Engineering Applications of Computational Fluid Mechanics

Article	Citations
Efficient and accurate machine learning models for volume of fluid (VOF) simulation on uniform Cartesian mesh	64
Erosion under turbulent flow: a CFD-based simulation of near-wall turbulent impacts with experimental validation	47
Dynamic and flow instability analysis during runaway process for a pump turbine	37
Optimizing aerodynamic shape of benchmark problems using an improved Gaussian process regression algorithm	36
The influence of river discharge on energy transport in estuaries and its implication for the equilibrium bed profile	35
Machine-learning and CFD based optimization and comprehensive experimental study on diagonal flow fan for energy conservation and efficiency enhancement	30
Numerical study on scroll vortex intake with partially or fully sealed cover of vortex chamber	27
Development and application of a modularized geometry optimizer for future supercritical CO2 turbomachinery optimization	26
Pulsation temporal-spatial characteristics of vortex-shedding flow under different hydrofoil trailing edge shapes	26
Numerical study on the stability enhancement mechanism of self-recirculating casing treatment in a counter-rotating axial-flow compressor	22
Investigation of propeller slipstream effects on lateral and directional static stability of transport aircraft	21
Hydrodynamic numerical simulation and prediction of bionic fish based on computational fluid dynamics and multilayer perceptron	21
An efficient geometric constraint handling method for surrogate-based aerodynamic shape optimization	20
Numerical analysis of non-uniform Cu(In, Ga)Se2 growth in a selenization process on large-area substrates for mass production	20
Numerical study on transient four-quadrant hydrodynamic performance of cycloidal propellers	19
Numerical investigation on the coupled mechanisms of bubble breakup in a venturi-type bubble generator	18
Effects of flow and heat transfer around a hand-shaped former	18
A novel hydraulic balanced turbine for stability control and application in drilling tools	17
CFD investigation of blind-tee effects on flow mixing mechanism in subsea pipelines	15
Analysis of cavitation and shear in bellows pump: transient CFD modelling and high-speed visualization	15
Fluvial bedload transport modelling: advanced ensemble tree-based models or optimized deep learning algorithms?	15
Effect of model scale and airflow velocity on aerodynamic noise prediction for high-speed train leading car and bogie	14
Numerical and experimental investigation on vortex control and sedimentation suppression in a Y-shaped diversion channel with circular inlet tanks	14
Near-wall modeling of forests for atmosphere boundary layers using lattice Boltzmann method on GPU	14
Towards a new paradigm in intelligence-driven computational fluid dynamics simulations	13

Computational evaluation of flight performance of flapping-wing nano air vehicles using hierarchical coupling of nonlinear dynamic and fluid-structure interaction analyses	13
CFD-aided approach of modelling and dynamic characteristic optimization for a highly nonlinear auxiliary braking system	13
Assessment and improvement of rainfall environment reproduction for climatic wind tunnel	13
A computational study of 3D flow structure in two consecutive bends subject to the influence of tributary inflow in the middle Yangtze River	13
Multi-condition hawser tension prediction of offshore offloading system based on long and short-term memory network and transfer learning	13
Swirl flow in annular geometry with varying cross-section	13
Neural network-based regression for heat transfer and fluid flow over in-line cylinder arrays with random pitch distances at low Reynolds number	13
Numerical analysis and design optimization on full coverage film-cooling for turbine guided vane	12
Numerical modelling and theoretical analysis of the acoustic attenuation in bubbly liquids	12
Numerical simulation of gas-liquid transport in porous media using 3D color-gradient lattice Boltzmann method: trapped air and oxygen diffusion coefficient analysis	12
Research on ship motion characteristics in a cross sea based on computational fluid dynamics and potential flow theory	12
A hybrid of CFD and PSO optimization design method of the integrated slipper/swashplate structure in seawater hydraulic axial piston pump	12
NN-augmented k - ω shear stress transport turbulence model for high-speed flows with shock-wave/boundary layer interaction	11
Multi-objective optimisation of K-shape notch multi-way spool valve using CFD analysis, discharge area parameter model, and NSGA-II algorithm	11
Performance simulation of L-shaped heat pipe and air coupled cooling process for ternary lithium battery module	11
Numerical and experimental analysis of cavitation characteristics in safety valves of the nuclear power second circuit using a modified cavitation model	11
Numerical study on jet noise suppression with water injection during one-nozzle launch vehicle lift-off	11
