OOIR: Observatory of International Research

Papers

(The TQCC of Engineering Applications of Computational Fluid Mechanics is 6. 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 2020-04-01 to 2024-04-01.)

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	43
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	31
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	28
Prediction of daily water level using new hybridized GS-GMDH and ANFIS-FCM models	25
Hybrid deep learning model for ozone concentration prediction: comprehensive evaluation and comparison with various machine and deep learning algorithms	23
Time series-based groundwater level forecasting using gated recurrent unit deep neural networks	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	22
Accurate discharge coefficient prediction of streamlined weirs by coupling linear regression and deep convolutional gated recurrent unit	19
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
Investigating photovoltaic solar power output forecasting using machine learning algorithms	17
Pan evaporation estimation by relevance vector machine tuned with new metaheuristic algorithms using limited climatic data	16
Design and optimization of a bio-inspired hull shape for AUV by surrogate model technology	16
Water level prediction using various machine learning algorithms: a case study of Durian Tunggal river, Malaysia	16
Using soft computing and machine learning algorithms to predict the discharge coefficient of curved labyrinth overflows	15
Hybrid model of support vector regression and fruitfly optimization algorithm for predicting ski-jump spillway scour geometry	15
Deep learning versus gradient boosting machine for pan evaporation prediction	15
Performance improvement of machine learning models via wavelet theory in estimating monthly river streamflow	15
A decomposition and multi-objective evolutionary optimization model for suspended sediment load prediction in rivers	14
Intelligent Bayesian regularization networks for bio-convective nanofluid flow model involving gyro-tactic organisms with viscous dissipation, stratification and heat immersion	14
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

Transmission of COVID-19 virus by cough-induced particles in an airliner cabin section	14
Energy-saving oriented optimization design of the impeller and volute of a multi-stage double-suction centrifugal pump using artificial neural network	13
Clocking effect of outlet RGVs on hydrodynamic characteristics in a centrifugal pump with an inlet inducer by CFD method	13
Numerical study of wake and potential interactions in a two-stage centrifugal refrigeration compressor	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
Estimation of natural streams longitudinal dispersion coefficient using hybrid evolutionary machine learning model	12
Efficacy of applying discontinuous boundary condition on the heat transfer and entropy generation through a slip microchannel equipped with nanofluid	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
Evaluation of novel-objective functions in the design optimization of a transonic rotor by using deep learning	11
Optimization of reservoir operation at Klang Gate Dam utilizing a whale optimization algorithm and a Lévy flight and distribution enhancement technique	11
Effects of in-line deflectors on the overall performance of a channel heat exchanger	11
Mitigating crosswind effect on high-speed trains by active blowing method: a comparative study	11
Three-dimensional CFD analysis of liquid slug acceleration and impact in a voided pipeline with end orifice	11
Numerical study on aerodynamic resistance reduction of high-speed train using vortex generator	11
Drug delivery and adhesion of magnetic nanoparticles coated nanoliposomes and microbubbles to atherosclerotic plaques under magnetic and ultrasound fields	11
Performance evaluation of sediment ejector efficiency using hybrid neuro-fuzzy models	11
Spatiotemporal characterization and forecasting of coastal water quality in the semi-enclosed Tolo Harbour based on machine learning and EKC analysis	11
Numerical study of the effects of CO₂ gas in geothermal water on the fluid-flow characteristics in production wells	11
A global analysis of a coupled violent vertical sloshing problem using an SPH methodology	10
Circulatory System Based Optimization (CSBO): an expert multilevel biologically inspired meta-heuristic algorithm	10
Experimental and CFD analysis on the pressure ratio and entropy increment in a cover-plate pre-swirl system of gas turbine engine	10
Application of an unstructured overset method for predicting the gear windage power losses	10
Numerical study of ducted turbines in bi-directional tidal flows	10
Effect of impeller shroud trimming on the hydraulic performance of centrifugal pumps with low and medium specific speeds	10
Numerical simulation of structural response during propeller-rudder interaction	10
Numerical and experimental investigations on non-axisymmetric D-type inlet nozzle for a squirrel-cage fan	10
Simulation strategy of the full-scale ship resistance and propulsion performance	9
Discharge coefficient prediction of canal radial gate using neurocomputing models: an investigation of free and submerged flow scenarios	9
Double droplet splashing on a thin liquid film with a pseudopotential lattice Boltzmann method	9
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
Numerical study on the effect of tangential intake on vortex dropshaft assessment using pressure distributions	9
Monthly and seasonal hydrological drought forecasting using multiple extreme learning machine models	9
Effects of different vortex designs on optimization results of mixed-flow pump	9
Numerical assessment of canopy blocking effect on partly-obstructed channel flows: from perturbations to vortices	8
Leak detection and size identification in fluid pipelines using a novel vulnerability index and 1-D convolutional neural network	8
Hydraulic axial plunger pump: gaseous and vaporous cavitation characteristics and optimization method	8
Modeling the infiltration rate of wastewater infiltration basins considering water quality parameters using different artificial neural network techniques	8
An aerodynamic optimization design study on the bio-inspired airfoil with leading-edge tubercles	8
Field measurements and CFD simulations of wind characteristics at the Yellow River bridge site in a converging-channel terrain	8
Evaluating the potential of offshore wind energy in the Gulf of Oman using the MENA-CORDEX wind speed data simulations	8
CFD investigation of blind-tee effects on flow mixing mechanism in subsea pipelines	8
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
Aerodynamic noise prediction of a high-speed centrifugal fan considering impeller-eccentric effect	7
Thermal transport and magnetohydrodynamics flow of generalized Newtonian nanofluid with inherent irreversibility between conduit with slip at the walls	7
Optimization of extreme learning machine model with biological heuristic algorithms to estimate daily reference evapotranspiration in Hetao Irrigation District of China	7
Research on the lean and swept optimization of a single stage axial compressor	7
Numerical study of instability mechanism in the air-core vortex formation process	7

