Engineering Applications of Computational Fluid Mechanics

Article	Citations
A novel hydraulic balanced turbine for stability control and application in drilling tools	71
Optimizing aerodynamic shape of benchmark problems using an improved Gaussian process regression algorithm	56
Effects of flow and heat transfer around a hand-shaped former	48
Investigation of the impact of token embeddings in Transformer-based models on short-term tropical cyclone track and intensity predictions	45
A novel spatial–temporal prediction method for the effects of fish movement on flow field based on hybrid deep neural network	40
Development of interpretable intelligent frameworks for estimating river water turbidity	40
Neural network-based regression for heat transfer and fluid flow over in-line cylinder arrays with random pitch distances at low Reynolds number	36
Numerical simulation and dynamic mode decomposition analysis of the flow past wings with spanwise waviness	32
Near-wall modeling of forests for atmosphere boundary layers using lattice Boltzmann method on GPU	32
A hybrid of CFD and PSO optimization design method of the integrated slipper/swashplate structure in seawater hydraulic axial piston pump	31
Performance simulation of L-shaped heat pipe and air coupled cooling process for ternary lithium battery module	28
A computational study of 3D flow structure in two consecutive bends subject to the influence of tributary inflow in the middle Yangtze River	27
Analysis of cavitation and shear in bellows pump: transient CFD modelling and high-speed visualization	26
Mitigating crosswind effect on high-speed trains by active blowing method: a comparative study	24
Exploring liquid fuel combustion dynamics in a swirl burner using dynamic mode decomposition	24
Computational investigation of the relationship between landslide-related conditions and resultant dam overtopping waves	23
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	22
Evaluation of cooling measures performance and thermal-humidity environment for ultra-high geothermal railway tunnel construction by using WBGT	22
3D computational fluid dynamics analysis of natural gas separation efficiency in multiphase pumping wells with heterogeneous flow regime	22
An efficient implementation of compact third-order implicit reconstruction solver with a simple WBAP limiter for compressible flows on unstructured meshes	21
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	20
Propulsion curve analysis and optimisation of biomimetic pectoral fin with three degree of freedom based on multi-layer perception	19
Improving the energy performance of vortex pump based on whale optimization algorithm	18
Enhancing ship hydrodynamic performance via machine learning-driven CFD parametric optimization	18

Computational analysis of naturally oscillating tandem square and circular bluff bodies: a GPU based immersed boundary – lattice Boltzmann approach	18
Study on transport phenomena and performance of proton exchange membrane fuel cell with radial flow fields	18
Leveraging mesh modularization to lower the computational cost of localized updates to regional 2D hydrodynamic model outputs	17
Experimental and numerical validation of a hybrid method for modelling the wake flow of two in-line wind turbines	17
Local correlation-based transition model for aerodynamic flows in wide speed range	17
In silico modeling for personalized stenting in aortic coarctation	17
Numerical investigation of two-phase flow through tube bundles based on the lattice Boltzmann method	17
Machine learning-accelerated aerodynamic inverse design	17
Enhancing thermal performance in enclosures filled with nanofluids subjected to sinusoidal heating: a numerical study	17
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	16
A deep reinforcement learning approach for wind speed forecasting	16
A comprehensive GPU-accelerated lattice Boltzmann framework for high-Reynolds-number flow in complex rod bundles	15
Numerical investigation of turbulent forced convection flow in a two-dimensional curved surface cavity	15
Influence of design parameters of upstream Venturi pipeline on multiphase flow measurement	15
Highly resolved numerical simulation of pure and blended fuel sonic jets in a Mach 2 crossflow	14
Estimating over thousands of reservoirs sedimentation and effects on sediment flux through a newly proposed sediment transport model	14
Three-dimensional flow structure in a confluence-bifurcation unit	14
Undesired flows in lateral-intake multiple forebays and their hydraulic implications: case study for Asia’s largest urban water supply pumping station	14
