Engineering Applications of Computational Fluid Mechanics

Article	Citations
Seismic performance analysis of a wind turbine with a monopile foundation affected by sea ice based on a simple numerical method	55
Forecast of rainfall distribution based on fixed sliding window long short-term memory	51
Modeling the fluctuations of groundwater level by employing ensemble deep learning techniques	43
Deep learning versus gradient boosting machine for pan evaporation prediction	40
Groundwater level prediction in arid areas using wavelet analysis and Gaussian process regression	39
Novel Genetic Algorithm (GA) based hybrid machine learning-pedotransfer Function (ML-PTF) for prediction of spatial pattern of saturated hydraulic conductivity	35
Study on the characteristics of horn-like vortices in an axial flow pump impeller under off-design conditions	31
Investigating photovoltaic solar power output forecasting using machine learning algorithms	28
Numerical investigation on the aerodynamic resistances of double-unit trains with different gap lengths	28
Time series-based groundwater level forecasting using gated recurrent unit deep neural networks	27
Hybrid deep learning model for ozone concentration prediction: comprehensive evaluation and comparison with various machine and deep learning algorithms	26
Pan evaporation estimation by relevance vector machine tuned with new metaheuristic algorithms using limited climatic data	25
Prediction of daily water level using new hybridized GS-GMDH and ANFIS-FCM models	25
Design and optimization of a bio-inspired hull shape for AUV by surrogate model technology	23
Daily pan-evaporation estimation in different agro-climatic zones using novel hybrid support vector regression optimized by Salp swarm algorithm in conjunction with gamma test	21
Artificial intelligence models for suspended river sediment prediction: state-of-the art, modeling framework appraisal, and proposed future research directions	21
Water level prediction using various machine learning algorithms: a case study of Durian Tunggal river, Malaysia	21
Accurate discharge coefficient prediction of streamlined weirs by coupling linear regression and deep convolutional gated recurrent unit	20
Performance improvement of machine learning models via wavelet theory in estimating monthly river streamflow	20
Rigid vorticity transport equation and its application to vortical structure evolution analysis in hydro-energy machinery	19
A decomposition and multi-objective evolutionary optimization model for suspended sediment load prediction in rivers	18
Energy-saving oriented optimization design of the impeller and volute of a multi-stage double-suction centrifugal pump using artificial neural network	18
Numerical study on aerodynamic resistance reduction of high-speed train using vortex generator	17
Using soft computing and machine learning algorithms to predict the discharge coefficient of curved labyrinth overflows	17
Spatiotemporal characterization and forecasting of coastal water quality in the semi-enclosed Tolo Harbour based on machine learning and EKC analysis	17

Intelligent Bayesian regularization networks for bio-convective nanofluid flow model involving gyro-tactic organisms with viscous dissipation, stratification and heat immersion	16
Hybrid model of support vector regression and fruitfly optimization algorithm for predicting ski-jump spillway scour geometry	16
Clocking effect of outlet RGVs on hydrodynamic characteristics in a centrifugal pump with an inlet inducer by CFD method	16
Optimization of performance and emission of compression ignition engine fueled with propylene glycol and biodiesel–diesel blends using artificial intelligence method of ANN-GA-RSM	15
Mitigating crosswind effect on high-speed trains by active blowing method: a comparative study	15
Circulatory System Based Optimization (CSBO): an expert multilevel biologically inspired meta-heuristic algorithm	14
Drug delivery and adhesion of magnetic nanoparticles coated nanoliposomes and microbubbles to atherosclerotic plaques under magnetic and ultrasound fields	14
Experimental and CFD analysis on the pressure ratio and entropy increment in a cover-plate pre-swirl system of gas turbine engine	14
An integrated machine learning, noise suppression, and population-based algorithm to improve total dissolved solids prediction	13
Assessment of cavitation noise in a centrifugal pump using acoustic finite element method and spherical cavity radiation theory	13
