Engineering Applications of Computational Fluid Mechanics

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 2021-05-01 to 2025-05-01.)
ArticleCitations
Numerical simulation and dynamic mode decomposition analysis of the flow past wings with spanwise waviness66
Effects of flow and heat transfer around a hand-shaped former48
A novel spatial–temporal prediction method for the effects of fish movement on flow field based on hybrid deep neural network37
Analysis of cavitation and shear in bellows pump: transient CFD modelling and high-speed visualization37
Mitigating crosswind effect on high-speed trains by active blowing method: a comparative study36
A novel hydraulic balanced turbine for stability control and application in drilling tools30
A computational study of 3D flow structure in two consecutive bends subject to the influence of tributary inflow in the middle Yangtze River28
A hybrid of CFD and PSO optimization design method of the integrated slipper/swashplate structure in seawater hydraulic axial piston pump28
Near-wall modeling of forests for atmosphere boundary layers using lattice Boltzmann method on GPU26
Neural network-based regression for heat transfer and fluid flow over in-line cylinder arrays with random pitch distances at low Reynolds number24
Performance simulation of L-shaped heat pipe and air coupled cooling process for ternary lithium battery module23
Optimizing aerodynamic shape of benchmark problems using an improved Gaussian process regression algorithm23
3D computational fluid dynamics analysis of natural gas separation efficiency in multiphase pumping wells with heterogeneous flow regime21
Local correlation-based transition model for aerodynamic flows in wide speed range20
Approximating heat loss in smart buildings through large scale experimental and computational intelligence solutions20
Transient 3D hydrodynamic model of a blast furnace main trough19
Study on transport phenomena and performance of proton exchange membrane fuel cell with radial flow fields19
An efficient implementation of compact third-order implicit reconstruction solver with a simple WBAP limiter for compressible flows on unstructured meshes18
Computational analysis of naturally oscillating tandem square and circular bluff bodies: a GPU based immersed boundary – lattice Boltzmann approach15
Numerical investigation on aerodynamic characteristics of a high-speed train travelling through a bridge–tunnel section under non-uniform airflows caused by mountain terrain effect15
Numerical investigation of two-phase flow through tube bundles based on the lattice Boltzmann method15
Computational investigation of the relationship between landslide-related conditions and resultant dam overtopping waves14
Experimental and numerical validation of a hybrid method for modelling the wake flow of two in-line wind turbines14
Evaluation of cooling measures performance and thermal-humidity environment for ultra-high geothermal railway tunnel construction by using WBGT14
Propulsion curve analysis and optimisation of biomimetic pectoral fin with three degree of freedom based on multi-layer perception14
Enhancing thermal performance in enclosures filled with nanofluids subjected to sinusoidal heating: a numerical study13
Improving the energy performance of vortex pump based on whale optimization algorithm13
A comparison of machine learning models for suspended sediment load classification13
Three-dimensional flow structure in a confluence-bifurcation unit13
In silico modeling for personalized stenting in aortic coarctation13
Buffer scheme for aero-performance deterioration caused by trains passing bilateral vertical noise barriers with crosswinds13
Numerical investigation of turbulent forced convection flow in a two-dimensional curved surface cavity13
Machine learning-accelerated aerodynamic inverse design13
Leveraging mesh modularization to lower the computational cost of localized updates to regional 2D hydrodynamic model outputs13
Influence of design parameters of upstream Venturi pipeline on multiphase flow measurement13
2D Modelling and energy analysis of entrapped air-pocket propagation and spring-like geysering in the drainage pipeline system12
Undesired flows in lateral-intake multiple forebays and their hydraulic implications: case study for Asia’s largest urban water supply pumping station12
Validation and simulation of cavitation flow in a centrifugal pump by filter-based turbulence model12
An artificial intelligence and machine learning-driven CFD simulation for optimizing thermal performance of blood-integrated ternary nano-fluid12
Aerodynamic performance of traveling road vehicles on a single-level rail-cum-road bridge under crosswind and aerodynamic impact of traveling trains12
Designing an explainable bio-inspired model for suspended sediment load estimation: eXtreme Gradient Boosting coupled with Marine Predators Algorithm11
Condition monitoring of axial piston pumps based on machine learning-driven real-time CFD simulation11
A conjugated heat and mass transfer model to implement reaction in particle-resolved CFD simulations of catalytic fixed bed reactors11
MHD unsteady flow of carbon nanotubes over nonlinear radiative surface with anisotropic slip conditions: computational analysis of irreversibility for Yamada-Ota model11
Numerical study on the effect of pantograph fairing on aerodynamic performance at various train heights11
Monthly and seasonal hydrological drought forecasting using multiple extreme learning machine models11
Numerical simulation of three-dimensional two-phase pipe flows with GPU-accelerated Riemann-based smoothed particle hydrodynamics11
Numerical simulation of inertial microfluidics: a review11
Instantaneous 2D extreme wind speed prediction using the novel Wind Gust Prediction Net based on purely convolutional neural mechanism11
An experimental and numerical study of gas-liquid two-phase flow moving upward vertically in larger annulus11
Numerical analysis of vortex and cavitation dynamics of an axial-flow pump10
Assessment of cavitation noise in a centrifugal pump using acoustic finite element method and spherical cavity radiation theory10
Three-dimensional CFD analysis of liquid slug acceleration and impact in a voided pipeline with end orifice10
Experiments and numerical analysis of the dynamic flow characteristics of a pump−pipeline system with entrapped air during start-up9
A rapid and efficient method for flash flood simulation based on deep learning9
Shape optimization of closed-box girder considering dynamic and aerodynamic effects on flutter: a CFD-enabled and Kriging surrogate-based strategy9
A novel graph modeling method for GNN-based hypersonic aircraft flow field reconstruction9
