Engineering Applications of Computational Fluid Mechanics

Article	Citations
Effects of flow and heat transfer around a hand-shaped former	70
A novel hydraulic balanced turbine for stability control and application in drilling tools	56
Near-wall modeling of forests for atmosphere boundary layers using lattice Boltzmann method on GPU	44
A hybrid of CFD and PSO optimization design method of the integrated slipper/swashplate structure in seawater hydraulic axial piston pump	43
Numerical simulation and dynamic mode decomposition analysis of the flow past wings with spanwise waviness	38
Optimizing aerodynamic shape of benchmark problems using an improved Gaussian process regression algorithm	36
A novel spatial–temporal prediction method for the effects of fish movement on flow field based on hybrid deep neural network	35
Development of interpretable intelligent frameworks for estimating river water turbidity	31
Neural network-based regression for heat transfer and fluid flow over in-line cylinder arrays with random pitch distances at low Reynolds number	30
A computational study of 3D flow structure in two consecutive bends subject to the influence of tributary inflow in the middle Yangtze River	29
Analysis of cavitation and shear in bellows pump: transient CFD modelling and high-speed visualization	28
Performance simulation of L-shaped heat pipe and air coupled cooling process for ternary lithium battery module	25
Investigation of the impact of token embeddings in Transformer-based models on short-term tropical cyclone track and intensity predictions	25
Mitigating crosswind effect on high-speed trains by active blowing method: a comparative study	24
Local correlation-based transition model for aerodynamic flows in wide speed range	22
Experimental and numerical validation of a hybrid method for modelling the wake flow of two in-line wind turbines	22
Numerical investigation of two-phase flow through tube bundles based on the lattice Boltzmann method	21
Enhancing thermal performance in enclosures filled with nanofluids subjected to sinusoidal heating: a numerical study	21
Improving the energy performance of vortex pump based on whale optimization algorithm	21
Propulsion curve analysis and optimisation of biomimetic pectoral fin with three degree of freedom based on multi-layer perception	20
Computational analysis of naturally oscillating tandem square and circular bluff bodies: a GPU based immersed boundary – lattice Boltzmann approach	17
Computational investigation of the relationship between landslide-related conditions and resultant dam overtopping waves	17
An efficient implementation of compact third-order implicit reconstruction solver with a simple WBAP limiter for compressible flows on unstructured meshes	16
3D computational fluid dynamics analysis of natural gas separation efficiency in multiphase pumping wells with heterogeneous flow regime	16
Machine learning-accelerated aerodynamic inverse design	16

Evaluation of cooling measures performance and thermal-humidity environment for ultra-high geothermal railway tunnel construction by using WBGT	16
Transient 3D hydrodynamic model of a blast furnace main trough	16
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	16
Approximating heat loss in smart buildings through large scale experimental and computational intelligence solutions	15
In silico modeling for personalized stenting in aortic coarctation	15
Numerical investigation of turbulent forced convection flow in a two-dimensional curved surface cavity	15
Study on transport phenomena and performance of proton exchange membrane fuel cell with radial flow fields	15
A deep reinforcement learning approach for wind speed forecasting	14
Buffer scheme for aero-performance deterioration caused by trains passing bilateral vertical noise barriers with crosswinds	14
Influence of design parameters of upstream Venturi pipeline on multiphase flow measurement	14
Three-dimensional flow structure in a confluence-bifurcation unit	14
NDAWL-PINN: a new non-dimensionalization and multi-task learning approach for efficient training of physics-informed neural networks to solve the shallow water equations	14
Leveraging mesh modularization to lower the computational cost of localized updates to regional 2D hydrodynamic model outputs	14
2D Modelling and energy analysis of entrapped air-pocket propagation and spring-like geysering in the drainage pipeline system	13
Undesired flows in lateral-intake multiple forebays and their hydraulic implications: case study for Asia’s largest urban water supply pumping station	13
Highly resolved numerical simulation of pure and blended fuel sonic jets in a Mach 2 crossflow	13
Condition monitoring of axial piston pumps based on machine learning-driven real-time CFD simulation	13
Aerodynamic performance of traveling road vehicles on a single-level rail-cum-road bridge under crosswind and aerodynamic impact of traveling trains	13
Wake vortex evolution analysis of trapezoidal wings with varied flap configurations based on the Liutex method	13
Estimating over thousands of reservoirs sedimentation and effects on sediment flux through a newly proposed sediment transport model	13