Estimation of natural streams longitudinal dispersion coefficient using hybrid evolutionary machine learning model	13
Three-dimensional CFD analysis of liquid slug acceleration and impact in a voided pipeline with end orifice	13
Thermal transport and magnetohydrodynamics flow of generalized Newtonian nanofluid with inherent irreversibility between conduit with slip at the walls	13
Transmission of COVID-19 virus by cough-induced particles in an airliner cabin section	13
Simulation strategy of the full-scale ship resistance and propulsion performance	13
Monthly and seasonal hydrological drought forecasting using multiple extreme learning machine models	13
Efficacy of applying discontinuous boundary condition on the heat transfer and entropy generation through a slip microchannel equipped with nanofluid	13
Discharge coefficient prediction of canal radial gate using neurocomputing models: an investigation of free and submerged flow scenarios	12
A prediction model of wall shear stress for ultra-high-pressure water-jet nozzle based on hybrid BP neural network	12
Performance evaluation of sediment ejector efficiency using hybrid neuro-fuzzy models	12
Numerical simulation of structural response during propeller-rudder interaction	12
Effects of different vortex designs on optimization results of mixed-flow pump	12
Effective simulation of flow in a moderately curved bend with a single short branch to support the design optimization of river-branch–plant configurations	12
Research on the hull form optimization using the surrogate models	12
A comparison of machine learning models for suspended sediment load classification	12
Numerical study of instability mechanism in the air-core vortex formation process	12
Effect of impeller shroud trimming on the hydraulic performance of centrifugal pumps with low and medium specific speeds	11
Double droplet splashing on a thin liquid film with a pseudopotential lattice Boltzmann method	11
Hydrodynamic numerical simulation and prediction of bionic fish based on computational fluid dynamics and multilayer perceptron	11
Atmosphere air temperature forecasting using the honey badger optimization algorithm: on the warmest and coldest areas of the world	11
Numerical study of the effects of CO2 gas in geothermal water on the fluid-flow characteristics in production wells	11
Wind speed prediction over Malaysia using various machine learning models: potential renewable energy source	11
Leak detection and size identification in fluid pipelines using a novel vulnerability index and 1-D convolutional neural network	11
Numerical simulation of ball bearing flow field using the moving particle semi-implicit method	11
Modeling the infiltration rate of wastewater infiltration basins considering water quality parameters using different artificial neural network techniques	11
Scaling law of the one-direction flow characteristics of symmetric Tesla valve	11
Optimization of reservoir operation at Klang Gate Dam utilizing a whale optimization algorithm and a Lévy flight and distribution enhancement technique	10
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	10
Improved method for identifying Manning’s roughness coefficients in plain looped river network area	10
Numerical study of wake and potential interactions in a two-stage centrifugal refrigeration compressor	10
Numerical assessment of canopy blocking effect on partly-obstructed channel flows: from perturbations to vortices	10
Numerical study of ducted turbines in bi-directional tidal flows	10
Optimization of extreme learning machine model with biological heuristic algorithms to estimate daily reference evapotranspiration in Hetao Irrigation District of China	9
Numerical study on the effect of tangential intake on vortex dropshaft assessment using pressure distributions	9
Evaluating the potential of offshore wind energy in the Gulf of Oman using the MENA-CORDEX wind speed data simulations	9
Application of an unstructured overset method for predicting the gear windage power losses	9
Influencing mechanism of an external magnetic field on fluid flow, heat transfer and microstructure in aluminum resistance spot welding	9
Pipeline leak diagnosis based on leak-augmented scalograms and deep learning	9
Effects of in-line deflectors on the overall performance of a channel heat exchanger	9
Numerical simulation of a cyclone separator to recycle the active components of waste lithium batteries	9

Two-dimensional smoothed particle hydrodynamics (SPH) simulation of multiphase melting flows and associated interface behavior	9
