Engineering Applications of Computational Fluid Mechanics

Article	Citations
Numerical simulation and dynamic mode decomposition analysis of the flow past wings with spanwise waviness	66
Effects of flow and heat transfer around a hand-shaped former	48
A novel spatial–temporal prediction method for the effects of fish movement on flow field based on hybrid deep neural network	37
Analysis of cavitation and shear in bellows pump: transient CFD modelling and high-speed visualization	37
Mitigating crosswind effect on high-speed trains by active blowing method: a comparative study	36
A novel hydraulic balanced turbine for stability control and application in drilling tools	30
A computational study of 3D flow structure in two consecutive bends subject to the influence of tributary inflow in the middle Yangtze River	28
A hybrid of CFD and PSO optimization design method of the integrated slipper/swashplate structure in seawater hydraulic axial piston pump	28
Near-wall modeling of forests for atmosphere boundary layers using lattice Boltzmann method on GPU	26
Neural network-based regression for heat transfer and fluid flow over in-line cylinder arrays with random pitch distances at low Reynolds number	24
Performance simulation of L-shaped heat pipe and air coupled cooling process for ternary lithium battery module	23
Optimizing aerodynamic shape of benchmark problems using an improved Gaussian process regression algorithm	23
3D computational fluid dynamics analysis of natural gas separation efficiency in multiphase pumping wells with heterogeneous flow regime	21
Local correlation-based transition model for aerodynamic flows in wide speed range	20
Approximating heat loss in smart buildings through large scale experimental and computational intelligence solutions	20
Transient 3D hydrodynamic model of a blast furnace main trough	19
Study on transport phenomena and performance of proton exchange membrane fuel cell with radial flow fields	19
An efficient implementation of compact third-order implicit reconstruction solver with a simple WBAP limiter for compressible flows on unstructured meshes	18
Computational analysis of naturally oscillating tandem square and circular bluff bodies: a GPU based immersed boundary – lattice Boltzmann approach	15
Numerical investigation on aerodynamic characteristics of a high-speed train travelling through a bridge–tunnel section under non-uniform airflows caused by mountain terrain effect	15
Numerical investigation of two-phase flow through tube bundles based on the lattice Boltzmann method	15
Computational investigation of the relationship between landslide-related conditions and resultant dam overtopping waves	14
Experimental and numerical validation of a hybrid method for modelling the wake flow of two in-line wind turbines	14
Evaluation of cooling measures performance and thermal-humidity environment for ultra-high geothermal railway tunnel construction by using WBGT	14
Propulsion curve analysis and optimisation of biomimetic pectoral fin with three degree of freedom based on multi-layer perception	14

Enhancing thermal performance in enclosures filled with nanofluids subjected to sinusoidal heating: a numerical study	13
Improving the energy performance of vortex pump based on whale optimization algorithm	13
A comparison of machine learning models for suspended sediment load classification	13
Three-dimensional flow structure in a confluence-bifurcation unit	13
In silico modeling for personalized stenting in aortic coarctation	13
Buffer scheme for aero-performance deterioration caused by trains passing bilateral vertical noise barriers with crosswinds	13
Numerical investigation of turbulent forced convection flow in a two-dimensional curved surface cavity	13
Machine learning-accelerated aerodynamic inverse design	13
Leveraging mesh modularization to lower the computational cost of localized updates to regional 2D hydrodynamic model outputs	13
Influence of design parameters of upstream Venturi pipeline on multiphase flow measurement	13
2D Modelling and energy analysis of entrapped air-pocket propagation and spring-like geysering in the drainage pipeline system	12
Undesired flows in lateral-intake multiple forebays and their hydraulic implications: case study for Asia’s largest urban water supply pumping station	12
Validation and simulation of cavitation flow in a centrifugal pump by filter-based turbulence model	12
An artificial intelligence and machine learning-driven CFD simulation for optimizing thermal performance of blood-integrated ternary nano-fluid	12
