Engineering Applications of Computational Fluid Mechanics

Papers
(The median citation count of Engineering Applications of Computational Fluid Mechanics is 3. 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 2022-01-01 to 2026-01-01.)
ArticleCitations
Effects of flow and heat transfer around a hand-shaped former75
Numerical simulation and dynamic mode decomposition analysis of the flow past wings with spanwise waviness57
A computational study of 3D flow structure in two consecutive bends subject to the influence of tributary inflow in the middle Yangtze River49
A hybrid of CFD and PSO optimization design method of the integrated slipper/swashplate structure in seawater hydraulic axial piston pump47
Investigation of the impact of token embeddings in Transformer-based models on short-term tropical cyclone track and intensity predictions43
Development of interpretable intelligent frameworks for estimating river water turbidity40
A novel spatial–temporal prediction method for the effects of fish movement on flow field based on hybrid deep neural network37
Mitigating crosswind effect on high-speed trains by active blowing method: a comparative study34
Near-wall modeling of forests for atmosphere boundary layers using lattice Boltzmann method on GPU32
Neural network-based regression for heat transfer and fluid flow over in-line cylinder arrays with random pitch distances at low Reynolds number32
A novel hydraulic balanced turbine for stability control and application in drilling tools29
Optimizing aerodynamic shape of benchmark problems using an improved Gaussian process regression algorithm28
Performance simulation of L-shaped heat pipe and air coupled cooling process for ternary lithium battery module28
Analysis of cavitation and shear in bellows pump: transient CFD modelling and high-speed visualization27
Evaluation of cooling measures performance and thermal-humidity environment for ultra-high geothermal railway tunnel construction by using WBGT25
3D computational fluid dynamics analysis of natural gas separation efficiency in multiphase pumping wells with heterogeneous flow regime24
Numerical investigation on aerodynamic characteristics of a high-speed train travelling through a bridge–tunnel section under non-uniform airflows caused by mountain terrain effect23
An efficient implementation of compact third-order implicit reconstruction solver with a simple WBAP limiter for compressible flows on unstructured meshes23
Approximating heat loss in smart buildings through large scale experimental and computational intelligence solutions22
Transient 3D hydrodynamic model of a blast furnace main trough22
Exploring liquid fuel combustion dynamics in a swirl burner using dynamic mode decomposition21
A physics-guided modular deep learning framework for scalable flow state prediction in large-scale gas pipeline networks21
Enhancing ship hydrodynamic performance via machine learning-driven CFD parametric optimization21
Numerical investigation of two-phase flow through tube bundles based on the lattice Boltzmann method20
Propulsion curve analysis and optimisation of biomimetic pectoral fin with three degree of freedom based on multi-layer perception19
Computational investigation of the relationship between landslide-related conditions and resultant dam overtopping waves19
Machine learning-accelerated aerodynamic inverse design19
Experimental and numerical validation of a hybrid method for modelling the wake flow of two in-line wind turbines18
Local correlation-based transition model for aerodynamic flows in wide speed range18
Study on transport phenomena and performance of proton exchange membrane fuel cell with radial flow fields18
Computational analysis of naturally oscillating tandem square and circular bluff bodies: a GPU based immersed boundary – lattice Boltzmann approach18
Improving the energy performance of vortex pump based on whale optimization algorithm18
Leveraging mesh modularization to lower the computational cost of localized updates to regional 2D hydrodynamic model outputs17
Water entry characteristics of an air-droppable underwater glider in waves17
Enhancing thermal performance in enclosures filled with nanofluids subjected to sinusoidal heating: a numerical study17
In silico modeling for personalized stenting in aortic coarctation17
A comprehensive GPU-accelerated lattice Boltzmann framework for high-Reynolds-number flow in complex rod bundles17
Buffer scheme for aero-performance deterioration caused by trains passing bilateral vertical noise barriers with crosswinds16
NDAWL-PINN: a new non-dimensionalization and multi-task learning approach for efficient training of physics-informed neural networks to solve the shallow water equations16
Three-dimensional flow structure in a confluence-bifurcation unit16
2D Modelling and energy analysis of entrapped air-pocket propagation and spring-like geysering in the drainage pipeline system15
