OOIR: Observatory of International Research

Papers

(The TQCC of Engineering Applications of Computational Fluid Mechanics is 8. 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.)

Article	Citations
Effects of flow and heat transfer around a hand-shaped former	75
Numerical simulation and dynamic mode decomposition analysis of the flow past wings with spanwise waviness	57
A computational study of 3D flow structure in two consecutive bends subject to the influence of tributary inflow in the middle Yangtze River	49
A hybrid of CFD and PSO optimization design method of the integrated slipper/swashplate structure in seawater hydraulic axial piston pump	47
Investigation of the impact of token embeddings in Transformer-based models on short-term tropical cyclone track and intensity predictions	43
Development of interpretable intelligent frameworks for estimating river water turbidity	40
A novel spatial–temporal prediction method for the effects of fish movement on flow field based on hybrid deep neural network	37
Mitigating crosswind effect on high-speed trains by active blowing method: a comparative study	34
Near-wall modeling of forests for atmosphere boundary layers using lattice Boltzmann method on GPU	32
Neural network-based regression for heat transfer and fluid flow over in-line cylinder arrays with random pitch distances at low Reynolds number	32
A novel hydraulic balanced turbine for stability control and application in drilling tools	29
Optimizing aerodynamic shape of benchmark problems using an improved Gaussian process regression algorithm	28
Performance simulation of L-shaped heat pipe and air coupled cooling process for ternary lithium battery module	28
Analysis of cavitation and shear in bellows pump: transient CFD modelling and high-speed visualization	27
Evaluation of cooling measures performance and thermal-humidity environment for ultra-high geothermal railway tunnel construction by using WBGT	25
3D computational fluid dynamics analysis of natural gas separation efficiency in multiphase pumping wells with heterogeneous flow regime	24
An efficient implementation of compact third-order implicit reconstruction solver with a simple WBAP limiter for compressible flows on unstructured meshes	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	23
Transient 3D hydrodynamic model of a blast furnace main trough	22
Approximating heat loss in smart buildings through large scale experimental and computational intelligence solutions	22
A physics-guided modular deep learning framework for scalable flow state prediction in large-scale gas pipeline networks	21
Enhancing ship hydrodynamic performance via machine learning-driven CFD parametric optimization	21
Exploring liquid fuel combustion dynamics in a swirl burner using dynamic mode decomposition	21
Numerical investigation of two-phase flow through tube bundles based on the lattice Boltzmann method	20
Computational investigation of the relationship between landslide-related conditions and resultant dam overtopping waves	19