Aerodynamic performance of traveling road vehicles on a single-level rail-cum-road bridge under crosswind and aerodynamic impact of traveling trains	12
Designing an explainable bio-inspired model for suspended sediment load estimation: eXtreme Gradient Boosting coupled with Marine Predators Algorithm	11
Condition monitoring of axial piston pumps based on machine learning-driven real-time CFD simulation	11
A conjugated heat and mass transfer model to implement reaction in particle-resolved CFD simulations of catalytic fixed bed reactors	11
MHD unsteady flow of carbon nanotubes over nonlinear radiative surface with anisotropic slip conditions: computational analysis of irreversibility for Yamada-Ota model	11
Numerical study on the effect of pantograph fairing on aerodynamic performance at various train heights	11
Monthly and seasonal hydrological drought forecasting using multiple extreme learning machine models	11
Numerical simulation of three-dimensional two-phase pipe flows with GPU-accelerated Riemann-based smoothed particle hydrodynamics	11
Numerical simulation of inertial microfluidics: a review	11
Instantaneous 2D extreme wind speed prediction using the novel Wind Gust Prediction Net based on purely convolutional neural mechanism	11
An experimental and numerical study of gas-liquid two-phase flow moving upward vertically in larger annulus	11
Numerical analysis of vortex and cavitation dynamics of an axial-flow pump	10
Assessment of cavitation noise in a centrifugal pump using acoustic finite element method and spherical cavity radiation theory	10
Three-dimensional CFD analysis of liquid slug acceleration and impact in a voided pipeline with end orifice	10
Experiments and numerical analysis of the dynamic flow characteristics of a pump−pipeline system with entrapped air during start-up	9
A rapid and efficient method for flash flood simulation based on deep learning	9
Shape optimization of closed-box girder considering dynamic and aerodynamic effects on flutter: a CFD-enabled and Kriging surrogate-based strategy	9
A novel graph modeling method for GNN-based hypersonic aircraft flow field reconstruction	9
Segment-based Eulerian-Lagrangian transition method for flat nozzle spray atomization simulation	9
Controllable generation of core-shell composite droplets in a conical inlet double-focus microchannel	9
Energy management of a concentrated photovoltaic−thermal unit utilizing nanofluid jet impingement in existence of thermoelectric module	9
A novel approach for large-scale hybrid mesh generation on distributed systems	9
Mass shedding rate of an isolated high-speed slug propagating in a pipeline	9
Swirl flow in annular geometry with varying cross-section	8
Spatiotemporal characterization and forecasting of coastal water quality in the semi-enclosed Tolo Harbour based on machine learning and EKC analysis	8
Discrete air model for large scale rapid filling process contained entrapped air	8
Embedded large eddy simulation of boundary layer transition behind a micro-ramp	8
Intelligent aerodynamic modelling method for steady/unsteady flow fields of airfoils driven by flow field images based on modified U-Net neural network	8
Correlation between cargo properties and train overturning safety for a high-speed freight train under strong winds	8
Numerical investigation on the coupled mechanisms of bubble breakup in a venturi-type bubble generator	8
Estimating residential buildings’ energy usage utilising a combination of Teaching–Learning–Based Optimization (TLBO) method with conventional prediction techniques	8
Machine learning approach for 2D abrasion mapping in Sediment Bypass Tunnels: a case study of Koshibu SBT, Japan	8
Impact of the train heights on the aerodynamic behaviour of a high-speed train	8
Dynamic and flow instability analysis during runaway process for a pump turbine	8
The effect of relative position on the motion and interactions of particle sedimentation under gravity in a finite-width vertical channel	8
Numerical study on the stability enhancement mechanism of self-recirculating casing treatment in a counter-rotating axial-flow compressor	8

Atmosphere air temperature forecasting using the honey badger optimization algorithm: on the warmest and coldest areas of the world	8
Numerical study on transient four-quadrant hydrodynamic performance of cycloidal propellers	8
Numerical study on jet noise suppression with water injection during one-nozzle launch vehicle lift-off	8