Highly resolved numerical simulation of pure and blended fuel sonic jets in a Mach 2 crossflow15
Numerical investigation of turbulent forced convection flow in a two-dimensional curved surface cavity15
Wake vortex evolution analysis of trapezoidal wings with varied flap configurations based on the Liutex method15
Validation and simulation of cavitation flow in a centrifugal pump by filter-based turbulence model15
Influence of design parameters of upstream Venturi pipeline on multiphase flow measurement15
Aerodynamic performance of traveling road vehicles on a single-level rail-cum-road bridge under crosswind and aerodynamic impact of traveling trains15
Undesired flows in lateral-intake multiple forebays and their hydraulic implications: case study for Asia’s largest urban water supply pumping station15
A deep reinforcement learning approach for wind speed forecasting15
Numerical study on the effect of pantograph fairing on aerodynamic performance at various train heights14
Condition monitoring of axial piston pumps based on machine learning-driven real-time CFD simulation14
Monthly and seasonal hydrological drought forecasting using multiple extreme learning machine models14
A comparison of machine learning models for suspended sediment load classification14
Estimating over thousands of reservoirs sedimentation and effects on sediment flux through a newly proposed sediment transport model14
An artificial intelligence and machine learning-driven CFD simulation for optimizing thermal performance of blood-integrated ternary nano-fluid14
Numerical simulation of inertial microfluidics: a review13
Synergistic SAPSO-sinusoidal decay empirical formula for ship motion forecasting in waves13
Numerical simulation of three-dimensional two-phase pipe flows with GPU-accelerated Riemann-based smoothed particle hydrodynamics13
Construction of collaborative system for predicting and optimizing the performance of centrifugal pumps based on machine learning, and experimental verification13
Designing an explainable bio-inspired model for suspended sediment load estimation: eXtreme Gradient Boosting coupled with Marine Predators Algorithm12
A conjugated heat and mass transfer model to implement reaction in particle-resolved CFD simulations of catalytic fixed bed reactors12
Mass shedding rate of an isolated high-speed slug propagating in a pipeline12
Discrete air model for large scale rapid filling process contained entrapped air12
MHD unsteady flow of carbon nanotubes over nonlinear radiative surface with anisotropic slip conditions: computational analysis of irreversibility for Yamada-Ota model12
Experiments and numerical analysis of the dynamic flow characteristics of a pump−pipeline system with entrapped air during start-up12
Estimating residential buildings’ energy usage utilising a combination of Teaching–Learning–Based Optimization (TLBO) method with conventional prediction techniques12
Numerical analysis of vortex and cavitation dynamics of an axial-flow pump12
An experimental and numerical study of gas-liquid two-phase flow moving upward vertically in larger annulus12
Assessment of cavitation noise in a centrifugal pump using acoustic finite element method and spherical cavity radiation theory12
Instantaneous 2D extreme wind speed prediction using the novel Wind Gust Prediction Net based on purely convolutional neural mechanism12
A novel approach for large-scale hybrid mesh generation on distributed systems12
Modelling smoke dynamics and hazards of smouldering fire in complex large space building12
Three-dimensional CFD analysis of liquid slug acceleration and impact in a voided pipeline with end orifice11
Upscaling solid oxide electrolysis cell CFD simulations for hydrogen production11
Controllable generation of core-shell composite droplets in a conical inlet double-focus microchannel11
Energy management of a concentrated photovoltaic−thermal unit utilizing nanofluid jet impingement in existence of thermoelectric module11
Shape optimization of closed-box girder considering dynamic and aerodynamic effects on flutter: a CFD-enabled and Kriging surrogate-based strategy11
Atmosphere air temperature forecasting using the honey badger optimization algorithm: on the warmest and coldest areas of the world11
A rapid and efficient method for flash flood simulation based on deep learning11
A novel graph modeling method for GNN-based hypersonic aircraft flow field reconstruction11
Segment-based Eulerian-Lagrangian transition method for flat nozzle spray atomization simulation11
Optimised heat exchange in a magnetised nanofluid-filled cavity using hybrid deep neural network and metaheuristic algorithms11
Machine learning approach for 2D abrasion mapping in Sediment Bypass Tunnels: a case study of Koshibu SBT, Japan11