Influence of blade inlet angle on the performance of a single blade centrifugal pump	9
An aerodynamic optimization design study on the bio-inspired airfoil with leading-edge tubercles	9
Hydrodynamic performance of a rim-driven thruster improved with gap geometry adjustment	8
MHD unsteady flow of carbon nanotubes over nonlinear radiative surface with anisotropic slip conditions: computational analysis of irreversibility for Yamada-Ota model	8
Estimation and interpretation of equilibrium scour depth around circular bridge piers by using optimized XGBoost and SHAP	8
Computational research on the formation mechanism of double humps in pump–turbines	8
The effect of covering structure in pantograph sinking platform on the aerodynamics of high- speed train	8
Hydraulic axial plunger pump: gaseous and vaporous cavitation characteristics and optimization method	8
Evaluation of novel-objective functions in the design optimization of a transonic rotor by using deep learning	8
A novel deep U-Net-LSTM framework for time-sequenced hydrodynamics prediction of the SUBOFF AFF-8	8
A novel problem-solving method by multi-computational optimisation of artificial neural network for modelling and prediction of the flow erosion processes	8
Numerical analysis of vortex and cavitation dynamics of an axial-flow pump	8
Aerodynamic noise prediction of a high-speed centrifugal fan considering impeller-eccentric effect	8
Research on the lean and swept optimization of a single stage axial compressor	8
Flow analysis and optimization of a vertical axis wind turbine blade with a dimple	8
A comparative study on computational fluid dynamic, fluid-structure interaction and static structural analyses of cerebral aneurysm	8
Computational study of the application of Al2O3 nanoparticles to forced convection of high-Reynolds swirling jets for engineering cooling processes	8
Numerical simulation of inertial microfluidics: a review	7
Field measurements and CFD simulations of wind characteristics at the Yellow River bridge site in a converging-channel terrain	7
Aerodynamic performance of traveling road vehicles on a single-level rail-cum-road bridge under crosswind and aerodynamic impact of traveling trains	7
Soil moisture estimation using novel bio-inspired soft computing approaches	7
Effects of progressive carotid stenosis on cerebral haemodynamics: aortic-cerebral 3D patient-specific simulation	7
CFD investigation of blind-tee effects on flow mixing mechanism in subsea pipelines	7
Influence of water based binary composite nanofluids on thermal performance of solar thermal technologies: sustainability assessments	7
Computational fluid dynamics analysis and extended adaptive hybrid functions model-based design optimization of an explosion-proof safety valve	7
Enhancement of nitrogen prediction accuracy through a new hybrid model using ant colony optimization and an Elman neural network	7
A study on the cavitating flow around an elliptical disk-shaped cavitator for non-body-of-revolution underwater vehicles	7
Study on transport phenomena and performance of proton exchange membrane fuel cell with radial flow fields	7
Effects of low-level hydroxy as a gaseous additive on performance and emission characteristics of a dual fuel diesel engine fueled by diesel/biodiesel blends	7
Design optimization of a vane type pre-swirl nozzle	7
Effects of pulsed endwall air injection on corner separation and vortical flow of a compressor cascade	7
Numerical investigation of magnetic field on forced convection heat transfer and entropy generation in a microchannel with trapezoidal ribs	7
Heat transfer and fluid flow analysis using nanofluids in diamond-shaped cavities with novel obstacles	7
An investigation on the switching of asymmetric wake flow and the bi-stable flow states of a simplified heavy vehicle	7
Numerical and experimental investigations on non-axisymmetric D-type inlet nozzle for a squirrel-cage fan	7
Numerical and intelligent neuro-computational modelling with Fourier’s energy and Fick’s mass flux theory of 3D fluid flow through a stretchable surface	6
Numerical study on the stability enhancement mechanism of self-recirculating casing treatment in a counter-rotating axial-flow compressor	6
Development of Smoothed Particle Hydrodynamics based water hammer model for water distribution systems	6
Photovoltaic-thermal system combined with wavy tubes, twisted tape inserts and a novel coolant fluid: energy and exergy analysis	6
A global analysis of a coupled violent vertical sloshing problem using an SPH methodology	6