Hydrodynamic numerical simulation and prediction of bionic fish based on computational fluid dynamics and multilayer perceptron	8
Numerical and intelligent neuro-computational modelling with Fourier’s energy and Fick’s mass flux theory of 3D fluid flow through a stretchable surface	8
Multi-objective optimisation of K-shape notch multi-way spool valve using CFD analysis, discharge area parameter model, and NSGA-II algorithm	8
Three-dimensional numerical study on reservoir sediment flushing through an initially covered bottom tunnel	7
Numerical study of a novel small waterplane area USV advancing in calm water and in waves using the higher-order Rankine source method	7
On the anti-rolling performance of a train using a vortex generator array	7
A novel deep U-Net-LSTM framework for time-sequenced hydrodynamics prediction of the SUBOFF AFF-8	7
Pipeline leak diagnosis based on leak-augmented scalograms and deep learning	7
Hydrodynamic simulation of coastal reservoir in response to flow control: a numerical study of the Saemangeum reservoir	7
Numerical and experimental analysis of biomimetic tubercle for cavitation suppression in viscous oil flow around hydrofoil	7
Two-phase flow investigation of sewage pumps with different tip clearance via computational fluid dynamics and multi-factor ANOVA	7
Comprehensive model for train-induced aerodynamic pressure on noise barriers: effects of bilateral layout and height	7
Estimation and interpretation of equilibrium scour depth around circular bridge piers by using optimized XGBoost and SHAP	7
Aerodynamic multi-objective optimization on train nose shape using feedforward neural network and sample expansion strategy	7
Numerical study on aerodynamic drag and noise of high-speed pantograph by introducing spanwise waviness	7
Uncertainty quantification of the standard k-ε turbulence model closure coefficients in predicting aerodynamics of high-speed train	7
Numerical simulations of the interactions between counterflowing density currents	7
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	7
Time series-based groundwater level forecasting using gated recurrent unit deep neural networks	6
Aerodynamic damping and amplitude response of piezoelectric fans in free and confined space	6
Prediction of ultimate tensions in mooring lines for a floating offshore wind turbine considering extreme gusts	6
Chamber shape optimization for ultra-high-pressure water-jet nozzle based on computational fluid dynamics method and a data-driven surrogate model	6
A novel conceptual design approach for autonomous underwater helicopter based on multidisciplinary collaborative optimization	6
Insight into dust control performance of a reverse circulation drill bit using multiphase flow simulation	6
Effects of pulsed endwall air injection on corner separation and vortical flow of a compressor cascade	6
Comprehensive analysis and identification of energy performance and unsteady two-phase flow patterns based on experiments and comparison between two distinct multiphase flow models	6
Shape optimization of bellmouth to improve flow uniformity under non-aligned inflow condition in gas turbine casing	6
Wind speed prediction over Malaysia using various machine learning models: potential renewable energy source	6
Study on type of magnetic suspension rotor groove and wear of drop touchdown bearing	6
Artificial neural networking for computational assessment of ternary hybrid nanofluid flow caused by a stretching sheet: implications of machine-learning approach	6
Forecasting of energy-related carbon dioxide emission using ANN combined with hybrid metaheuristic optimization algorithms	6
Optimization of extreme learning machine model with biological heuristic algorithms to estimate daily reference evapotranspiration in Hetao Irrigation District of China	6
CFD-aided study on transient wave-blockage interaction in a pressurized fluid pipeline	6
Explainable machine learning models for estimating daily dissolved oxygen concentration of the Tualatin River	6
Performance prediction and optimization of hydrogenation feed pump based on particle swarm optimization – least squares support vector regression surrogate model	6
Optimization of nano-microparticle size and shape on wall-interaction: a human case study on an abdominal aortic aneurysm	6
Circulatory System Based Optimization (CSBO): an expert multilevel biologically inspired meta-heuristic algorithm	6