Spatiotemporal characterization and forecasting of coastal water quality in the semi-enclosed Tolo Harbour based on machine learning and EKC analysis11
Numerical investigation of the surface roughness effect on the aerodynamic and aeroacoustic performance of a propeller10
Numerical study on jet noise suppression with water injection during one-nozzle launch vehicle lift-off10
Numerical investigation on propeller cavitation performance with erosion risk under ship hull wake and oblique flow condition10
Impact of the train heights on the aerodynamic behaviour of a high-speed train10
Dynamic and flow instability analysis during runaway process for a pump turbine10
Investigation of flow characteristics and acoustic responses in hydraulic machinery based on a nonlinear cavitation model and vortex-sound coupling method under cavitating conditions10
Numerical study on transient four-quadrant hydrodynamic performance of cycloidal propellers10
Swirl flow in annular geometry with varying cross-section10
Hydrodynamic numerical simulation and prediction of bionic fish based on computational fluid dynamics and multilayer perceptron10
Numerical and intelligent neuro-computational modelling with Fourier’s energy and Fick’s mass flux theory of 3D fluid flow through a stretchable surface10
Numerical investigation on the coupled mechanisms of bubble breakup in a venturi-type bubble generator10
Intelligent aerodynamic modelling method for steady/unsteady flow fields of airfoils driven by flow field images based on modified U-Net neural network10
Multi-objective optimisation of K-shape notch multi-way spool valve using CFD analysis, discharge area parameter model, and NSGA-II algorithm10
Numerical study on the stability enhancement mechanism of self-recirculating casing treatment in a counter-rotating axial-flow compressor10
Pipeline leak diagnosis based on leak-augmented scalograms and deep learning9
A novel deep U-Net-LSTM framework for time-sequenced hydrodynamics prediction of the SUBOFF AFF-89
Optimization of stochastic ANN models for intelligent flow-based prediction of soil erosion susceptibility maps (SESM)9
Correlation between cargo properties and train overturning safety for a high-speed freight train under strong winds9
Numerical study of a novel small waterplane area USV advancing in calm water and in waves using the higher-order Rankine source method9
Data-driven pressure field prediction for ships in regular sea states9
Passive wake flow control of vertical axis wind turbines in array configurations9
Embedded large eddy simulation of boundary layer transition behind a micro-ramp9
Two-phase flow investigation of sewage pumps with different tip clearance via computational fluid dynamics and multi-factor ANOVA9
The effect of relative position on the motion and interactions of particle sedimentation under gravity in a finite-width vertical channel9
Estimation and interpretation of equilibrium scour depth around circular bridge piers by using optimized XGBoost and SHAP9
Numerical and experimental analysis of biomimetic tubercle for cavitation suppression in viscous oil flow around hydrofoil8
Comprehensive model for train-induced aerodynamic pressure on noise barriers: effects of bilateral layout and height8
Numerical simulations of the interactions between counterflowing density currents8
Chamber shape optimization for ultra-high-pressure water-jet nozzle based on computational fluid dynamics method and a data-driven surrogate model8
Aerodynamic multi-objective optimization on train nose shape using feedforward neural network and sample expansion strategy8
Computational fluid dynamics-multibody system dynamics bidirectional coupling calculation and flow-induced vibration evaluation of a high-speed pantograph-catenary system8
Numerical investigation of erosion response towards a high-head Francis turbine with special emphasis on clearance sizes effect of guide vane8
Optimization of extreme learning machine model with biological heuristic algorithms to estimate daily reference evapotranspiration in Hetao Irrigation District of China8
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 strategy8
Investigation of flow distribution and geometric parameter optimization in continuous manifold systems under unsteady flow conditions8
Hydrodynamic simulation of coastal reservoir in response to flow control: a numerical study of the Saemangeum reservoir8
Three-dimensional numerical study on reservoir sediment flushing through an initially covered bottom tunnel8
Numerical study on aerodynamic drag and noise of high-speed pantograph by introducing spanwise waviness8
Circulatory System Based Optimization (CSBO): an expert multilevel biologically inspired meta-heuristic algorithm8
Performance prediction and optimization of hydrogenation feed pump based on particle swarm optimization – least squares support vector regression surrogate model8