Effects of progressive carotid stenosis on cerebral haemodynamics: aortic-cerebral 3D patient-specific simulation	7
Numerical simulation of ball bearing flow field using the moving particle semi-implicit method	7
Research on the hull form optimization using the surrogate models	7
Computational fluid dynamics analysis and extended adaptive hybrid functions model-based design optimization of an explosion-proof safety valve	7
The influence of the blade tip shape on brownout by an approach based on computational fluid dynamics	7
A prediction model of wall shear stress for ultra-high-pressure water-jet nozzle based on hybrid BP neural network	7
Numerical investigation into the cavitating jet inside water poppet valves with varied valve seat structures	7
Numerical investigation of two-phase flow through tube bundles based on the lattice Boltzmann method	7
Flow analysis and optimization of a vertical axis wind turbine blade with a dimple	7
The effect of covering structure in pantograph sinking platform on the aerodynamics of high- speed train	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
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
Two-dimensional smoothed particle hydrodynamics (SPH) simulation of multiphase melting flows and associated interface behavior	7
Role of gradients and vortexes on suitable location of discrete heat sources on a sinusoidal-wall microchannel	7
Scaling law of the one-direction flow characteristics of symmetric Tesla valve	6
CFD-PBM Coupled modeling of bubble size distribution in a swirling-flow nanobubble generator	6
Numerical analysis of a new cross-flow type hydraulic turbine for high head and low flow rate	6
Numerical simulation of a cyclone separator to recycle the active components of waste lithium batteries	6
Wind speed prediction over Malaysia using various machine learning models: potential renewable energy source	6
Influencing mechanism of an external magnetic field on fluid flow, heat transfer and microstructure in aluminum resistance spot welding	6
An investigation on the switching of asymmetric wake flow and the bi-stable flow states of a simplified heavy vehicle	6
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	6
Designing a committee of machines for modeling viscosity of water-based nanofluids	6
Enhancement of nitrogen prediction accuracy through a new hybrid model using ant colony optimization and an Elman neural network	6
Impact of the gap distance between two adjacent external windshields of a high-speed train on surrounding flow characteristics: an IDDES study	6
Soil moisture estimation using novel bio-inspired soft computing approaches	6
Surrogate model-based multiobjective design optimization for air-cooled battery thermal management systems	6
Energetic thermo-physical analysis of MLP-RBF feed-forward neural network compared with RLS Fuzzy to predict CuO/liquid paraffin mixture properties	6
Dimensionless impedance method for the transient response of pressurized pipeline system	6
Improved method for identifying Manning’s roughness coefficients in plain looped river network area	6
Large eddy simulation of premixed hydrogen-rich gas turbine combustion based on reduced reaction mechanisms	6