Developing an efficient explainable artificial intelligence approach for accurate reverse osmosis desalination plant performance prediction: application of SHAP analysis	5
Energy and cost management of different mixing ratios and morphologies on mono and hybrid nanofluids in collector technologies	5
Aerodynamic impact of wind-sand flow on moving trains in tunnel-embankment transition section: from field testing to CFD modeling	5
Optimization strategy for bio-inspired lateral line sensor arrays in autonomous underwater helicopter	5
Design and optimization of bionic Nautilus volute for a hydrodynamic retarder	5
Effect of curvature radius and angle on aerodynamic characteristics of a sphere travelling in a branched tube system	5
Dual-objective optimization strategy of self-adaptive transient pressure controller in water delivery engineering	5
Aerodynamic analysis on unsteady characteristics of a ducted fan hovering in ceiling effect	5
Study on aerodynamic drag and noise reduction of high-speed pantograph with streamwise holes	5
Sensitivity analysis of a Venturi shaped structure for cross-flow turbines	5
Improving the streamflow prediction accuracy in sparse data regions: a fresh perspective on integrated hydrological-hydrodynamic and hybrid machine learning models	5
A two-phase, two-way coupled model of targeted magnetic drug delivery for small Reynolds numbers	5
Research on aerodynamic optimization design method and flow mechanism of a high-subsonic compressor cascade	5
Analysis of the blade aeroelastic effect on the floating offshore wind turbine wake in a focusing wave with a hybrid model	5
Machine learning models coupled with empirical mode decomposition for simulating monthly and yearly streamflows: a case study of three watersheds in Ontario, Canada	5
Field measurements and CFD simulations of wind characteristics at the Yellow River bridge site in a converging-channel terrain	5
Influence of water based binary composite nanofluids on thermal performance of solar thermal technologies: sustainability assessments	5
Efficient and generalizable nested Fourier-DeepONet for three-dimensional geological carbon sequestration	5
Turbulent flow simulations in a simplified channel bend model of Dragon style rivers with constant curvature and different single-short-branch characteristics	5
Swash-flow induced forces on human body standing on a smooth and impermeable slope: A numerical study with experimental validations	5
Numerical simulation of gas-liquid transport in porous media using 3D color-gradient lattice Boltzmann method: trapped air and oxygen diffusion coefficient analysis	4
Numerical analysis of non-uniform Cu(In, Ga)Se2 growth in a selenization process on large-area substrates for mass production	4
Numerical and experimental investigation on vortex control and sedimentation suppression in a Y-shaped diversion channel with circular inlet tanks	4
NN-augmented k - ω shear stress transport turbulence model for high-speed flows with shock-wave/boundary layer interaction	4
An improved inflow turbulence generator for large eddy simulation evaluation of wind effects on tall buildings	4
Aerodynamics effects of rear-mounted porous plate in cylindrical flow at different Reynold numbers	4
Surrogate model-based multiobjective design optimization for air-cooled battery thermal management systems	4
Monthly rainfall forecasting modelling based on advanced machine learning methods: tropical region as case study	4
Improve carbon dioxide emission prediction in the Asia and Oceania (OECD): nature-inspired optimisation algorithms versus conventional machine learning	4
Impact of fuzzy volume fraction on unsteady stagnation-point flow and heat transfer of a third-grade fuzzy hybrid nanofluid over a permeable shrinking/stretching sheet	4
A Lagrangian particle model for one-dimensional transient pipe flow with moving boundary	4
The dynamic pressure effect of gas microbearings under high rotational speed	4
Characteristic analysis and motion control of a novel ball double-screw hydraulic robot joint	4
Analysis of the high-speed jet in a liquid-ring pump ejector using a proper orthogonal decomposition method	4
Predicting water level fluctuations in glacier-fed lakes by ensembling individual models into a quad-meta model	4
Numerical study on scroll vortex intake with partially or fully sealed cover of vortex chamber	4
Assessment and improvement of rainfall environment reproduction for climatic wind tunnel	4
Analysis of chemical reactive nanofluid flow on stretching surface using numerical soft computing approach for thermal enhancement	4