A novel conceptual design approach for autonomous underwater helicopter based on multidisciplinary collaborative optimization8
Aerodynamic damping and amplitude response of piezoelectric fans in free and confined space8
CFD-aided study on transient wave-blockage interaction in a pressurized fluid pipeline8
High-speed aerated jet trajectory simulated by compounding method of Euler-Euler model and meshless SPH method8
A novel local-variable-based transition-turbulence model for underwater boundary layers with temperature gradient effects8
On the anti-rolling performance of a train using a vortex generator array8
Wind speed prediction over Malaysia using various machine learning models: potential renewable energy source8
Uncertainty quantification of the standard k-ε turbulence model closure coefficients in predicting aerodynamics of high-speed train8
Prediction of ultimate tensions in mooring lines for a floating offshore wind turbine considering extreme gusts8
Shape optimization of bellmouth to improve flow uniformity under non-aligned inflow condition in gas turbine casing8
Optimization of nano-microparticle size and shape on wall-interaction: a human case study on an abdominal aortic aneurysm8
Insight into dust control performance of a reverse circulation drill bit using multiphase flow simulation8
Explainable machine learning models for estimating daily dissolved oxygen concentration of the Tualatin River8
A CFD and thermal-electric coupled analysis of a kW-level automobile thermoelectric generator for automotive exhaust recovery8
Study on type of magnetic suspension rotor groove and wear of drop touchdown bearing7
Optimization of aerodynamic performance and aeroacoustic characteristics in axial flow fans for direct evaporative air conditioning systems7
Swash-flow induced forces on human body standing on a smooth and impermeable slope: A numerical study with experimental validations7
Aerodynamic analysis on unsteady characteristics of a ducted fan hovering in ceiling effect7
Influence of water based binary composite nanofluids on thermal performance of solar thermal technologies: sustainability assessments7
Research on aerodynamic optimization design method and flow mechanism of a high-subsonic compressor cascade7
Developing an efficient explainable artificial intelligence approach for accurate reverse osmosis desalination plant performance prediction: application of SHAP analysis7
Comprehensive analysis and identification of energy performance and unsteady two-phase flow patterns based on experiments and comparison between two distinct multiphase flow models7
Effects of pulsed endwall air injection on corner separation and vortical flow of a compressor cascade7
A Rortex-based method for evaluating hydraulic losses in pump-turbines: a case study of turbine mode under different load conditions7
Dual-objective optimization strategy of self-adaptive transient pressure controller in water delivery engineering7
Time series-based groundwater level forecasting using gated recurrent unit deep neural networks7
Impact of propeller arrangement on aerodynamic performance for a high-lift distributed propulsion system7
Frequent estuarine engineering exacerbates flood risk in the Greater Bay Area7
Energy and cost management of different mixing ratios and morphologies on mono and hybrid nanofluids in collector technologies7
Artificial neural networking for computational assessment of ternary hybrid nanofluid flow caused by a stretching sheet: implications of machine-learning approach7
Study on aerodynamic drag and noise reduction of high-speed pantograph with streamwise holes7
Analysis of the blade aeroelastic effect on the floating offshore wind turbine wake in a focusing wave with a hybrid model7
Machine learning models coupled with empirical mode decomposition for simulating monthly and yearly streamflows: a case study of three watersheds in Ontario, Canada7
Forecasting of energy-related carbon dioxide emission using ANN combined with hybrid metaheuristic optimization algorithms7
A novel hybrid neural network of fluid-structure interaction prediction for two cylinders in tandem arrangement7
Effect of curvature radius and angle on aerodynamic characteristics of a sphere travelling in a branched tube system7
Optimization strategy for bio-inspired lateral line sensor arrays in autonomous underwater helicopter7
Improve carbon dioxide emission prediction in the Asia and Oceania (OECD): nature-inspired optimisation algorithms versus conventional machine learning6
The dynamic pressure effect of gas microbearings under high rotational speed6
Assessment and improvement of rainfall environment reproduction for climatic wind tunnel6
Analysis of chemical reactive nanofluid flow on stretching surface using numerical soft computing approach for thermal enhancement6
Design and optimization of bionic Nautilus volute for a hydrodynamic retarder6