Validation and simulation of cavitation flow in a centrifugal pump by filter-based turbulence model	6
Modeling of carbon dioxide solubility in ionic liquids based on group method of data handling	6
Impact of the gap distance between two adjacent external windshields of a high-speed train on surrounding flow characteristics: an IDDES study	6
Numerical investigation of air admission influence on the precessing vortex rope in a Francis turbine	6
Analysis of the high-speed jet in a liquid-ring pump ejector using a proper orthogonal decomposition method	6
Numerical simulation of gas-liquid transport in porous media using 3D color-gradient lattice Boltzmann method: trapped air and oxygen diffusion coefficient analysis	6
Energetic thermo-physical analysis of MLP-RBF feed-forward neural network compared with RLS Fuzzy to predict CuO/liquid paraffin mixture properties	6
Machine learning model development for predicting aeration efficiency through Parshall flume	6
Energy and cost management of different mixing ratios and morphologies on mono and hybrid nanofluids in collector technologies	6
Dimensionless impedance method for the transient response of pressurized pipeline system	6
CFD-aided study on transient wave-blockage interaction in a pressurized fluid pipeline	6
Characteristic analysis and motion control of a novel ball double-screw hydraulic robot joint	6
Numerical investigation of carotid stenosis in three-dimensional aortic-cerebral vasculature: pulsatility index, resistive index, time to peak velocity, and flow characteristics	6
The flow and cavitation characteristics of cage-type control valves	6
Role of gradients and vortexes on suitable location of discrete heat sources on a sinusoidal-wall microchannel	6
Experimental and numerical investigation of flow distribution pattern at a T-shape roadway crossing under extreme storms	6
CFD-PBM Coupled modeling of bubble size distribution in a swirling-flow nanobubble generator	6
Numerical study of cavitator angle effect on ventilated supercavitating flow	6
Influence of the flow field and vortex structure of patient-specific abdominal aortic aneurysm with intraluminal thrombus on the arterial wall	6
Influence of wind barrier on the transient aerodynamic performance of high-speed trains under crosswinds at tunnel–bridge sections	6
The influence of the blade tip shape on brownout by an approach based on computational fluid dynamics	6
Numerical investigation into the cavitating jet inside water poppet valves with varied valve seat structures	6
Large eddy simulation of premixed hydrogen-rich gas turbine combustion based on reduced reaction mechanisms	6
Numerical investigation of two-phase flow through tube bundles based on the lattice Boltzmann method	6
Surrogate model-based multiobjective design optimization for air-cooled battery thermal management systems	6
An efficient geometric constraint handling method for surrogate-based aerodynamic shape optimization	5
Large-eddy simulation and mathematical model of vortex breakdown and pressure drop in a cavity with tubeless vortex reducer	5
Adjoint-based shape optimization for the minimization of flow-induced hemolysis in biomedical applications	5
Numerical investigation on the coupled mechanisms of bubble breakup in a venturi-type bubble generator	5
Integration of neural network and fuzzy logic decision making compared with bilayered neural network in the simulation of daily dew point temperature	5
Aerodynamic analysis on unsteady characteristics of a ducted fan hovering in ceiling effect	5
Designing a committee of machines for modeling viscosity of water-based nanofluids	5
Modelling of suspended sediment load by Bayesian optimized machine learning methods with seasonal adjustment	5
Thermal boundary condition analysis of cooling objects exposed to a free impinging jet using the heatline concept	5
Automatic optimization of centrifugal pump for energy conservation and efficiency enhancement based on response surface methodology and computational fluid dynamics	5
Structural parameters optimization of submerged inlet using least squares support vector machines and improved genetic algorithm-particle swarm optimization approach	5
Numerical study on aerodynamic drag and noise of high-speed pantograph by introducing spanwise waviness	5
Computational analysis of naturally oscillating tandem square and circular bluff bodies: a GPU based immersed boundary – lattice Boltzmann approach	5
A numerical study of flow field and particle deposition in nasal channels with deviant geometry	5