Aerodynamic performance of traveling road vehicles on a single-level rail-cum-road bridge under crosswind and aerodynamic impact of traveling trains	14
Validation and simulation of cavitation flow in a centrifugal pump by filter-based turbulence model	14
2D Modelling and energy analysis of entrapped air-pocket propagation and spring-like geysering in the drainage pipeline system	14
Buffer scheme for aero-performance deterioration caused by trains passing bilateral vertical noise barriers with crosswinds	14
Numerical simulation of three-dimensional two-phase pipe flows with GPU-accelerated Riemann-based smoothed particle hydrodynamics	13
A comparison of machine learning models for suspended sediment load classification	13
An artificial intelligence and machine learning-driven CFD simulation for optimizing thermal performance of blood-integrated ternary nano-fluid	13
Condition monitoring of axial piston pumps based on machine learning-driven real-time CFD simulation	13
Assessment of cavitation noise in a centrifugal pump using acoustic finite element method and spherical cavity radiation theory	13
Wake vortex evolution analysis of trapezoidal wings with varied flap configurations based on the Liutex method	13
Numerical study on the effect of pantograph fairing on aerodynamic performance at various train heights	12
Monthly and seasonal hydrological drought forecasting using multiple extreme learning machine models	12
MHD unsteady flow of carbon nanotubes over nonlinear radiative surface with anisotropic slip conditions: computational analysis of irreversibility for Yamada-Ota model	12
Instantaneous 2D extreme wind speed prediction using the novel Wind Gust Prediction Net based on purely convolutional neural mechanism	12
Synergistic SAPSO-sinusoidal decay empirical formula for ship motion forecasting in waves	12
Designing an explainable bio-inspired model for suspended sediment load estimation: eXtreme Gradient Boosting coupled with Marine Predators Algorithm	12
An experimental and numerical study of gas-liquid two-phase flow moving upward vertically in larger annulus	12
Numerical simulation of inertial microfluidics: a review	12
A conjugated heat and mass transfer model to implement reaction in particle-resolved CFD simulations of catalytic fixed bed reactors	12
Experiments and numerical analysis of the dynamic flow characteristics of a pump−pipeline system with entrapped air during start-up	11
Segment-based Eulerian-Lagrangian transition method for flat nozzle spray atomization simulation	11
Mass shedding rate of an isolated high-speed slug propagating in a pipeline	11
Numerical analysis of vortex and cavitation dynamics of an axial-flow pump	11
Upscaling solid oxide electrolysis cell CFD simulations for hydrogen production	11
Discrete air model for large scale rapid filling process contained entrapped air	11
A novel graph modeling method for GNN-based hypersonic aircraft flow field reconstruction	11
A rapid and efficient method for flash flood simulation based on deep learning	11
Optimised heat exchange in a magnetised nanofluid-filled cavity using hybrid deep neural network and metaheuristic algorithms	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
Atmosphere air temperature forecasting using the honey badger optimization algorithm: on the warmest and coldest areas of the world	11
Spatiotemporal characterization and forecasting of coastal water quality in the semi-enclosed Tolo Harbour based on machine learning and EKC analysis	11

Data-driven pressure field prediction for ships in regular sea states	10
Dynamic and flow instability analysis during runaway process for a pump turbine	10
Machine learning approach for 2D abrasion mapping in Sediment Bypass Tunnels: a case study of Koshibu SBT, Japan	10
Energy management of a concentrated photovoltaic−thermal unit utilizing nanofluid jet impingement in existence of thermoelectric module	10
Numerical investigation on the coupled mechanisms of bubble breakup in a venturi-type bubble generator	10
Investigation of flow characteristics and acoustic responses in hydraulic machinery based on a nonlinear cavitation model and vortex-sound coupling method under cavitating conditions	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
Controllable generation of core-shell composite droplets in a conical inlet double-focus microchannel	10
Swirl flow in annular geometry with varying cross-section	10
Numerical study on jet noise suppression with water injection during one-nozzle launch vehicle lift-off	10