Efficient and generalizable nested Fourier-DeepONet for three-dimensional geological carbon sequestration6
Physics informed neural networks based identification modelling of ship maneuvering motion and associated optimal excitation design6
CFD-DEM Simulation of particle transport in solid–liquid flow within a semi-open centrifugal pump6
Prediction and optimization of gas turbine secondary air system cooling efficiency based on deep learning6
Balancing accuracy and convergence rate: a hybrid optimisation algorithm for parameter identification of unmanned marine vehicles6
Numerical study on scroll vortex intake with partially or fully sealed cover of vortex chamber6
NN-augmented k - ω shear stress transport turbulence model for high-speed flows with shock-wave/boundary layer interaction6
A two-phase, two-way coupled model of targeted magnetic drug delivery for small Reynolds numbers6
Aerodynamic impact of wind-sand flow on moving trains in tunnel-embankment transition section: from field testing to CFD modeling6
Enhancing smoothed particle hydrodynamics for turbulent flow simulation: implementation of the dynamic Smagorinsky model6
Improving the streamflow prediction accuracy in sparse data regions: a fresh perspective on integrated hydrological-hydrodynamic and hybrid machine learning models6
Predicting water level fluctuations in glacier-fed lakes by ensembling individual models into a quad-meta model6
Lattice Boltzmann simulation of wetting gradient accelerating droplets merging and shedding on a circumferential surface6
Numerical and experimental investigation on vortex control and sedimentation suppression in a Y-shaped diversion channel with circular inlet tanks6
Numerical simulation of gas-liquid transport in porous media using 3D color-gradient lattice Boltzmann method: trapped air and oxygen diffusion coefficient analysis6
Numerical analysis of non-uniform Cu(In, Ga)Se2 growth in a selenization process on large-area substrates for mass production6
A Lagrangian particle model for one-dimensional transient pipe flow with moving boundary6
Turbulent flow simulations in a simplified channel bend model of Dragon style rivers with constant curvature and different single-short-branch characteristics6
Sensitivity analysis of a Venturi shaped structure for cross-flow turbines6
Analysis of streaming effects in stirling-type inertance pulse tube cryocoolers using computational fluid dynamics6
Computational fluid dynamics investigation of gas–liquid two-phase flow in aerated stirred reactors6
An improved inflow turbulence generator for large eddy simulation evaluation of wind effects on tall buildings6
Multi-objective design optimization of a transonic axial fan stage using sparse active subspaces5
Water-exit dynamics and system identification for a hybrid aerial underwater vehicle5
Effects of operation schemes on hydrodynamics and thermal structure in a deep dimictic reservoir5
A numerical investigation of irregular wave overtopping on a 2D fixed overtopping wave energy converter5
Monthly rainfall forecasting modelling based on advanced machine learning methods: tropical region as case study5
An incremental learning framework for pipeline weld crack damage identification and leakage rate prediction5
Performance investigation of battery thermal management system based on L-shaped heat pipe coupled cold plate and optimization of controllable liquid cooling5
Mechanisms of microparticle lateral manipulation using viscoelastic fluids in microchannels with triangle patterns array5
An improved Multi-Objective Whale Optimization Algorithm for hydrodynamic and acoustic performance optimization of Myring-shaped underwater vehicle5
Analysis of the influence of the daily regulation of power stations on navigable flow conditions at river confluences using the LSTM model5
A robust method to simultaneously place sensors and calibrate parameters for urban drainage pipe system models using Bayesian decision theory5
The collective motion of a binary pusher-puller mixture in viscoelastic fluids5
Computational study of free surface film flow and subsequent disintegration of a sheet and ligaments into droplets from a rotary disk atomizer5
Surrogate model-based multiobjective design optimization for air-cooled battery thermal management systems5
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 sheet5
Performance improvement and numerical study on cathode channel for air-cooled open-cathode proton exchange membrane fuel cells5
Analysis of the high-speed jet in a liquid-ring pump ejector using a proper orthogonal decomposition method5
Groundwater quality parameters prediction based on data-driven models5
Characteristic analysis and motion control of a novel ball double-screw hydraulic robot joint5
Effect of streamwise bionic protuberances with continuous curvature near the leading edge on performance of compressor cascade aerodynamics5