Numerical and intelligent neuro-computational modelling with Fourier’s energy and Fick’s mass flux theory of 3D fluid flow through a stretchable surface	11
Tribo-dynamics modeling and analysis of key friction pairs in scroll compressor with floating fixed scroll design	11
Numerical simulation and dynamic mode decomposition analysis of the flow past wings with spanwise waviness	10
Investigate the full characteristic of a centrifugal pump-as-turbine (PAT) in turbine and reverse pump modes	10
Numerical investigations of pipe flow downstream a flow conditioner with bundle of tubes	10
Intelligent aerodynamic modelling method for steady/unsteady flow fields of airfoils driven by flow field images based on modified U-Net neural network	10
Numerical investigation of nonlinear interaction between salinity- and sediment-induced stratification in highly turbid estuaries and coastal seas	10
Energetic thermo-physical analysis of MLP-RBF feed-forward neural network compared with RLS Fuzzy to predict CuO/liquid paraffin mixture properties	9
Selective response surface methodology for Anti Reflective Coated Nano-film filter thickness optimization in hybrid PVT system	9
Impact of the train heights on the aerodynamic behaviour of a high-speed train	9
High-resolution analysis of hydraulic response characteristics of silted stormwater pipeline and manholes in urban catchments using GASM-TranGRU and CFD-DEM	9
Mitigating crosswind effect on high-speed trains by active blowing method: a comparative study	9
CFD-PBM Coupled modeling of bubble size distribution in a swirling-flow nanobubble generator	9
A novel spatial–temporal prediction method for the effects of fish movement on flow field based on hybrid deep neural network	8
Improve carbon dioxide emission prediction in the Asia and Oceania (OECD): nature-inspired optimisation algorithms versus conventional machine learning	8
Effective simulation of flow in a moderately curved bend with a single short branch to support the design optimization of river-branch–plant configurations	8
An incremental learning framework for pipeline weld crack damage identification and leakage rate prediction	8
3D computational fluid dynamics analysis of natural gas separation efficiency in multiphase pumping wells with heterogeneous flow regime	8
Embedded large eddy simulation of boundary layer transition behind a micro-ramp	8
A comprehensive investigation of storm surge-induced urban flooding in Macao during Typhoon Hato in 2017	8
Leak detection and size identification in fluid pipelines using a novel vulnerability index and 1-D convolutional neural network	8
Comprehensive study on simulation, performance evaluation and optimization strategies for blood pumps	8
Transient 3D hydrodynamic model of a blast furnace main trough	8
Numerical investigation of conjugate heat transfer in a partitioned cavity using NiO nanofluid and firefly algorithm	8
Accurate discharge coefficient prediction of streamlined weirs by coupling linear regression and deep convolutional gated recurrent unit	8
CNN-based vane-type vortex generator modelling	8
Experimental and numerical investigation of flow distribution pattern at a T-shape roadway crossing under extreme storms	8
Applications of artificial intelligence and computational intelligence in hydraulic optimization of centrifugal pumps: a comprehensive review	8
Machine learning-accelerated aerodynamic inverse design	8
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	8
Arctic tern-optimized weighted feature regression system for predicting bridge scour depth	7
Estimation and interpretation of equilibrium scour depth around circular bridge piers by using optimized XGBoost and SHAP	7
Numerical simulation of various flow regimes in water delivery systems	7

Correlation between cargo properties and train overturning safety for a high-speed freight train under strong winds	7
Effect of combined side-wall air supply on ventilation and respiratory pollutant dispersion characteristics of high-speed trains	7
Prediction of CO 2 emission for the central European countries through five metaheuristic optimization techniques helping multilayer perceptron	7
Fluidisation of spherocylindrical particles: computational fluid dynamics–Discrete element method simulation and experimental investigation	7
Numerical study of the flow through an annular gap with filtration by a rotating porous cylinder	7
Lattice Boltzmann simulation of wetting gradient accelerating droplets merging and shedding on a circumferential surface	7
An investigation on the switching of asymmetric wake flow and the bi-stable flow states of a simplified heavy vehicle	7
Towards a high-resolution modelling scheme for local-scale urban flood risk assessment based on digital aerial photogrammetry	7
Computational investigation of the relationship between landslide-related conditions and resultant dam overtopping waves	7
Numerical investigation of two-phase flow through tube bundles based on the lattice Boltzmann method	7