A comparison of machine learning models for suspended sediment load classification	13
Numerical simulation of three-dimensional two-phase pipe flows with GPU-accelerated Riemann-based smoothed particle hydrodynamics	12
Numerical study on the effect of pantograph fairing on aerodynamic performance at various train heights	12
Validation and simulation of cavitation flow in a centrifugal pump by filter-based turbulence model	12
Instantaneous 2D extreme wind speed prediction using the novel Wind Gust Prediction Net based on purely convolutional neural mechanism	12
Numerical simulation of inertial microfluidics: a review	12
An artificial intelligence and machine learning-driven CFD simulation for optimizing thermal performance of blood-integrated ternary nano-fluid	12
Designing an explainable bio-inspired model for suspended sediment load estimation: eXtreme Gradient Boosting coupled with Marine Predators Algorithm	12
Assessment of cavitation noise in a centrifugal pump using acoustic finite element method and spherical cavity radiation theory	11
Monthly and seasonal hydrological drought forecasting using multiple extreme learning machine models	11
Shape optimization of closed-box girder considering dynamic and aerodynamic effects on flutter: a CFD-enabled and Kriging surrogate-based strategy	11
A novel graph modeling method for GNN-based hypersonic aircraft flow field reconstruction	11
Numerical analysis of vortex and cavitation dynamics of an axial-flow pump	11
Synergistic SAPSO-sinusoidal decay empirical formula for ship motion forecasting in waves	11
Discrete air model for large scale rapid filling process contained entrapped air	11
Estimating residential buildings’ energy usage utilising a combination of Teaching–Learning–Based Optimization (TLBO) method with conventional prediction techniques	11
A novel approach for large-scale hybrid mesh generation on distributed systems	11
An experimental and numerical study of gas-liquid two-phase flow moving upward vertically in larger annulus	11
MHD unsteady flow of carbon nanotubes over nonlinear radiative surface with anisotropic slip conditions: computational analysis of irreversibility for Yamada-Ota model	11
A conjugated heat and mass transfer model to implement reaction in particle-resolved CFD simulations of catalytic fixed bed reactors	11
Segment-based Eulerian-Lagrangian transition method for flat nozzle spray atomization simulation	11
Controllable generation of core-shell composite droplets in a conical inlet double-focus microchannel	11
Upscaling solid oxide electrolysis cell CFD simulations for hydrogen production	10
Machine learning approach for 2D abrasion mapping in Sediment Bypass Tunnels: a case study of Koshibu SBT, Japan	10
Spatiotemporal characterization and forecasting of coastal water quality in the semi-enclosed Tolo Harbour based on machine learning and EKC analysis	10
Energy management of a concentrated photovoltaic−thermal unit utilizing nanofluid jet impingement in existence of thermoelectric module	10
Atmosphere air temperature forecasting using the honey badger optimization algorithm: on the warmest and coldest areas of the world	10
Experiments and numerical analysis of the dynamic flow characteristics of a pump−pipeline system with entrapped air during start-up	10
A rapid and efficient method for flash flood simulation based on deep learning	10
Mass shedding rate of an isolated high-speed slug propagating in a pipeline	10

Three-dimensional CFD analysis of liquid slug acceleration and impact in a voided pipeline with end orifice	10
Numerical investigation on the coupled mechanisms of bubble breakup in a venturi-type bubble generator	10
Numerical and intelligent neuro-computational modelling with Fourier’s energy and Fick’s mass flux theory of 3D fluid flow through a stretchable surface	9
Estimation and interpretation of equilibrium scour depth around circular bridge piers by using optimized XGBoost and SHAP	9
Numerical study on the stability enhancement mechanism of self-recirculating casing treatment in a counter-rotating axial-flow compressor	9
Numerical study on transient four-quadrant hydrodynamic performance of cycloidal propellers	9
Impact of the train heights on the aerodynamic behaviour of a high-speed train	9
Hydrodynamic numerical simulation and prediction of bionic fish based on computational fluid dynamics and multilayer perceptron	9
Two-phase flow investigation of sewage pumps with different tip clearance via computational fluid dynamics and multi-factor ANOVA	9
Multi-objective optimisation of K-shape notch multi-way spool valve using CFD analysis, discharge area parameter model, and NSGA-II algorithm	9
Intelligent aerodynamic modelling method for steady/unsteady flow fields of airfoils driven by flow field images based on modified U-Net neural network	9
Numerical study of a novel small waterplane area USV advancing in calm water and in waves using the higher-order Rankine source method	9
Dynamic and flow instability analysis during runaway process for a pump turbine	9
Swirl flow in annular geometry with varying cross-section	9
Numerical study on jet noise suppression with water injection during one-nozzle launch vehicle lift-off	9
Embedded large eddy simulation of boundary layer transition behind a micro-ramp	8