Experimental and numerical investigation on the aerodynamics of isolated high-rise building and phenomenology of twisted wind field	5
Energy management of a concentrated photovoltaic−thermal unit utilizing nanofluid jet impingement in existence of thermoelectric module	5
Numerical study on transient four-quadrant hydrodynamic performance of cycloidal propellers	5
Numerical analysis of a new cross-flow type hydraulic turbine for high head and low flow rate	5
Experimental and numerical investigation on convective heat transfer in actively heated bundle-pipe	5
Forecasting the discharge capacity of inflatable rubber dams using hybrid machine learning models	5
Comparison of haemodynamics in carotid endarterectomy: primary closure versus patch angioplasty	5
Performance assessment of lift-based turbine for small-scale power generation in water pipelines using OpenFOAM	5
Numerical investigation of mesoscale multiphase mass transport mechanism in fibrous porous media	5
Automatic optimization of centrifugal pump based on adaptive single-objective algorithm and computational fluid dynamics	5
A CFD–CSD coupling method for simulating the dynamic impact and expulsion of fragile foreign objects from the ‘inlet–bypass duct’ junction of a turboprop aircraft	5
Monthly rainfall forecasting modelling based on advanced machine learning methods: tropical region as case study	5
Aerodynamic analysis and modeling of coaxial ducted fan aircraft with the ceiling effect	5
The impact of employing a magnetic field as well as Fe3O4 nanoparticles on the performance of phase change materials	5
A study on sediment avoidance diversion and the coordinated dispatch of water and sediment at an injection-water supply project on a sediment-laden river	5
Free-surface flow simulations with floating objects using lattice Boltzmann method	5
Sound shielding simulation by coupled discontinuous Galerkin and fast boundary element methods	5
Cooling of rocket plume using aqueous jets during launching	5
Local entropy generation model for numerical CFD analysis of fluid flows through porous media, under laminar and turbulent regimes	5
Insight into dust control performance of a reverse circulation drill bit using multiphase flow simulation	5
Multiscale simulation of flow in gas-lubricated journal bearings: A comparative study between the Reynolds equation and lattice Boltzmann methods	5
Aerodynamic multi-objective optimization on train nose shape using feedforward neural network and sample expansion strategy	5
Optimization of structure parameters in a coal pyrolysis filtration system based on CFD and quadratic regression orthogonal combination and a genetic algorithm	5
Erosion under turbulent flow: a CFD-based simulation of near-wall turbulent impacts with experimental validation	4
Comprehensive analysis of melting enhancement by circular Y-shaped fins in a vertical shell-and-tube heat storage system	4
Investigation on the effect of container configurations and forecastle fairings on wind resistance and aerodynamic performance of large container ships	4
Coupled heat transfer model for the combustion and steam characteristics of coal-fired boilers	4
Resonance risk assessment method on a storage pump’s centrifugal impeller by considering the hydrodynamic damping ratio	4
Afterburning effect on thermal environment of four-engine liquid rockets at different altitudes	4
Impact of the train heights on the aerodynamic behaviour of a high-speed train	4
Study on leading-edge trenched holes arrangement under real turbine flow conditions	4
Analysis of chemical reactive nanofluid flow on stretching surface using numerical soft computing approach for thermal enhancement	4
Hydrodynamic behaviors of self-propelled sperms in confined spaces	4
Direct particle–fluid simulation of flushing flow in electrical discharge machining	4
On the anti-rolling performance of a train using a vortex generator array	4
Data-driven rapid prediction model for aerodynamic force of high-speed train with arbitrary streamlined head	4
Lattice Boltzmann simulation of wetting gradient accelerating droplets merging and shedding on a circumferential surface	4
Near-wall modeling of forests for atmosphere boundary layers using lattice Boltzmann method on GPU	4
A computational study of 3D flow structure in two consecutive bends subject to the influence of tributary inflow in the middle Yangtze River	4
Experimental and numerical investigation on optimization of foaming performance of the kenics static mixer in compressed air foam system	4