An efficient implementation of compact third-order implicit reconstruction solver with a simple WBAP limiter for compressible flows on unstructured meshes	7
Numerical study of instability mechanism in the air-core vortex formation process	7
Evaluation of cooling measures performance and thermal-humidity environment for ultra-high geothermal railway tunnel construction by using WBGT	6
Numerical investigation of air admission influence on the precessing vortex rope in a Francis turbine	6
The effect of relative position on the motion and interactions of particle sedimentation under gravity in a finite-width vertical channel	6
An improved inflow turbulence generator for large eddy simulation evaluation of wind effects on tall buildings	6
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	6
Computational analysis of naturally oscillating tandem square and circular bluff bodies: a GPU based immersed boundary – lattice Boltzmann approach	6
Experimental and numerical validation of a hybrid method for modelling the wake flow of two in-line wind turbines	6
Modelling flame-to-fuel heat transfer by deep learning and fire images	6
Experimental and CFD research on the minimum height of the combined type hydraulic-driven system in hydro-floating ship lifts	6
Scaling law of the one-direction flow characteristics of symmetric Tesla valve	6
Motion simulation analysis of wear debris in an integrated detection unit for lubricating oil	6
Analysis of the high-speed jet in a liquid-ring pump ejector using a proper orthogonal decomposition method	6
Thermal-hydraulic performance of flat-plate microchannel with fractal tree-like structure and self-affine rough wall	6
Numerical investigation of the operating conditions affecting nitrogen condensation on a three-dimensional wing in the cryogenic wind tunnel	6
Performance investigation of battery thermal management system based on L-shaped heat pipe coupled cold plate and optimization of controllable liquid cooling	6
Propulsion curve analysis and optimisation of biomimetic pectoral fin with three degree of freedom based on multi-layer perception	6
Analysis of flow and energy dissipation in pump turbine with small guide vane opening	6
Numerical simulations of the interactions between counterflowing density currents	6
Enhancing pipeline integrity: a comprehensive review of deep learning-enabled finite element analysis for stress corrosion cracking prediction	6
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	5
Monthly rainfall forecasting modelling based on advanced machine learning methods: tropical region as case study	5
The dynamic pressure effect of gas microbearings under high rotational speed	5
Aerodynamics effects of rear-mounted porous plate in cylindrical flow at different Reynold numbers	5
Dynamic characteristics of a running away pump-turbine with large head variation: 1D + 3D coupled simulation	5
Numerical simulation and experimental study on hydraulic instability of pump as turbine devices induced by thoma number based on scale-averaged wavelet spectrum	5
Surrogate model-based multiobjective design optimization for air-cooled battery thermal management systems	5
Enhancing thermal performance in enclosures filled with nanofluids subjected to sinusoidal heating: a numerical study	5
Local correlation-based transition model for aerodynamic flows in wide speed range	5
Approximating heat loss in smart buildings through large scale experimental and computational intelligence solutions	5
Predicting water level fluctuations in glacier-fed lakes by ensembling individual models into a quad-meta model	5
Two-phase flow investigation of sewage pumps with different tip clearance via computational fluid dynamics and multi-factor ANOVA	5
Comparison of the efficacy of particle swarm optimization and stochastic gradient descent algorithms on multi-layer perceptron model to estimate longitudinal dispersion coefficients in natural streams	5
Improving the energy performance of vortex pump based on whale optimization algorithm	5
A novel deep U-Net-LSTM framework for time-sequenced hydrodynamics prediction of the SUBOFF AFF-8	5
An adaptive integration method for hybrid-dimensional simulations of aeroengine flight statuses by incorporating computational fluid dynamics models of turbomachinery subcomponents	5
Study on transport phenomena and performance of proton exchange membrane fuel cell with radial flow fields	5
Numerical study of a novel small waterplane area USV advancing in calm water and in waves using the higher-order Rankine source method	5
Pipeline leak diagnosis based on leak-augmented scalograms and deep learning	5
Soil moisture estimation using novel bio-inspired soft computing approaches	5
DRLinSPH: an open-source platform using deep reinforcement learning and SPHinXsys for fluid-structure-interaction problems	5
A prediction model of wall shear stress for ultra-high-pressure water-jet nozzle based on hybrid BP neural network	4
Influence of design parameters of upstream Venturi pipeline on multiphase flow measurement	4
