OOIR: Observatory of International Research

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 2020-05-01 to 2024-05-01.)

Article	Citations
Seismic performance analysis of a wind turbine with a monopile foundation affected by sea ice based on a simple numerical method	56
Forecast of rainfall distribution based on fixed sliding window long short-term memory	46
Modeling the fluctuations of groundwater level by employing ensemble deep learning techniques	44
Groundwater level prediction in arid areas using wavelet analysis and Gaussian process regression	36
Novel Genetic Algorithm (GA) based hybrid machine learning-pedotransfer Function (ML-PTF) for prediction of spatial pattern of saturated hydraulic conductivity	32
Study on the characteristics of horn-like vortices in an axial flow pump impeller under off-design conditions	30
Numerical investigation on the aerodynamic resistances of double-unit trains with different gap lengths	29
Hybrid deep learning model for ozone concentration prediction: comprehensive evaluation and comparison with various machine and deep learning algorithms	25
Prediction of daily water level using new hybridized GS-GMDH and ANFIS-FCM models	25
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	24
Time series-based groundwater level forecasting using gated recurrent unit deep neural networks	23
Accurate discharge coefficient prediction of streamlined weirs by coupling linear regression and deep convolutional gated recurrent unit	20
Investigating photovoltaic solar power output forecasting using machine learning algorithms	19
Water level prediction using various machine learning algorithms: a case study of Durian Tunggal river, Malaysia	19
Pan evaporation estimation by relevance vector machine tuned with new metaheuristic algorithms using limited climatic data	18
Design and optimization of a bio-inspired hull shape for AUV by surrogate model technology	18
Artificial intelligence models for suspended river sediment prediction: state-of-the art, modeling framework appraisal, and proposed future research directions	18
Rigid vorticity transport equation and its application to vortical structure evolution analysis in hydro-energy machinery	17
Deep learning versus gradient boosting machine for pan evaporation prediction	16
Using soft computing and machine learning algorithms to predict the discharge coefficient of curved labyrinth overflows	15
Transmission of COVID-19 virus by cough-induced particles in an airliner cabin section	15
Performance improvement of machine learning models via wavelet theory in estimating monthly river streamflow	15
Hybrid model of support vector regression and fruitfly optimization algorithm for predicting ski-jump spillway scour geometry	15
Intelligent Bayesian regularization networks for bio-convective nanofluid flow model involving gyro-tactic organisms with viscous dissipation, stratification and heat immersion	15
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	14

