Engineering Applications of Computational Fluid Mechanics

Papers
(The TQCC of Engineering Applications of Computational Fluid Mechanics is 7. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-07-01 to 2024-07-01.)
ArticleCitations
Seismic performance analysis of a wind turbine with a monopile foundation affected by sea ice based on a simple numerical method57
Forecast of rainfall distribution based on fixed sliding window long short-term memory50
Modeling the fluctuations of groundwater level by employing ensemble deep learning techniques44
Groundwater level prediction in arid areas using wavelet analysis and Gaussian process regression39
Novel Genetic Algorithm (GA) based hybrid machine learning-pedotransfer Function (ML-PTF) for prediction of spatial pattern of saturated hydraulic conductivity35
Study on the characteristics of horn-like vortices in an axial flow pump impeller under off-design conditions32
Numerical investigation on the aerodynamic resistances of double-unit trains with different gap lengths29
Prediction of daily water level using new hybridized GS-GMDH and ANFIS-FCM models25
Time series-based groundwater level forecasting using gated recurrent unit deep neural networks25
Hybrid deep learning model for ozone concentration prediction: comprehensive evaluation and comparison with various machine and deep learning algorithms25
Daily pan-evaporation estimation in different agro-climatic zones using novel hybrid support vector regression optimized by Salp swarm algorithm in conjunction with gamma test24
Investigating photovoltaic solar power output forecasting using machine learning algorithms22
Design and optimization of a bio-inspired hull shape for AUV by surrogate model technology21
Water level prediction using various machine learning algorithms: a case study of Durian Tunggal river, Malaysia20
Accurate discharge coefficient prediction of streamlined weirs by coupling linear regression and deep convolutional gated recurrent unit20
Rigid vorticity transport equation and its application to vortical structure evolution analysis in hydro-energy machinery20
Deep learning versus gradient boosting machine for pan evaporation prediction20
Artificial intelligence models for suspended river sediment prediction: state-of-the art, modeling framework appraisal, and proposed future research directions20
Pan evaporation estimation by relevance vector machine tuned with new metaheuristic algorithms using limited climatic data20
Energy-saving oriented optimization design of the impeller and volute of a multi-stage double-suction centrifugal pump using artificial neural network17
Intelligent Bayesian regularization networks for bio-convective nanofluid flow model involving gyro-tactic organisms with viscous dissipation, stratification and heat immersion17
Clocking effect of outlet RGVs on hydrodynamic characteristics in a centrifugal pump with an inlet inducer by CFD method17
A decomposition and multi-objective evolutionary optimization model for suspended sediment load prediction in rivers17
Optimization of performance and emission of compression ignition engine fueled with propylene glycol and biodiesel–diesel blends using artificial intelligence method of ANN-GA-RSM16
Performance improvement of machine learning models via wavelet theory in estimating monthly river streamflow16
Hybrid model of support vector regression and fruitfly optimization algorithm for predicting ski-jump spillway scour geometry16
Numerical study on aerodynamic resistance reduction of high-speed train using vortex generator15
Transmission of COVID-19 virus by cough-induced particles in an airliner cabin section15
Using soft computing and machine learning algorithms to predict the discharge coefficient of curved labyrinth overflows15
Mitigating crosswind effect on high-speed trains by active blowing method: a comparative study15
Circulatory System Based Optimization (CSBO): an expert multilevel biologically inspired meta-heuristic algorithm14
Estimation of natural streams longitudinal dispersion coefficient using hybrid evolutionary machine learning model13
An integrated machine learning, noise suppression, and population-based algorithm to improve total dissolved solids prediction13
Drug delivery and adhesion of magnetic nanoparticles coated nanoliposomes and microbubbles to atherosclerotic plaques under magnetic and ultrasound fields13
Numerical simulation of structural response during propeller-rudder interaction12
Numerical study of wake and potential interactions in a two-stage centrifugal refrigeration compressor12
Experimental and CFD analysis on the pressure ratio and entropy increment in a cover-plate pre-swirl system of gas turbine engine12
Optimization of reservoir operation at Klang Gate Dam utilizing a whale optimization algorithm and a Lévy flight and distribution enhancement technique12
Influence of blade inlet angle on the performance of a single blade centrifugal pump12
Spatiotemporal characterization and forecasting of coastal water quality in the semi-enclosed Tolo Harbour based on machine learning and EKC analysis12
Efficacy of applying discontinuous boundary condition on the heat transfer and entropy generation through a slip microchannel equipped with nanofluid12
Performance evaluation of sediment ejector efficiency using hybrid neuro-fuzzy models12
Three-dimensional CFD analysis of liquid slug acceleration and impact in a voided pipeline with end orifice11
Application of an unstructured overset method for predicting the gear windage power losses11
Evaluation of novel-objective functions in the design optimization of a transonic rotor by using deep learning11
Effective simulation of flow in a moderately curved bend with a single short branch to support the design optimization of river-branch–plant configurations11
Effect of impeller shroud trimming on the hydraulic performance of centrifugal pumps with low and medium specific speeds11
Numerical study of the effects of CO2 gas in geothermal water on the fluid-flow characteristics in production wells11
Effects of different vortex designs on optimization results of mixed-flow pump11
Simulation strategy of the full-scale ship resistance and propulsion performance11
Monthly and seasonal hydrological drought forecasting using multiple extreme learning machine models11