Enhancing air quality index forecast with string reduction, entropy weight and similarity measure using K-means clustering for fuzzy inference system	4
Interception performance of intake structures with a flow diversion barrier under supercritical flow conditions	4
In silico modeling for personalized stenting in aortic coarctation	4
Buffer scheme for aero-performance deterioration caused by trains passing bilateral vertical noise barriers with crosswinds	4
Automatic optimization of centrifugal pump based on adaptive single-objective algorithm and computational fluid dynamics	4
Numerical study on the hydrodynamic characteristics of multi-stage centrifugal pumps influenced by impeller-guide vane clocking effect	4
Mechanism analysis of the abnormal head-cover vibration of an ultra-high-head pump-turbine operating in pump mode by CFD and FEM	4
Oscillatory flow driven microdroplet breakup dynamics and microparticle formation in LMPA-water two phase flow system	4
Efficient aerodynamic shape optimization by using unsupervised manifold learning to filter geometric features	4
Characteristic analysis and motion control of a novel ball double-screw hydraulic robot joint	4
Machine learning and parametrisation of multi-cell structures of secondary circulation in a tight open channel bend using LES	4
Aerodynamic multi-objective optimization on train nose shape using feedforward neural network and sample expansion strategy	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
Numerical and experimental analysis of biomimetic tubercle for cavitation suppression in viscous oil flow around hydrofoil	4
Design and hydrodynamic analysis of controllable soft-body extension-driven flippers inspired by swimming frog flippers	4
Impact of the gap distance between two adjacent external windshields of a high-speed train on surrounding flow characteristics: an IDDES study	4
Numerical study of sweep angle effects of the control fin in supercavitating flow	4
Leveraging mesh modularization to lower the computational cost of localized updates to regional 2D hydrodynamic model outputs	3
Analysis of the influence of the daily regulation of power stations on navigable flow conditions at river confluences using the LSTM model	3
Three-dimensional numerical study on reservoir sediment flushing through an initially covered bottom tunnel	3
Optimization of tricuspid membrane mechanism for effectiveness and leaflet longevity through hemodynamic analysis	3
Two-dimensional smoothed particle hydrodynamics (SPH) simulation of multiphase melting flows and associated interface behavior	3
Cascaded neural network surrogate modeling for real-time decision-making in long-distance water supply distribution	3
One-way thermomagnetic simulation of magnetic coupling in natural gas pressure energy utilization	3
Multi-objective design optimization of a transonic axial fan stage using sparse active subspaces	3
Thermal runaway and flame propagation in battery packs: numerical simulation and deep learning prediction	3

Hydrodynamic simulation of coastal reservoir in response to flow control: a numerical study of the Saemangeum reservoir	3
Numerical investigation of turbulent forced convection flow in a two-dimensional curved surface cavity	3
Numerical study on the effect of tangential intake on vortex dropshaft assessment using pressure distributions	3
Three-dimensional flow structure in a confluence-bifurcation unit	3
A CFD–CSD coupling method for simulating the dynamic impact and expulsion of fragile foreign objects from the ‘inlet–bypass duct’ junction of a turboprop aircraft	3
Computational study of free surface film flow and subsequent disintegration of a sheet and ligaments into droplets from a rotary disk atomizer	3
Performance improvement of machine learning models via wavelet theory in estimating monthly river streamflow	3
Non-similar analysis of two-phase hybrid nano-fluid flow with Cattaneo-Christov heat flux model: a computational study	3
Wind speed prediction over Malaysia using various machine learning models: potential renewable energy source	3
Chamber shape optimization for ultra-high-pressure water-jet nozzle based on computational fluid dynamics method and a data-driven surrogate model	3
Statement of Removal	3
Computationally efficient GPU based NS solver for two dimensional high-speed inviscid and viscous compressible flows	3
Uncertainty quantification of the standard k-ε turbulence model closure coefficients in predicting aerodynamics of high-speed train	3
Large eddy simulation on the vortex evolution in a squirrel-cage fan based on a slice computational model	3
A study on the cavitating flow around an elliptical disk-shaped cavitator for non-body-of-revolution underwater vehicles	3
Effect of impeller inlet diameter on saddle-shaped positive slope and non-uniform flow patterns at low flow rates of a mixed-flow pump	3
Artificial neural network analysis of the flow of nanofluids in a variable porous gap between two inclined cylinders for solar applications	3