Passive wake flow control of vertical axis wind turbines in array configurations	8
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	8
Wind speed prediction over Malaysia using various machine learning models: potential renewable energy source	8
On the anti-rolling performance of a train using a vortex generator array	8
Correlation between cargo properties and train overturning safety for a high-speed freight train under strong winds	8
Numerical simulations of the interactions between counterflowing density currents	8
Numerical and experimental analysis of biomimetic tubercle for cavitation suppression in viscous oil flow around hydrofoil	8
Hydrodynamic simulation of coastal reservoir in response to flow control: a numerical study of the Saemangeum reservoir	8
Uncertainty quantification of the standard k-ε turbulence model closure coefficients in predicting aerodynamics of high-speed train	8
The effect of relative position on the motion and interactions of particle sedimentation under gravity in a finite-width vertical channel	8
A novel deep U-Net-LSTM framework for time-sequenced hydrodynamics prediction of the SUBOFF AFF-8	8
Pipeline leak diagnosis based on leak-augmented scalograms and deep learning	8
Numerical study on aerodynamic drag and noise of high-speed pantograph by introducing spanwise waviness	8
Comprehensive model for train-induced aerodynamic pressure on noise barriers: effects of bilateral layout and height	8
CFD-aided study on transient wave-blockage interaction in a pressurized fluid pipeline	7
Explainable machine learning models for estimating daily dissolved oxygen concentration of the Tualatin River	7
Performance prediction and optimization of hydrogenation feed pump based on particle swarm optimization – least squares support vector regression surrogate model	7
Three-dimensional numerical study on reservoir sediment flushing through an initially covered bottom tunnel	7
Prediction of ultimate tensions in mooring lines for a floating offshore wind turbine considering extreme gusts	7
Circulatory System Based Optimization (CSBO): an expert multilevel biologically inspired meta-heuristic algorithm	7
Computational fluid dynamics-multibody system dynamics bidirectional coupling calculation and flow-induced vibration evaluation of a high-speed pantograph-catenary system	7
Optimization of nano-microparticle size and shape on wall-interaction: a human case study on an abdominal aortic aneurysm	7
High-speed aerated jet trajectory simulated by compounding method of Euler-Euler model and meshless SPH method	7
Comprehensive analysis and identification of energy performance and unsteady two-phase flow patterns based on experiments and comparison between two distinct multiphase flow models	7
A novel conceptual design approach for autonomous underwater helicopter based on multidisciplinary collaborative optimization	7
Artificial neural networking for computational assessment of ternary hybrid nanofluid flow caused by a stretching sheet: implications of machine-learning approach	7
Insight into dust control performance of a reverse circulation drill bit using multiphase flow simulation	7
Chamber shape optimization for ultra-high-pressure water-jet nozzle based on computational fluid dynamics method and a data-driven surrogate model	7
Aerodynamic multi-objective optimization on train nose shape using feedforward neural network and sample expansion strategy	7
Aerodynamic damping and amplitude response of piezoelectric fans in free and confined space	7
Effects of pulsed endwall air injection on corner separation and vortical flow of a compressor cascade	6
Developing an efficient explainable artificial intelligence approach for accurate reverse osmosis desalination plant performance prediction: application of SHAP analysis	6
Sensitivity analysis of a Venturi shaped structure for cross-flow turbines	6
Influence of water based binary composite nanofluids on thermal performance of solar thermal technologies: sustainability assessments	6
Turbulent flow simulations in a simplified channel bend model of Dragon style rivers with constant curvature and different single-short-branch characteristics	6
Forecasting of energy-related carbon dioxide emission using ANN combined with hybrid metaheuristic optimization algorithms	6
Time series-based groundwater level forecasting using gated recurrent unit deep neural networks	6
Study on aerodynamic drag and noise reduction of high-speed pantograph with streamwise holes	6
Field measurements and CFD simulations of wind characteristics at the Yellow River bridge site in a converging-channel terrain	6
Study on type of magnetic suspension rotor groove and wear of drop touchdown bearing	6
Research on aerodynamic optimization design method and flow mechanism of a high-subsonic compressor cascade	6
Frequent estuarine engineering exacerbates flood risk in the Greater Bay Area	6
Efficient and generalizable nested Fourier-DeepONet for three-dimensional geological carbon sequestration	6
Design and optimization of bionic Nautilus volute for a hydrodynamic retarder	6
A novel hybrid neural network of fluid-structure interaction prediction for two cylinders in tandem arrangement	6