Segment-based Eulerian-Lagrangian transition method for flat nozzle spray atomization simulation9
Controllable generation of core-shell composite droplets in a conical inlet double-focus microchannel9
Energy management of a concentrated photovoltaic−thermal unit utilizing nanofluid jet impingement in existence of thermoelectric module9
A novel approach for large-scale hybrid mesh generation on distributed systems9
Mass shedding rate of an isolated high-speed slug propagating in a pipeline9
Swirl flow in annular geometry with varying cross-section8
Spatiotemporal characterization and forecasting of coastal water quality in the semi-enclosed Tolo Harbour based on machine learning and EKC analysis8
Discrete air model for large scale rapid filling process contained entrapped air8
Embedded large eddy simulation of boundary layer transition behind a micro-ramp8
Intelligent aerodynamic modelling method for steady/unsteady flow fields of airfoils driven by flow field images based on modified U-Net neural network8
Correlation between cargo properties and train overturning safety for a high-speed freight train under strong winds8
Numerical investigation on the coupled mechanisms of bubble breakup in a venturi-type bubble generator8
Estimating residential buildings’ energy usage utilising a combination of Teaching–Learning–Based Optimization (TLBO) method with conventional prediction techniques8
Machine learning approach for 2D abrasion mapping in Sediment Bypass Tunnels: a case study of Koshibu SBT, Japan8
Impact of the train heights on the aerodynamic behaviour of a high-speed train8
Dynamic and flow instability analysis during runaway process for a pump turbine8
The effect of relative position on the motion and interactions of particle sedimentation under gravity in a finite-width vertical channel8
Numerical study on the stability enhancement mechanism of self-recirculating casing treatment in a counter-rotating axial-flow compressor8
Atmosphere air temperature forecasting using the honey badger optimization algorithm: on the warmest and coldest areas of the world8
Numerical study on transient four-quadrant hydrodynamic performance of cycloidal propellers8
Numerical study on jet noise suppression with water injection during one-nozzle launch vehicle lift-off8
Hydrodynamic numerical simulation and prediction of bionic fish based on computational fluid dynamics and multilayer perceptron8
Numerical and intelligent neuro-computational modelling with Fourier’s energy and Fick’s mass flux theory of 3D fluid flow through a stretchable surface8
Multi-objective optimisation of K-shape notch multi-way spool valve using CFD analysis, discharge area parameter model, and NSGA-II algorithm8
Three-dimensional numerical study on reservoir sediment flushing through an initially covered bottom tunnel7
On the anti-rolling performance of a train using a vortex generator array7
Numerical simulations of the interactions between counterflowing density currents7
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 strategy7
Hydrodynamic simulation of coastal reservoir in response to flow control: a numerical study of the Saemangeum reservoir7
Numerical and experimental analysis of biomimetic tubercle for cavitation suppression in viscous oil flow around hydrofoil7
Comprehensive model for train-induced aerodynamic pressure on noise barriers: effects of bilateral layout and height7
Numerical study of a novel small waterplane area USV advancing in calm water and in waves using the higher-order Rankine source method7
A novel deep U-Net-LSTM framework for time-sequenced hydrodynamics prediction of the SUBOFF AFF-87
Pipeline leak diagnosis based on leak-augmented scalograms and deep learning7
Numerical study on aerodynamic drag and noise of high-speed pantograph by introducing spanwise waviness7
Uncertainty quantification of the standard k-ε turbulence model closure coefficients in predicting aerodynamics of high-speed train7
Two-phase flow investigation of sewage pumps with different tip clearance via computational fluid dynamics and multi-factor ANOVA7
Estimation and interpretation of equilibrium scour depth around circular bridge piers by using optimized XGBoost and SHAP7
Aerodynamic multi-objective optimization on train nose shape using feedforward neural network and sample expansion strategy7
Wind speed prediction over Malaysia using various machine learning models: potential renewable energy source6
Study on type of magnetic suspension rotor groove and wear of drop touchdown bearing6
Artificial neural networking for computational assessment of ternary hybrid nanofluid flow caused by a stretching sheet: implications of machine-learning approach6
Forecasting of energy-related carbon dioxide emission using ANN combined with hybrid metaheuristic optimization algorithms6
Optimization of extreme learning machine model with biological heuristic algorithms to estimate daily reference evapotranspiration in Hetao Irrigation District of China6
CFD-aided study on transient wave-blockage interaction in a pressurized fluid pipeline6
Explainable machine learning models for estimating daily dissolved oxygen concentration of the Tualatin River6
Performance prediction and optimization of hydrogenation feed pump based on particle swarm optimization – least squares support vector regression surrogate model6
Optimization of nano-microparticle size and shape on wall-interaction: a human case study on an abdominal aortic aneurysm6
Circulatory System Based Optimization (CSBO): an expert multilevel biologically inspired meta-heuristic algorithm6
Time series-based groundwater level forecasting using gated recurrent unit deep neural networks6
Aerodynamic damping and amplitude response of piezoelectric fans in free and confined space6
Prediction of ultimate tensions in mooring lines for a floating offshore wind turbine considering extreme gusts6
Chamber shape optimization for ultra-high-pressure water-jet nozzle based on computational fluid dynamics method and a data-driven surrogate model6
A novel conceptual design approach for autonomous underwater helicopter based on multidisciplinary collaborative optimization6
Insight into dust control performance of a reverse circulation drill bit using multiphase flow simulation6
Effects of pulsed endwall air injection on corner separation and vortical flow of a compressor cascade6
Comprehensive analysis and identification of energy performance and unsteady two-phase flow patterns based on experiments and comparison between two distinct multiphase flow models6
Shape optimization of bellmouth to improve flow uniformity under non-aligned inflow condition in gas turbine casing6
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