CFD study of droplet formation in a cross-Junction microfluidic device: investigating the impact of outflow channel design and viscosity ratio	3
On the anti-rolling performance of a train using a vortex generator array	3
Contribution of high turbidity to tidal dynamics in a curved channel in Zhoushan Islands, China	3
A numerical investigation of irregular wave overtopping on a 2D fixed overtopping wave energy converter	3
Efficacy of applying discontinuous boundary condition on the heat transfer and entropy generation through a slip microchannel equipped with nanofluid	3
Insight into dust control performance of a reverse circulation drill bit using multiphase flow simulation	2
Development and validation of a CFD-based model for simulating rotating drum separators	2
Deep learning versus gradient boosting machine for pan evaporation prediction	2
2D Modelling and energy analysis of entrapped air-pocket propagation and spring-like geysering in the drainage pipeline system	2
Blast loading prediction in a typical urban environment based on Bayesian deep learning	2
Flow-induced vibration response analysis of windshield of high-speed train based on proper orthogonal decomposition and pseudo excitation method	2
Circulatory System Based Optimization (CSBO): an expert multilevel biologically inspired meta-heuristic algorithm	2
Fully discrete WENO with double entropy condition for hyperbolic conservation laws	2
Data-driven rapid prediction model for aerodynamic force of high-speed train with arbitrary streamlined head	2
A sharp MLS penalty immersed finite element method for fluid-structure interaction of highly deformable slender body in turbulent flow	2
Comprehensive model for train-induced aerodynamic pressure on noise barriers: effects of bilateral layout and height	2
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	2
A comparison of machine learning models for suspended sediment load classification	2
Numerical simulation of wake vortex for the flight near the ground with different boundary conditions	2
Performance prediction and optimization of hydrogenation feed pump based on particle swarm optimization – least squares support vector regression surrogate model	2
Pan evaporation estimation by relevance vector machine tuned with new metaheuristic algorithms using limited climatic data	2
Shape optimization of bellmouth to improve flow uniformity under non-aligned inflow condition in gas turbine casing	2
Resonance risk assessment method on a storage pump’s centrifugal impeller by considering the hydrodynamic damping ratio	2
Aerodynamic damping and amplitude response of piezoelectric fans in free and confined space	2
CFD-aided study on transient wave-blockage interaction in a pressurized fluid pipeline	2
Transient response and analytical solution of burst phenomenon in long distance water pipeline	2
Automatic optimization of centrifugal pump for energy conservation and efficiency enhancement based on response surface methodology and computational fluid dynamics	2
Effects of different vortex designs on optimization results of mixed-flow pump	2
A robust method to simultaneously place sensors and calibrate parameters for urban drainage pipe system models using Bayesian decision theory	2
Numerical study on aerodynamic drag and noise of high-speed pantograph by introducing spanwise waviness	2
Effect of jet flow control in front of the leading bogie on the aerodynamic drag and underbody slipstream of high-speed trains	2
Performance assessment of lift-based turbine for small-scale power generation in water pipelines using OpenFOAM	2
Conceptualisation of a novel electromechanical system for small-volume needle-free jet injection	2
A magnetophoretic microdevice for multi-magnetic particles separation based on size: a numerical simulation study	2
Optimising aerodynamic drag for enhanced robotic balancing	2
Numerical investigation of mesoscale multiphase mass transport mechanism in fibrous porous media	2
Numerical study of the fire-smoke temperature law in the shaft of a high-rise building under the chimney effect in winter	2
Investigation on unstable flow characteristics and energy dissipation in Pelton turbine	2
Forecast of rainfall distribution based on fixed sliding window long short-term memory	2
Comparison of haemodynamics in carotid endarterectomy: primary closure versus patch angioplasty	2
Condition monitoring of axial piston pumps based on machine learning-driven real-time CFD simulation	2
Cellular automata to understand the prograding limit of deltaic tidal flat	2
Performance improvement and numerical study on cathode channel for air-cooled open-cathode proton exchange membrane fuel cells	2
1D-3D coupled simulation method of hydraulic transients in ultra-long hydraulic systems based on OpenFOAM	2
Groundwater quality parameters prediction based on data-driven models	2
Numerical assessment of canopy blocking effect on partly-obstructed channel flows: from perturbations to vortices	2
Validation and simulation of cavitation flow in a centrifugal pump by filter-based turbulence model	2