Aerodynamic analysis on unsteady characteristics of a ducted fan hovering in ceiling effect	6
Dual-objective optimization strategy of self-adaptive transient pressure controller in water delivery engineering	6
Shape optimization of bellmouth to improve flow uniformity under non-aligned inflow condition in gas turbine casing	6
Optimization of extreme learning machine model with biological heuristic algorithms to estimate daily reference evapotranspiration in Hetao Irrigation District of China	6
Machine learning models coupled with empirical mode decomposition for simulating monthly and yearly streamflows: a case study of three watersheds in Ontario, Canada	6
Impact of propeller arrangement on aerodynamic performance for a high-lift distributed propulsion system	6
A two-phase, two-way coupled model of targeted magnetic drug delivery for small Reynolds numbers	6
Effect of curvature radius and angle on aerodynamic characteristics of a sphere travelling in a branched tube system	6
Improving the streamflow prediction accuracy in sparse data regions: a fresh perspective on integrated hydrological-hydrodynamic and hybrid machine learning models	6
Optimization strategy for bio-inspired lateral line sensor arrays in autonomous underwater helicopter	6
Analysis of the blade aeroelastic effect on the floating offshore wind turbine wake in a focusing wave with a hybrid model	6
Swash-flow induced forces on human body standing on a smooth and impermeable slope: A numerical study with experimental validations	6
Energy and cost management of different mixing ratios and morphologies on mono and hybrid nanofluids in collector technologies	6
Numerical and experimental investigation on vortex control and sedimentation suppression in a Y-shaped diversion channel with circular inlet tanks	5
Aerodynamic impact of wind-sand flow on moving trains in tunnel-embankment transition section: from field testing to CFD modeling	5
A Lagrangian particle model for one-dimensional transient pipe flow with moving boundary	5
The dynamic pressure effect of gas microbearings under high rotational speed	5
Characteristic analysis and motion control of a novel ball double-screw hydraulic robot joint	5
Prediction and optimization of gas turbine secondary air system cooling efficiency based on deep learning	5

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	5
An incremental learning framework for pipeline weld crack damage identification and leakage rate prediction	5
Surrogate model-based multiobjective design optimization for air-cooled battery thermal management systems	5
Assessment and improvement of rainfall environment reproduction for climatic wind tunnel	5
Numerical simulation of gas-liquid transport in porous media using 3D color-gradient lattice Boltzmann method: trapped air and oxygen diffusion coefficient analysis	5
Analysis of the high-speed jet in a liquid-ring pump ejector using a proper orthogonal decomposition method	5
Lattice Boltzmann simulation of wetting gradient accelerating droplets merging and shedding on a circumferential surface	5
Monthly rainfall forecasting modelling based on advanced machine learning methods: tropical region as case study	5
Performance investigation of battery thermal management system based on L-shaped heat pipe coupled cold plate and optimization of controllable liquid cooling	5
Aerodynamics effects of rear-mounted porous plate in cylindrical flow at different Reynold numbers	5
NN-augmented k - ω shear stress transport turbulence model for high-speed flows with shock-wave/boundary layer interaction	5
Improve carbon dioxide emission prediction in the Asia and Oceania (OECD): nature-inspired optimisation algorithms versus conventional machine learning	5
Analysis of chemical reactive nanofluid flow on stretching surface using numerical soft computing approach for thermal enhancement	5
Numerical analysis of non-uniform Cu(In, Ga)Se2 growth in a selenization process on large-area substrates for mass production	5
Balancing accuracy and convergence rate: a hybrid optimisation algorithm for parameter identification of unmanned marine vehicles	5
Accurate discharge coefficient prediction of streamlined weirs by coupling linear regression and deep convolutional gated recurrent unit	5
Predicting water level fluctuations in glacier-fed lakes by ensembling individual models into a quad-meta model	5
An improved inflow turbulence generator for large eddy simulation evaluation of wind effects on tall buildings	5
Numerical study on scroll vortex intake with partially or fully sealed cover of vortex chamber	5
Dynamic behaviour and energy dissipation of offline air pockets in transient pipe flows	4
Modeling the infiltration rate of wastewater infiltration basins considering water quality parameters using different artificial neural network techniques	4
Groundwater quality parameters prediction based on data-driven models	4
Performance improvement and numerical study on cathode channel for air-cooled open-cathode proton exchange membrane fuel cells	4
Effects of operation schemes on hydrodynamics and thermal structure in a deep dimictic reservoir	4
Multi-objective design optimization of a transonic axial fan stage using sparse active subspaces	4