An incremental learning framework for pipeline weld crack damage identification and leakage rate prediction	4
Accurate discharge coefficient prediction of streamlined weirs by coupling linear regression and deep convolutional gated recurrent unit	4

Lattice Boltzmann simulation of wetting gradient accelerating droplets merging and shedding on a circumferential surface	4
Performance investigation of battery thermal management system based on L-shaped heat pipe coupled cold plate and optimization of controllable liquid cooling	4
Numerical assessment of canopy blocking effect on partly-obstructed channel flows: from perturbations to vortices	3
Dynamic behaviour and energy dissipation of offline air pockets in transient pipe flows	3
Mechanisms of microparticle lateral manipulation using viscoelastic fluids in microchannels with triangle patterns array	3
A robust method to simultaneously place sensors and calibrate parameters for urban drainage pipe system models using Bayesian decision theory	3
Groundwater quality parameters prediction based on data-driven models	3
Analysis of the influence of the daily regulation of power stations on navigable flow conditions at river confluences using the LSTM model	3
Effects of different vortex designs on optimization results of mixed-flow pump	3
Optimization of cargo distribution for high-speed freight trains to overcome strong wind conditions	3
Effects of wavy structure, ambient conditions and solar intensities on flow and temperature distributions in a mini solar flat plate collector using computational fluid dynamics	3
Investigating photovoltaic solar power output forecasting using machine learning algorithms	3
Modeling the infiltration rate of wastewater infiltration basins considering water quality parameters using different artificial neural network techniques	3
Cellular automata to understand the prograding limit of deltaic tidal flat	3
Development and validation of a Riemann solver in OpenFOAM® for non-ideal compressible fluid dynamics	3
1D-3D coupled simulation method of hydraulic transients in ultra-long hydraulic systems based on OpenFOAM	3
Thermal transport and magnetohydrodynamics flow of generalized Newtonian nanofluid with inherent irreversibility between conduit with slip at the walls	3
Multi-objective design optimization of a transonic axial fan stage using sparse active subspaces	3
Influence of the contraction section configuration and deflector layout density on the wind-snow flow characteristics inside the ice snow wind tunnel for railway vehicles	3
Oscillatory flow driven microdroplet breakup dynamics and microparticle formation in LMPA-water two phase flow system	3
Optimization of tricuspid membrane mechanism for effectiveness and leaflet longevity through hemodynamic analysis	3
On the cavitation-induced collapse erosion of a turbofan fuel pump	3
Effect of impeller shroud trimming on the hydraulic performance of centrifugal pumps with low and medium specific speeds	3
Transient response and analytical solution of burst phenomenon in long distance water pipeline	3
Delft3D model-based estuarine suspended sediment budget with morphodynamic changes of the channel-shoal complex in a mega fluvial-tidal delta	3
Numerical simulation investigation of the mechanism of lacquer curtain formation in curtain coating	3
Robust optimisation of the streamlined shape of a high-speed train in crosswind conditions	3
Computational study of free surface film flow and subsequent disintegration of a sheet and ligaments into droplets from a rotary disk atomizer	3
A numerical investigation of irregular wave overtopping on a 2D fixed overtopping wave energy converter	3
Performance improvement and numerical study on cathode channel for air-cooled open-cathode proton exchange membrane fuel cells	3
Numerical study of the fire-smoke temperature law in the shaft of a high-rise building under the chimney effect in winter	3
Rapid flood inundation mapping by integrating deep learning-based image super-resolution with coarse-grid hydrodynamic modeling	3
Analysis and prediction of force characteristics of tubular turbine based on Hankel-DMD-LSTM	3
Aerodynamic energy consumption analysis of divided evacuated tube transportation system	3
Predicting layer thicknesses by numerical simulation for meniscus-guided coating of organic photovoltaics	3
Large-eddy simulation and mathematical model of vortex breakdown and pressure drop in a cavity with tubeless vortex reducer	2