Numerical investigation of the surface roughness effect on the aerodynamic and aeroacoustic performance of a propeller	10
Numerical study on the stability enhancement mechanism of self-recirculating casing treatment in a counter-rotating axial-flow compressor	10
Three-dimensional CFD analysis of liquid slug acceleration and impact in a voided pipeline with end orifice	10
Shape optimization of closed-box girder considering dynamic and aerodynamic effects on flutter: a CFD-enabled and Kriging surrogate-based strategy	10
Numerical study on transient four-quadrant hydrodynamic performance of cycloidal propellers	10
Multi-objective optimisation of K-shape notch multi-way spool valve using CFD analysis, discharge area parameter model, and NSGA-II algorithm	9
A novel deep U-Net-LSTM framework for time-sequenced hydrodynamics prediction of the SUBOFF AFF-8	9
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	9
Correlation between cargo properties and train overturning safety for a high-speed freight train under strong winds	9
The effect of relative position on the motion and interactions of particle sedimentation under gravity in a finite-width vertical channel	9
Hydrodynamic numerical simulation and prediction of bionic fish based on computational fluid dynamics and multilayer perceptron	9
Embedded large eddy simulation of boundary layer transition behind a micro-ramp	9
Pipeline leak diagnosis based on leak-augmented scalograms and deep learning	9
Estimation and interpretation of equilibrium scour depth around circular bridge piers by using optimized XGBoost and SHAP	9
Impact of the train heights on the aerodynamic behaviour of a high-speed train	9
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
Passive wake flow control of vertical axis wind turbines in array configurations	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
Hydrodynamic simulation of coastal reservoir in response to flow control: a numerical study of the Saemangeum reservoir	8
A novel local-variable-based transition-turbulence model for underwater boundary layers with temperature gradient effects	8
Wind speed prediction over Malaysia using various machine learning models: potential renewable energy source	8
High-speed aerated jet trajectory simulated by compounding method of Euler-Euler model and meshless SPH method	8
Chamber shape optimization for ultra-high-pressure water-jet nozzle based on computational fluid dynamics method and a data-driven surrogate model	8
Comprehensive model for train-induced aerodynamic pressure on noise barriers: effects of bilateral layout and height	8
Numerical simulations of the interactions between counterflowing density currents	8
Three-dimensional numerical study on reservoir sediment flushing through an initially covered bottom tunnel	8
Uncertainty quantification of the standard k-ε turbulence model closure coefficients in predicting aerodynamics of high-speed train	8
Numerical study on aerodynamic drag and noise of high-speed pantograph by introducing spanwise waviness	8
Two-phase flow investigation of sewage pumps with different tip clearance via computational fluid dynamics and multi-factor ANOVA	8
On the anti-rolling performance of a train using a vortex generator array	8
CFD-aided study on transient wave-blockage interaction in a pressurized fluid pipeline	7
Shape optimization of bellmouth to improve flow uniformity under non-aligned inflow condition in gas turbine casing	7
Computational fluid dynamics-multibody system dynamics bidirectional coupling calculation and flow-induced vibration evaluation of a high-speed pantograph-catenary system	7
A CFD and thermal-electric coupled analysis of a kW-level automobile thermoelectric generator for automotive exhaust recovery	7
Numerical investigation of erosion response towards a high-head Francis turbine with special emphasis on clearance sizes effect of guide vane	7
Effects of pulsed endwall air injection on corner separation and vortical flow of a compressor cascade	7
Artificial neural networking for computational assessment of ternary hybrid nanofluid flow caused by a stretching sheet: implications of machine-learning approach	7
Circulatory System Based Optimization (CSBO): an expert multilevel biologically inspired meta-heuristic algorithm	7
Insight into dust control performance of a reverse circulation drill bit using multiphase flow simulation	7
Investigation of flow distribution and geometric parameter optimization in continuous manifold systems under unsteady flow conditions	7
Numerical and experimental analysis of biomimetic tubercle for cavitation suppression in viscous oil flow around hydrofoil	7