Efficient neural network training method for unsteady flow field prediction based on data pool5
Oscillatory flow driven microdroplet breakup dynamics and microparticle formation in LMPA-water two phase flow system5
Optimization of tricuspid membrane mechanism for effectiveness and leaflet longevity through hemodynamic analysis5
Quantifying the manoeuvring performance of an underwater glider using the RANS-based method5
Aerodynamics effects of rear-mounted porous plate in cylindrical flow at different Reynold numbers5
Accurate discharge coefficient prediction of streamlined weirs by coupling linear regression and deep convolutional gated recurrent unit5
Mechanism of energy dissipation in cavitation vortices of low head axial flow pump-as-turbine via reduced-order variational mode decomposition5
1D-3D coupled simulation method of hydraulic transients in ultra-long hydraulic systems based on OpenFOAM5
Euler equation embedded machine learning method for wall pressure and skin friction distribution4
Aerodynamic noise prediction of a high-speed centrifugal fan considering impeller-eccentric effect4
On the cavitation-induced collapse erosion of a turbofan fuel pump4
Topological and hydrodynamic analyses of solar thermochemical reactors for aerodynamic-aided window protection4
Rapid flood inundation mapping by integrating deep learning-based image super-resolution with coarse-grid hydrodynamic modeling4
Cellular automata to understand the prograding limit of deltaic tidal flat4
Effects of wavy structure, ambient conditions and solar intensities on flow and temperature distributions in a mini solar flat plate collector using computational fluid dynamics4
Transient response and analytical solution of burst phenomenon in long distance water pipeline4
Modeling the infiltration rate of wastewater infiltration basins considering water quality parameters using different artificial neural network techniques4
Aerodynamic energy consumption analysis of divided evacuated tube transportation system4
A method for parameterized design and rapid optimization of axial flow pumps4
Computational study and prediction of infection risk probability of respiratory diseases inside a classroom4
Hydrodynamic behaviors of self-propelled sperms in confined spaces4
Computational fluid dynamics analysis and extended adaptive hybrid functions model-based design optimization of an explosion-proof safety valve4
Numerical assessment of canopy blocking effect on partly-obstructed channel flows: from perturbations to vortices4
Dynamic behaviour and energy dissipation of offline air pockets in transient pipe flows4
Development and validation of a Riemann solver in OpenFOAM® for non-ideal compressible fluid dynamics4
Numerical simulation investigation of the mechanism of lacquer curtain formation in curtain coating4
Thermal transport and magnetohydrodynamics flow of generalized Newtonian nanofluid with inherent irreversibility between conduit with slip at the walls4
Delft3D model-based estuarine suspended sediment budget with morphodynamic changes of the channel-shoal complex in a mega fluvial-tidal delta4
Data-driven prediction of critical diameter for deterministic lateral displacement devices: an integrated DPD-ML approach4
Multi-objective optimization of air-oil two-phase flow for helicopter planetary gear bearings based on the Kriging surrogate model and NSGA-II algorithm4
Novel Genetic Algorithm (GA) based hybrid machine learning-pedotransfer Function (ML-PTF) for prediction of spatial pattern of saturated hydraulic conductivity4
Robust optimisation of the streamlined shape of a high-speed train in crosswind conditions4
Investigating photovoltaic solar power output forecasting using machine learning algorithms4
Numerical study of the fire-smoke temperature law in the shaft of a high-rise building under the chimney effect in winter4
Influence of the contraction section configuration and deflector layout density on the wind-snow flow characteristics inside the ice snow wind tunnel for railway vehicles4
Predicting layer thicknesses by numerical simulation for meniscus-guided coating of organic photovoltaics4
Optimization of cargo distribution for high-speed freight trains to overcome strong wind conditions4
Computational analysis of turbulent flow characteristics in nanofluids containing 1-D and 2-D carbon nanomaterials: grid optimization and performance evaluation4
An efficient geometric constraint handling method for surrogate-based aerodynamic shape optimization3
A thermal management algorithm for flow analysis of water-based Cu–Al 2 O 3 hybrid nanofluid in mu3
Blade performance prediction model coupled autoencoder with multi-source data fusion strategy3
Effective simulation of flow in a moderately curved bend with a single short branch to support the design optimization of river-branch–plant configurations3
0.45286083221436