows	3
Computational fluid dynamics analysis and extended adaptive hybrid functions model-based design optimization of an explosion-proof safety valve	3
Analysis and prediction of force characteristics of tubular turbine based on Hankel-DMD-LSTM	3
Influence of the flow field and vortex structure of patient-specific abdominal aortic aneurysm with intraluminal thrombus on the arterial wall	3
A CNN-PINN-DRL driven method for shape optimization of airfoils	3
Hydrodynamic behaviors of self-propelled sperms in confined spaces	3
Effect of impeller shroud trimming on the hydraulic performance of centrifugal pumps with low and medium specific speeds	3
Optimization of cargo distribution for high-speed freight trains to overcome strong wind conditions	3
Thermal transport and magnetohydrodynamics flow of generalized Newtonian nanofluid with inherent irreversibility between conduit with slip at the walls	3
Topological and hydrodynamic analyses of solar thermochemical reactors for aerodynamic-aided window protection	3
Computational analysis of turbulent flow characteristics in nanofluids containing 1-D and 2-D carbon nanomaterials: grid optimization and performance evaluation	3
Robust optimisation of the streamlined shape of a high-speed train in crosswind conditions	3
Data-driven prediction of critical diameter for deterministic lateral displacement devices: an integrated DPD-ML approach	3
Aerodynamic energy consumption analysis of divided evacuated tube transportation system	3
Investigation on flow mechanism of an advanced transonic centrifugal compressor with free-form impeller at design and off-design speeds	3
Aerodynamic noise prediction of a high-speed centrifugal fan considering impeller-eccentric effect	3
Delft3D model-based estuarine suspended sediment budget with morphodynamic changes of the channel-shoal complex in a mega fluvial-tidal delta	3
Rapid flood inundation mapping by integrating deep learning-based image super-resolution with coarse-grid hydrodynamic modeling	3
Numerical simulation investigation of the mechanism of lacquer curtain formation in curtain coating	3