Prediction of ultimate tensions in mooring lines for a floating offshore wind turbine considering extreme gusts	7
Performance prediction and optimization of hydrogenation feed pump based on particle swarm optimization – least squares support vector regression surrogate model	7
Forecasting of energy-related carbon dioxide emission using ANN combined with hybrid metaheuristic optimization algorithms	7
Swash-flow induced forces on human body standing on a smooth and impermeable slope: A numerical study with experimental validations	7
A novel conceptual design approach for autonomous underwater helicopter based on multidisciplinary collaborative optimization	7
Aerodynamic damping and amplitude response of piezoelectric fans in free and confined space	7
Optimization of extreme learning machine model with biological heuristic algorithms to estimate daily reference evapotranspiration in Hetao Irrigation District of China	7
Aerodynamic multi-objective optimization on train nose shape using feedforward neural network and sample expansion strategy	7
Study on type of magnetic suspension rotor groove and wear of drop touchdown bearing	7
Explainable machine learning models for estimating daily dissolved oxygen concentration of the Tualatin River	7
A Rortex-based method for evaluating hydraulic losses in pump-turbines: a case study of turbine mode under different load conditions	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
Optimization of nano-microparticle size and shape on wall-interaction: a human case study on an abdominal aortic aneurysm	7
Aerodynamic impact of wind-sand flow on moving trains in tunnel-embankment transition section: from field testing to CFD modeling	6
Analysis of the blade aeroelastic effect on the floating offshore wind turbine wake in a focusing wave with a hybrid model	6
Dual-objective optimization strategy of self-adaptive transient pressure controller in water delivery engineering	6
Optimization of aerodynamic performance and aeroacoustic characteristics in axial flow fans for direct evaporative air conditioning systems	6
Field measurements and CFD simulations of wind characteristics at the Yellow River bridge site in a converging-channel terrain	6
Improving the streamflow prediction accuracy in sparse data regions: a fresh perspective on integrated hydrological-hydrodynamic and hybrid machine learning models	6
Analysis of streaming effects in stirling-type inertance pulse tube cryocoolers using computational fluid dynamics	6
Numerical analysis of non-uniform Cu(In, Ga)Se2 growth in a selenization process on large-area substrates for mass production	6
Numerical and experimental investigation on vortex control and sedimentation suppression in a Y-shaped diversion channel with circular inlet tanks	6
A Lagrangian particle model for one-dimensional transient pipe flow with moving boundary	6
Influence of water based binary composite nanofluids on thermal performance of solar thermal technologies: sustainability assessments	6
Design and optimization of bionic Nautilus volute for a hydrodynamic retarder	6
Optimization strategy for bio-inspired lateral line sensor arrays in autonomous underwater helicopter	6
Impact of propeller arrangement on aerodynamic performance for a high-lift distributed propulsion system	6
Developing an efficient explainable artificial intelligence approach for accurate reverse osmosis desalination plant performance prediction: application of SHAP analysis	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

Energy and cost management of different mixing ratios and morphologies on mono and hybrid nanofluids in collector technologies	6
Turbulent flow simulations in a simplified channel bend model of Dragon style rivers with constant curvature and different single-short-branch characteristics	6
Physics informed neural networks based identification modelling of ship maneuvering motion and associated optimal excitation design	6
Sensitivity analysis of a Venturi shaped structure for cross-flow turbines	6
Assessment and improvement of rainfall environment reproduction for climatic wind tunnel	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
Research on aerodynamic optimization design method and flow mechanism of a high-subsonic compressor cascade	6
A novel hybrid neural network of fluid-structure interaction prediction for two cylinders in tandem arrangement	6
Time series-based groundwater level forecasting using gated recurrent unit deep neural networks	6
Aerodynamic analysis on unsteady characteristics of a ducted fan hovering in ceiling effect	6
