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 2020-11-01 to 2024-11-01.)

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
Numerical investigation on the aerodynamic resistances of double-unit trains with different gap lengths	28
Investigating photovoltaic solar power output forecasting using machine learning algorithms	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
Prediction of daily water level using new hybridized GS-GMDH and ANFIS-FCM models	25
Pan evaporation estimation by relevance vector machine tuned with new metaheuristic algorithms using limited climatic data	25
Design and optimization of a bio-inspired hull shape for AUV by surrogate model technology	23
Water level prediction using various machine learning algorithms: a case study of Durian Tunggal river, Malaysia	21
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
Performance improvement of machine learning models via wavelet theory in estimating monthly river streamflow	20
Accurate discharge coefficient prediction of streamlined weirs by coupling linear regression and deep convolutional gated recurrent unit	20
Rigid vorticity transport equation and its application to vortical structure evolution analysis in hydro-energy machinery	19
Energy-saving oriented optimization design of the impeller and volute of a multi-stage double-suction centrifugal pump using artificial neural network	18
A decomposition and multi-objective evolutionary optimization model for suspended sediment load prediction in rivers	18
Spatiotemporal characterization and forecasting of coastal water quality in the semi-enclosed Tolo Harbour based on machine learning and EKC analysis	17
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

Clocking effect of outlet RGVs on hydrodynamic characteristics in a centrifugal pump with an inlet inducer by CFD method	16
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
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
Experimental and CFD analysis on the pressure ratio and entropy increment in a cover-plate pre-swirl system of gas turbine engine	14
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
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
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
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
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
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
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 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 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
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
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
Computational study of the application of Al₂O₃ nanoparticles to forced convection of high-Reynolds swirling jets for engineering cooling processes	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
The effect of covering structure in pantograph sinking platform on the aerodynamics of high- speed train	8
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
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
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 comparative study on computational fluid dynamic, fluid-structure interaction and static structural analyses of cerebral aneurysm	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