Thermal transport and magnetohydrodynamics flow of generalized Newtonian nanofluid with inherent irreversibility between conduit with slip at the walls11
Effects of in-line deflectors on the overall performance of a channel heat exchanger11
Research on the hull form optimization using the surrogate models10
A global analysis of a coupled violent vertical sloshing problem using an SPH methodology10
Numerical study of ducted turbines in bi-directional tidal flows10
Assessment of cavitation noise in a centrifugal pump using acoustic finite element method and spherical cavity radiation theory10
A comparison of machine learning models for suspended sediment load classification10
Numerical and experimental investigations on non-axisymmetric D-type inlet nozzle for a squirrel-cage fan10
Discharge coefficient prediction of canal radial gate using neurocomputing models: an investigation of free and submerged flow scenarios10
Double droplet splashing on a thin liquid film with a pseudopotential lattice Boltzmann method10
Computational study of the application of Al2O3 nanoparticles to forced convection of high-Reynolds swirling jets for engineering cooling processes9
Numerical assessment of canopy blocking effect on partly-obstructed channel flows: from perturbations to vortices9
Numerical study on the effect of tangential intake on vortex dropshaft assessment using pressure distributions9
Evaluating the potential of offshore wind energy in the Gulf of Oman using the MENA-CORDEX wind speed data simulations9
Numerical simulation of ball bearing flow field using the moving particle semi-implicit method9
Wind speed prediction over Malaysia using various machine learning models: potential renewable energy source9
Scaling law of the one-direction flow characteristics of symmetric Tesla valve9
An aerodynamic optimization design study on the bio-inspired airfoil with leading-edge tubercles9
Atmosphere air temperature forecasting using the honey badger optimization algorithm: on the warmest and coldest areas of the world9
Modeling the infiltration rate of wastewater infiltration basins considering water quality parameters using different artificial neural network techniques9
A prediction model of wall shear stress for ultra-high-pressure water-jet nozzle based on hybrid BP neural network9
Numerical study of instability mechanism in the air-core vortex formation process9
CFD investigation of blind-tee effects on flow mixing mechanism in subsea pipelines9
Aerodynamic noise prediction of a high-speed centrifugal fan considering impeller-eccentric effect8
Two-dimensional smoothed particle hydrodynamics (SPH) simulation of multiphase melting flows and associated interface behavior8
Computational research on the formation mechanism of double humps in pump–turbines8
Hydraulic axial plunger pump: gaseous and vaporous cavitation characteristics and optimization method8
Field measurements and CFD simulations of wind characteristics at the Yellow River bridge site in a converging-channel terrain8
Influencing mechanism of an external magnetic field on fluid flow, heat transfer and microstructure in aluminum resistance spot welding8
Computational fluid dynamics analysis and extended adaptive hybrid functions model-based design optimization of an explosion-proof safety valve8
Optimization of extreme learning machine model with biological heuristic algorithms to estimate daily reference evapotranspiration in Hetao Irrigation District of China8
Leak detection and size identification in fluid pipelines using a novel vulnerability index and 1-D convolutional neural network8
Hydrodynamic performance of a rim-driven thruster improved with gap geometry adjustment7
Design optimization of a vane type pre-swirl nozzle7
Numerical investigation of magnetic field on forced convection heat transfer and entropy generation in a microchannel with trapezoidal ribs7
The influence of the blade tip shape on brownout by an approach based on computational fluid dynamics7
Effects of low-level hydroxy as a gaseous additive on performance and emission characteristics of a dual fuel diesel engine fueled by diesel/biodiesel blends7
Numerical investigation into the cavitating jet inside water poppet valves with varied valve seat structures7
Energetic thermo-physical analysis of MLP-RBF feed-forward neural network compared with RLS Fuzzy to predict CuO/liquid paraffin mixture properties7
An investigation on the switching of asymmetric wake flow and the bi-stable flow states of a simplified heavy vehicle7
Numerical analysis of vortex and cavitation dynamics of an axial-flow pump7
Influence of water based binary composite nanofluids on thermal performance of solar thermal technologies: sustainability assessments7
Improved method for identifying Manning’s roughness coefficients in plain looped river network area7
Research on the lean and swept optimization of a single stage axial compressor7
CFD-PBM Coupled modeling of bubble size distribution in a swirling-flow nanobubble generator7
Heat transfer and fluid flow analysis using nanofluids in diamond-shaped cavities with novel obstacles7
Numerical investigation of two-phase flow through tube bundles based on the lattice Boltzmann method7
A comparative study on computational fluid dynamic, fluid-structure interaction and static structural analyses of cerebral aneurysm7
The effect of covering structure in pantograph sinking platform on the aerodynamics of high- speed train7
Numerical simulation of a cyclone separator to recycle the active components of waste lithium batteries7
Aerodynamic performance of traveling road vehicles on a single-level rail-cum-road bridge under crosswind and aerodynamic impact of traveling trains7
Role of gradients and vortexes on suitable location of discrete heat sources on a sinusoidal-wall microchannel7
A study on the cavitating flow around an elliptical disk-shaped cavitator for non-body-of-revolution underwater vehicles7
Flow analysis and optimization of a vertical axis wind turbine blade with a dimple7
Pipeline leak diagnosis based on leak-augmented scalograms and deep learning7
Effects of progressive carotid stenosis on cerebral haemodynamics: aortic-cerebral 3D patient-specific simulation7
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