Study on aerodynamic drag and noise reduction of high-speed pantograph with streamwise holes	6
Frequent estuarine engineering exacerbates flood risk in the Greater Bay Area	6
NN-augmented k - ω shear stress transport turbulence model for high-speed flows with shock-wave/boundary layer interaction	6
Improve carbon dioxide emission prediction in the Asia and Oceania (OECD): nature-inspired optimisation algorithms versus conventional machine learning	6
Numerical study on scroll vortex intake with partially or fully sealed cover of vortex chamber	6
Analysis of chemical reactive nanofluid flow on stretching surface using numerical soft computing approach for thermal enhancement	6
Efficient and generalizable nested Fourier-DeepONet for three-dimensional geological carbon sequestration	6
An improved inflow turbulence generator for large eddy simulation evaluation of wind effects on tall buildings	5
The dynamic pressure effect of gas microbearings under high rotational speed	5
Monthly rainfall forecasting modelling based on advanced machine learning methods: tropical region as case study	5
Surrogate model-based multiobjective design optimization for air-cooled battery thermal management systems	5
Analysis of the influence of the daily regulation of power stations on navigable flow conditions at river confluences using the LSTM model	5
Accurate discharge coefficient prediction of streamlined weirs by coupling linear regression and deep convolutional gated recurrent unit	5
Efficient neural network training method for unsteady flow field prediction based on data pool	5
Balancing accuracy and convergence rate: a hybrid optimisation algorithm for parameter identification of unmanned marine vehicles	5
Computational fluid dynamics investigation of gas–liquid two-phase flow in aerated stirred reactors	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
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
Analysis of the high-speed jet in a liquid-ring pump ejector using a proper orthogonal decomposition method	5
Effects of operation schemes on hydrodynamics and thermal structure in a deep dimictic reservoir	5
A robust method to simultaneously place sensors and calibrate parameters for urban drainage pipe system models using Bayesian decision theory	5
An incremental learning framework for pipeline weld crack damage identification and leakage rate prediction	5
Prediction and optimization of gas turbine secondary air system cooling efficiency based on deep learning	5
Aerodynamics effects of rear-mounted porous plate in cylindrical flow at different Reynold numbers	5
Performance investigation of battery thermal management system based on L-shaped heat pipe coupled cold plate and optimization of controllable liquid cooling	5
Lattice Boltzmann simulation of wetting gradient accelerating droplets merging and shedding on a circumferential surface	5
Mechanisms of microparticle lateral manipulation using viscoelastic fluids in microchannels with triangle patterns array	5
Predicting water level fluctuations in glacier-fed lakes by ensembling individual models into a quad-meta model	5
Optimization of cargo distribution for high-speed freight trains to overcome strong wind conditions	4
Delft3D model-based estuarine suspended sediment budget with morphodynamic changes of the channel-shoal complex in a mega fluvial-tidal delta	4
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	4
Performance improvement and numerical study on cathode channel for air-cooled open-cathode proton exchange membrane fuel cells	4
Oscillatory flow driven microdroplet breakup dynamics and microparticle formation in LMPA-water two phase flow system	4
Characteristic analysis and motion control of a novel ball double-screw hydraulic robot joint	4
A numerical investigation of irregular wave overtopping on a 2D fixed overtopping wave energy converter	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
Effect of streamwise bionic protuberances with continuous curvature near the leading edge on performance of compressor cascade aerodynamics	4
Physics of secondary flow phenomenon and erosion characteristics in the injector of a Pelton turbine	4
Rapid flood inundation mapping by integrating deep learning-based image super-resolution with coarse-grid hydrodynamic modeling	4
Numerical study of the fire-smoke temperature law in the shaft of a high-rise building under the chimney effect in winter	4
Development and validation of a Riemann solver in OpenFOAM® for non-ideal compressible fluid dynamics	4
Dynamic behaviour and energy dissipation of offline air pockets in transient pipe flows	4