Transient two-phase flow behavior in wellbores and well control analysis for sour gas kick with high H2S content	4
Dynamic control method of particle distribution uniformity in the rolling circulating fluidized bed (RCFB)	4
Large eddy simulation on the vortex evolution in a squirrel-cage fan based on a slice computational model	4
Thermal-hydraulic performance of flat-plate microchannel with fractal tree-like structure and self-affine rough wall	4
Numerical analysis and design optimization on full coverage film-cooling for turbine guided vane	4
Approximating heat loss in smart buildings through large scale experimental and computational intelligence solutions	3
Study on dynamic characteristic analysis of vehicle shock absorbers based on bidirectional fluid–solid coupling	3
Machine learning-accelerated aerodynamic inverse design	3
Numerical investigation for coupled rotor/ship flowfield using two models based on the momentum source method	3
Shape optimization of closed-box girder considering dynamic and aerodynamic effects on flutter: a CFD-enabled and Kriging surrogate-based strategy	3
A hybrid of CFD and PSO optimization design method of the integrated slipper/swashplate structure in seawater hydraulic axial piston pump	3
A steady modeling method to study the effect of fluid–structure interaction on the thrust stiffness of an aerostatic spindle	3
Numerical and experimental investigations on drag-reducing effects of riblets	3
Grid resolution assessment method for hybrid RANS-LES in turbomachinery	3
Numerical simulation of cavitation-bubble expansion and collapse inside a bottle subjected to impact on its topside	3
Development and validation of a Riemann solver in OpenFOAM® for non-ideal compressible fluid dynamics	3
Groundwater quality parameters prediction based on data-driven models	3
Effect of impeller inlet diameter on saddle-shaped positive slope and non-uniform flow patterns at low flow rates of a mixed-flow pump	3
Towards a high-resolution modelling scheme for local-scale urban flood risk assessment based on digital aerial photogrammetry	3
Dynamic characteristics of a running away pump-turbine with large head variation: 1D + 3D coupled simulation	3
Numerical analysis on heat-flow-coupled temperature field for orthogonal face gears with oil–jet lubrication	3
Comparison of impulsive wave forces on a semi-submerged platform deck, with and without columns and considering air compressibility effects, under regular wave actions	3
Controllable generation of core-shell composite droplets in a conical inlet double-focus microchannel	3
MVU-Net: a multi-view U-Net architecture for weakly supervised vortex detection	3
CFD modeling of the flow behavior around a PDC drill bit: effects of nano-enhanced drilling fluids on cutting transport and cooling efficiency	3
Investigation on the influence of bucket’s flow patterns on energy conversion characteristics of Pelton turbine	3
Development of a numerical method for multiphase flows using an electrostatic model in a wire-mesh sensor	3
Flow-induced vibration analysis in a pump-turbine runner under transient operating conditions	3
Different scenarios of glycerin conversion to combustible products and their effects on compression ignition engine as fuel additive: a review	3
Buffer scheme for aero-performance deterioration caused by trains passing bilateral vertical noise barriers with crosswinds	3
Comparison of the efficacy of particle swarm optimization and stochastic gradient descent algorithms on multi-layer perceptron model to estimate longitudinal dispersion coefficients in natural streams	3
An improved inflow turbulence generator for large eddy simulation evaluation of wind effects on tall buildings	3
Swirl flow in annular geometry with varying cross-section	3
Effects of flow and heat transfer around a hand-shaped former	3
Numerical simulation of jet impingement relaminarization using nonlinear eddy viscosity turbulence models	3
Investigation on flow mechanism of an advanced transonic centrifugal compressor with free-form impeller at design and off-design speeds	3
Significant wave height forecasting using WRF-CLSF model in Taiwan strait	3
Investigation on energy dissipation mechanism in a double-suction centrifugal pump based on Rortex and enstrophy	3
2D Modelling and energy analysis of entrapped air-pocket propagation and spring-like geysering in the drainage pipeline system	3
In silico modeling for personalized stenting in aortic coarctation	3
Investigation on unstable flow characteristics and energy dissipation in Pelton turbine	3