High-resolution analysis of hydraulic response characteristics of silted stormwater pipeline and manholes in urban catchments using GASM-TranGRU and CFD-DEM	2
Experimental and numerical investigation of flow distribution pattern at a T-shape roadway crossing under extreme storms	2
Arctic tern-optimized weighted feature regression system for predicting bridge scour depth	2
A CNN-PINN-DRL driven method for shape optimization of airfoils	2
Effective simulation of flow in a moderately curved bend with a single short branch to support the design optimization of river-branch–plant configurations	2
Investigation on flow mechanism of an advanced transonic centrifugal compressor with free-form impeller at design and off-design speeds	2
Topological and hydrodynamic analyses of solar thermochemical reactors for aerodynamic-aided window protection	2
Computational analysis of turbulent flow characteristics in nanofluids containing 1-D and 2-D carbon nanomaterials: grid optimization and performance evaluation	2
Novel Genetic Algorithm (GA) based hybrid machine learning-pedotransfer Function (ML-PTF) for prediction of spatial pattern of saturated hydraulic conductivity	2
Selective response surface methodology for Anti Reflective Coated Nano-film filter thickness optimization in hybrid PVT system	2
Numerical simulation of various flow regimes in water delivery systems	2
Analysis of flow and energy dissipation in pump turbine with small guide vane opening	2
Dynamic characteristics of a running away pump-turbine with large head variation: 1D + 3D coupled simulation	2
Aerodynamic performance analysis of a floating wind turbine with coupled blade rotation and surge motion	2
Numerical study of the flow through an annular gap with filtration by a rotating porous cylinder	2
CFD-PBM Coupled modeling of bubble size distribution in a swirling-flow nanobubble generator	2
Numerical investigation of conjugate heat transfer in a partitioned cavity using NiO nanofluid and firefly algorithm	2
The impact of employing a magnetic field as well as Fe3O4 nanoparticles on the performance of phase change materials	2
Towards a new paradigm in intelligence-driven computational fluid dynamics simulations	2
Physics of secondary flow phenomenon and erosion characteristics in the injector of a Pelton turbine	2
Aerodynamic noise prediction of a high-speed centrifugal fan considering impeller-eccentric effect	2
Data-driven prediction of critical diameter for deterministic lateral displacement devices: an integrated DPD-ML approach	2
Multi-condition hawser tension prediction of offshore offloading system based on long and short-term memory network and transfer learning	2
Statement of Removal	2
DRLinSPH: an open-source platform using deep reinforcement learning and SPHinXsys for fluid-structure-interaction problems	2
Effect of combined side-wall air supply on ventilation and respiratory pollutant dispersion characteristics of high-speed trains	2
Investigate the full characteristic of a centrifugal pump-as-turbine (PAT) in turbine and reverse pump modes	2
Correction	2
Numerical simulation and experimental study on hydraulic instability of pump as turbine devices induced by thoma number based on scale-averaged wavelet spectrum	2
Erosion under turbulent flow: a CFD-based simulation of near-wall turbulent impacts with experimental validation	2
An efficient geometric constraint handling method for surrogate-based aerodynamic shape optimization	2
Influence of the flow field and vortex structure of patient-specific abdominal aortic aneurysm with intraluminal thrombus on the arterial wall	2
Thermal-hydraulic performance of flat-plate microchannel with fractal tree-like structure and self-affine rough wall	2
Hydrodynamic behaviors of self-propelled sperms in confined spaces	2
Numerical investigation of angle parameters of tip sails for improvement of aircraft flight performance	2
Machine-learning and CFD based optimization and comprehensive experimental study on diagonal flow fan for energy conservation and efficiency enhancement	2
Computational fluid dynamics analysis and extended adaptive hybrid functions model-based design optimization of an explosion-proof safety valve	2
Sensitivity analysis and multi-objective robust design optimization of compact aero-engine nacelles	2
Towards a high-resolution modelling scheme for local-scale urban flood risk assessment based on digital aerial photogrammetry	2
Motion simulation analysis of wear debris in an integrated detection unit for lubricating oil	2