Multi-objective design optimization of a transonic axial fan stage using sparse active subspaces	4
1D-3D coupled simulation method of hydraulic transients in ultra-long hydraulic systems based on OpenFOAM	4
Effects of different vortex designs on optimization results of mixed-flow pump	4
Optimization of tricuspid membrane mechanism for effectiveness and leaflet longevity through hemodynamic analysis	4
Groundwater quality parameters prediction based on data-driven models	4
Numerical simulation investigation of the mechanism of lacquer curtain formation in curtain coating	4
Investigating photovoltaic solar power output forecasting using machine learning algorithms	4
Transient response and analytical solution of burst phenomenon in long distance water pipeline	4
Thermal transport and magnetohydrodynamics flow of generalized Newtonian nanofluid with inherent irreversibility between conduit with slip at the walls	4
Numerical assessment of canopy blocking effect on partly-obstructed channel flows: from perturbations to vortices	4
Cellular automata to understand the prograding limit of deltaic tidal flat	4
The collective motion of a binary pusher-puller mixture in viscoelastic fluids	4
Mechanism of energy dissipation in cavitation vortices of low head axial flow pump-as-turbine via reduced-order variational mode decomposition	4
Computational study of free surface film flow and subsequent disintegration of a sheet and ligaments into droplets from a rotary disk atomizer	4
Water-exit dynamics and system identification for a hybrid aerial underwater vehicle	4
An improved Multi-Objective Whale Optimization Algorithm for hydrodynamic and acoustic performance optimization of Myring-shaped underwater vehicle	4
Predicting layer thicknesses by numerical simulation for meniscus-guided coating of organic photovoltaics	4
Modeling the infiltration rate of wastewater infiltration basins considering water quality parameters using different artificial neural network techniques	4
The impact of employing a magnetic field as well as Fe3O4 nanoparticles on the performance of phase change materials	3
CFD analysis on hydrodynamic characteristics of ultra-high-pressure water jets: stationary vs. translating nozzle conditions	3
Correction	3
A method for parameterized design and rapid optimization of axial flow pumps	3
Analysis and prediction of force characteristics of tubular turbine based on Hankel-DMD-LSTM	3
Effect of impeller shroud trimming on the hydraulic performance of centrifugal pumps with low and medium specific speeds	3
Selective response surface methodology for Anti Reflective Coated Nano-film filter thickness optimization in hybrid PVT system	3
Investigate the full characteristic of a centrifugal pump-as-turbine (PAT) in turbine and reverse pump modes	3
Aerodynamic characteristics of circulation control airfoils with Magnus rotating cylinder	3
Aerodynamic performance analysis of a floating wind turbine with coupled blade rotation and surge motion	3
Aerodynamic noise prediction of a high-speed centrifugal fan considering impeller-eccentric effect	3
Aerodynamic energy consumption analysis of divided evacuated tube transportation system	3
Novel Genetic Algorithm (GA) based hybrid machine learning-pedotransfer Function (ML-PTF) for prediction of spatial pattern of saturated hydraulic conductivity	3
Research on a hybrid deep learning model based on two-stage decomposition and an improved whale optimization algorithm for air quality index prediction	3
Multi-condition hawser tension prediction of offshore offloading system based on long and short-term memory network and transfer learning	3
Towards a new paradigm in intelligence-driven computational fluid dynamics simulations	3
Frequency domain response characteristics and localization of transient wave-based water pipeline leakage	3
Improved flow prediction of non-ideal sonic nozzles by CFD-based surrogate modelling	3
Large-eddy simulation and mathematical model of vortex breakdown and pressure drop in a cavity with tubeless vortex reducer	3
Numerical investigation of angle parameters of tip sails for improvement of aircraft flight performance	3
A CNN-PINN-DRL driven method for shape optimization of airfoils	3
Hydrodynamic behaviors of self-propelled sperms in confined spaces	3
High-resolution analysis of hydraulic response characteristics of silted stormwater pipeline and manholes in urban catchments using GASM-TranGRU and CFD-DEM	3
Machine-learning and CFD based optimization and comprehensive experimental study on diagonal flow fan for energy conservation and efficiency enhancement	3