Energy-saving oriented optimization design of the impeller and volute of a multi-stage double-suction centrifugal pump using artificial neural network	14
A decomposition and multi-objective evolutionary optimization model for suspended sediment load prediction in rivers	14
Clocking effect of outlet RGVs on hydrodynamic characteristics in a centrifugal pump with an inlet inducer by CFD method	13
Drug delivery and adhesion of magnetic nanoparticles coated nanoliposomes and microbubbles to atherosclerotic plaques under magnetic and ultrasound fields	13
Mitigating crosswind effect on high-speed trains by active blowing method: a comparative study	13
Numerical study on aerodynamic resistance reduction of high-speed train using vortex generator	12
Performance evaluation of sediment ejector efficiency using hybrid neuro-fuzzy models	12
Optimization of reservoir operation at Klang Gate Dam utilizing a whale optimization algorithm and a Lévy flight and distribution enhancement technique	12
Influence of blade inlet angle on the performance of a single blade centrifugal pump	12
An integrated machine learning, noise suppression, and population-based algorithm to improve total dissolved solids prediction	12
Numerical study of wake and potential interactions in a two-stage centrifugal refrigeration compressor	12
Estimation of natural streams longitudinal dispersion coefficient using hybrid evolutionary machine learning model	12
Effects of in-line deflectors on the overall performance of a channel heat exchanger	11
Spatiotemporal characterization and forecasting of coastal water quality in the semi-enclosed Tolo Harbour based on machine learning and EKC analysis	11
Numerical simulation of structural response during propeller-rudder interaction	11
Numerical study of the effects of CO₂ gas in geothermal water on the fluid-flow characteristics in production wells	11
Effective simulation of flow in a moderately curved bend with a single short branch to support the design optimization of river-branch–plant configurations	11
Three-dimensional CFD analysis of liquid slug acceleration and impact in a voided pipeline with end orifice	11
Circulatory System Based Optimization (CSBO): an expert multilevel biologically inspired meta-heuristic algorithm	11
Efficacy of applying discontinuous boundary condition on the heat transfer and entropy generation through a slip microchannel equipped with nanofluid	11
Application of an unstructured overset method for predicting the gear windage power losses	11
Evaluation of novel-objective functions in the design optimization of a transonic rotor by using deep learning	11
Effect of impeller shroud trimming on the hydraulic performance of centrifugal pumps with low and medium specific speeds	10
Numerical study of ducted turbines in bi-directional tidal flows	10
Monthly and seasonal hydrological drought forecasting using multiple extreme learning machine models	10
Thermal transport and magnetohydrodynamics flow of generalized Newtonian nanofluid with inherent irreversibility between conduit with slip at the walls	10
Numerical and experimental investigations on non-axisymmetric D-type inlet nozzle for a squirrel-cage fan	10
A global analysis of a coupled violent vertical sloshing problem using an SPH methodology	10
Double droplet splashing on a thin liquid film with a pseudopotential lattice Boltzmann method	10
Experimental and CFD analysis on the pressure ratio and entropy increment in a cover-plate pre-swirl system of gas turbine engine	10
Computational study of the application of Al₂O₃ nanoparticles to forced convection of high-Reynolds swirling jets for engineering cooling processes	9
A comparison of machine learning models for suspended sediment load classification	9
CFD investigation of blind-tee effects on flow mixing mechanism in subsea pipelines	9
Discharge coefficient prediction of canal radial gate using neurocomputing models: an investigation of free and submerged flow scenarios	9
Effects of different vortex designs on optimization results of mixed-flow pump	9
Simulation strategy of the full-scale ship resistance and propulsion performance	9
Modeling the infiltration rate of wastewater infiltration basins considering water quality parameters using different artificial neural network techniques	9
Numerical study on the effect of tangential intake on vortex dropshaft assessment using pressure distributions	9
Optimization of extreme learning machine model with biological heuristic algorithms to estimate daily reference evapotranspiration in Hetao Irrigation District of China	8
Wind speed prediction over Malaysia using various machine learning models: potential renewable energy source	8
Leak detection and size identification in fluid pipelines using a novel vulnerability index and 1-D convolutional neural network	8
Numerical simulation of ball bearing flow field using the moving particle semi-implicit method	8
Assessment of cavitation noise in a centrifugal pump using acoustic finite element method and spherical cavity radiation theory	8
Numerical assessment of canopy blocking effect on partly-obstructed channel flows: from perturbations to vortices	8
Numerical study of instability mechanism in the air-core vortex formation process	8
An aerodynamic optimization design study on the bio-inspired airfoil with leading-edge tubercles	8
Hydraulic axial plunger pump: gaseous and vaporous cavitation characteristics and optimization method	8
Field measurements and CFD simulations of wind characteristics at the Yellow River bridge site in a converging-channel terrain	8
A prediction model of wall shear stress for ultra-high-pressure water-jet nozzle based on hybrid BP neural network	8
Evaluating the potential of offshore wind energy in the Gulf of Oman using the MENA-CORDEX wind speed data simulations	8

Aerodynamic noise prediction of a high-speed centrifugal fan considering impeller-eccentric effect	8
Influencing mechanism of an external magnetic field on fluid flow, heat transfer and microstructure in aluminum resistance spot welding	7
Research on the lean and swept optimization of a single stage axial compressor	7
Numerical investigation of two-phase flow through tube bundles based on the lattice Boltzmann method	7
Computational research on the formation mechanism of double humps in pump–turbines	7
Atmosphere air temperature forecasting using the honey badger optimization algorithm: on the warmest and coldest areas of the world	7
Computational fluid dynamics analysis and extended adaptive hybrid functions model-based design optimization of an explosion-proof safety valve	7
Numerical investigation of magnetic field on forced convection heat transfer and entropy generation in a microchannel with trapezoidal ribs	7
Two-dimensional smoothed particle hydrodynamics (SPH) simulation of multiphase melting flows and associated interface behavior	7
Numerical investigation into the cavitating jet inside water poppet valves with varied valve seat structures	7
Role of gradients and vortexes on suitable location of discrete heat sources on a sinusoidal-wall microchannel	7
Influence of water based binary composite nanofluids on thermal performance of solar thermal technologies: sustainability assessments	7
Flow analysis and optimization of a vertical axis wind turbine blade with a dimple	7
Design optimization of a vane type pre-swirl nozzle	7
Aerodynamic performance of traveling road vehicles on a single-level rail-cum-road bridge under crosswind and aerodynamic impact of traveling trains	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
Effects of progressive carotid stenosis on cerebral haemodynamics: aortic-cerebral 3D patient-specific simulation	7
The effect of covering structure in pantograph sinking platform on the aerodynamics of high- speed train	7
Energetic thermo-physical analysis of MLP-RBF feed-forward neural network compared with RLS Fuzzy to predict CuO/liquid paraffin mixture properties	7
Research on the hull form optimization using the surrogate models	7
The influence of the blade tip shape on brownout by an approach based on computational fluid dynamics	7