Analysis of the influence of the daily regulation of power stations on navigable flow conditions at river confluences using the LSTM model	4
Effects of different vortex designs on optimization results of mixed-flow pump	4
Oscillatory flow driven microdroplet breakup dynamics and microparticle formation in LMPA-water two phase flow system	4
Predicting layer thicknesses by numerical simulation for meniscus-guided coating of organic photovoltaics	4
Numerical assessment of canopy blocking effect on partly-obstructed channel flows: from perturbations to vortices	4
Computational study of free surface film flow and subsequent disintegration of a sheet and ligaments into droplets from a rotary disk atomizer	4
Efficient neural network training method for unsteady flow field prediction based on data pool	4
A robust method to simultaneously place sensors and calibrate parameters for urban drainage pipe system models using Bayesian decision theory	4
Mechanism of energy dissipation in cavitation vortices of low head axial flow pump-as-turbine via reduced-order variational mode decomposition	4
An improved Multi-Objective Whale Optimization Algorithm for hydrodynamic and acoustic performance optimization of Myring-shaped underwater vehicle	4
Development and validation of a Riemann solver in OpenFOAM® for non-ideal compressible fluid dynamics	4
Water-exit dynamics and system identification for a hybrid aerial underwater vehicle	4
Numerical study of the fire-smoke temperature law in the shaft of a high-rise building under the chimney effect in winter	4
Cellular automata to understand the prograding limit of deltaic tidal flat	4
A numerical investigation of irregular wave overtopping on a 2D fixed overtopping wave energy converter	4
1D-3D coupled simulation method of hydraulic transients in ultra-long hydraulic systems based on OpenFOAM	4
Mechanisms of microparticle lateral manipulation using viscoelastic fluids in microchannels with triangle patterns array	4
Optimization of tricuspid membrane mechanism for effectiveness and leaflet longevity through hemodynamic analysis	4
The collective motion of a binary pusher-puller mixture in viscoelastic fluids	4
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	4
Optimization of cargo distribution for high-speed freight trains to overcome strong wind conditions	3
Investigation on flow mechanism of an advanced transonic centrifugal compressor with free-form impeller at design and off-design speeds	3
Computational fluid dynamics analysis and extended adaptive hybrid functions model-based design optimization of an explosion-proof safety valve	3
Hydrodynamic behaviors of self-propelled sperms in confined spaces	3
Computational analysis of turbulent flow characteristics in nanofluids containing 1-D and 2-D carbon nanomaterials: grid optimization and performance evaluation	3
Aerodynamic energy consumption analysis of divided evacuated tube transportation system	3
Aerodynamic noise prediction of a high-speed centrifugal fan considering impeller-eccentric effect	3
Rapid flood inundation mapping by integrating deep learning-based image super-resolution with coarse-grid hydrodynamic modeling	3
Transient response and analytical solution of burst phenomenon in long distance water pipeline	3
Influence of the flow field and vortex structure of patient-specific abdominal aortic aneurysm with intraluminal thrombus on the arterial wall	3
Analysis and prediction of force characteristics of tubular turbine based on Hankel-DMD-LSTM	3
Novel Genetic Algorithm (GA) based hybrid machine learning-pedotransfer Function (ML-PTF) for prediction of spatial pattern of saturated hydraulic conductivity	3
Robust optimisation of the streamlined shape of a high-speed train in crosswind conditions	3
Numerical investigation of angle parameters of tip sails for improvement of aircraft flight performance	3
Computational study and prediction of infection risk probability of respiratory diseases inside a classroom	3
Delft3D model-based estuarine suspended sediment budget with morphodynamic changes of the channel-shoal complex in a mega fluvial-tidal delta	3
On the cavitation-induced collapse erosion of a turbofan fuel pump	3
Numerical simulation investigation of the mechanism of lacquer curtain formation in curtain coating	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
Thermal transport and magnetohydrodynamics flow of generalized Newtonian nanofluid with inherent irreversibility between conduit with slip at the walls	3
Physics of secondary flow phenomenon and erosion characteristics in the injector of a Pelton turbine	3
Data-driven prediction of critical diameter for deterministic lateral displacement devices: an integrated DPD-ML approach	3
A CNN-PINN-DRL driven method for shape optimization of airfoils	3
A method for parameterized design and rapid optimization of axial flow pumps	3
Topological and hydrodynamic analyses of solar thermochemical reactors for aerodynamic-aided window protection	3
Effect of impeller shroud trimming on the hydraulic performance of centrifugal pumps with low and medium specific speeds	3
Investigating photovoltaic solar power output forecasting using machine learning algorithms	3