Machine learning-accelerated aerodynamic inverse design	19
Propulsion curve analysis and optimisation of biomimetic pectoral fin with three degree of freedom based on multi-layer perception	19
Local correlation-based transition model for aerodynamic flows in wide speed range	18
Study on transport phenomena and performance of proton exchange membrane fuel cell with radial flow fields	18
Computational analysis of naturally oscillating tandem square and circular bluff bodies: a GPU based immersed boundary – lattice Boltzmann approach	18
Improving the energy performance of vortex pump based on whale optimization algorithm	18
Experimental and numerical validation of a hybrid method for modelling the wake flow of two in-line wind turbines	18
Enhancing thermal performance in enclosures filled with nanofluids subjected to sinusoidal heating: a numerical study	17
In silico modeling for personalized stenting in aortic coarctation	17
A comprehensive GPU-accelerated lattice Boltzmann framework for high-Reynolds-number flow in complex rod bundles	17
Leveraging mesh modularization to lower the computational cost of localized updates to regional 2D hydrodynamic model outputs	17
Water entry characteristics of an air-droppable underwater glider in waves	17
Three-dimensional flow structure in a confluence-bifurcation unit	16
Buffer scheme for aero-performance deterioration caused by trains passing bilateral vertical noise barriers with crosswinds	16
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
Aerodynamic performance of traveling road vehicles on a single-level rail-cum-road bridge under crosswind and aerodynamic impact of traveling trains	15
Undesired flows in lateral-intake multiple forebays and their hydraulic implications: case study for Asia’s largest urban water supply pumping station	15
A deep reinforcement learning approach for wind speed forecasting	15
2D Modelling and energy analysis of entrapped air-pocket propagation and spring-like geysering in the drainage pipeline system	15
Highly resolved numerical simulation of pure and blended fuel sonic jets in a Mach 2 crossflow	15
Numerical investigation of turbulent forced convection flow in a two-dimensional curved surface cavity	15
Wake vortex evolution analysis of trapezoidal wings with varied flap configurations based on the Liutex method	15
Validation and simulation of cavitation flow in a centrifugal pump by filter-based turbulence model	15
Influence of design parameters of upstream Venturi pipeline on multiphase flow measurement	15
A comparison of machine learning models for suspended sediment load classification	14
Estimating over thousands of reservoirs sedimentation and effects on sediment flux through a newly proposed sediment transport model	14
An artificial intelligence and machine learning-driven CFD simulation for optimizing thermal performance of blood-integrated ternary nano-fluid	14
Numerical study on the effect of pantograph fairing on aerodynamic performance at various train heights	14
Condition monitoring of axial piston pumps based on machine learning-driven real-time CFD simulation	14
Monthly and seasonal hydrological drought forecasting using multiple extreme learning machine models	14
Numerical simulation of three-dimensional two-phase pipe flows with GPU-accelerated Riemann-based smoothed particle hydrodynamics	13
Construction of collaborative system for predicting and optimizing the performance of centrifugal pumps based on machine learning, and experimental verification	13
Numerical simulation of inertial microfluidics: a review	13
Synergistic SAPSO-sinusoidal decay empirical formula for ship motion forecasting in waves	13
Experiments and numerical analysis of the dynamic flow characteristics of a pump−pipeline system with entrapped air during start-up	12
Estimating residential buildings’ energy usage utilising a combination of Teaching–Learning–Based Optimization (TLBO) method with conventional prediction techniques	12
Numerical analysis of vortex and cavitation dynamics of an axial-flow pump	12
An experimental and numerical study of gas-liquid two-phase flow moving upward vertically in larger annulus	12
Assessment of cavitation noise in a centrifugal pump using acoustic finite element method and spherical cavity radiation theory	12
Instantaneous 2D extreme wind speed prediction using the novel Wind Gust Prediction Net based on purely convolutional neural mechanism	12
A novel approach for large-scale hybrid mesh generation on distributed systems	12
Modelling smoke dynamics and hazards of smouldering fire in complex large space building	12
Designing an explainable bio-inspired model for suspended sediment load estimation: eXtreme Gradient Boosting coupled with Marine Predators Algorithm	12
A conjugated heat and mass transfer model to implement reaction in particle-resolved CFD simulations of catalytic fixed bed reactors	12
Mass shedding rate of an isolated high-speed slug propagating in a pipeline	12
Discrete air model for large scale rapid filling process contained entrapped air	12
MHD unsteady flow of carbon nanotubes over nonlinear radiative surface with anisotropic slip conditions: computational analysis of irreversibility for Yamada-Ota model	12
Segment-based Eulerian-Lagrangian transition method for flat nozzle spray atomization simulation	11
Optimised heat exchange in a magnetised nanofluid-filled cavity using hybrid deep neural network and metaheuristic algorithms	11
Machine learning approach for 2D abrasion mapping in Sediment Bypass Tunnels: a case study of Koshibu SBT, Japan	11

Spatiotemporal characterization and forecasting of coastal water quality in the semi-enclosed Tolo Harbour based on machine learning and EKC analysis	11
Three-dimensional CFD analysis of liquid slug acceleration and impact in a voided pipeline with end orifice	11
Upscaling solid oxide electrolysis cell CFD simulations for hydrogen production	11
Controllable generation of core-shell composite droplets in a conical inlet double-focus microchannel	11
Energy management of a concentrated photovoltaic−thermal unit utilizing nanofluid jet impingement in existence of thermoelectric module	11
Shape optimization of closed-box girder considering dynamic and aerodynamic effects on flutter: a CFD-enabled and Kriging surrogate-based strategy	11
Atmosphere air temperature forecasting using the honey badger optimization algorithm: on the warmest and coldest areas of the world	11
A rapid and efficient method for flash flood simulation based on deep learning	11
A novel graph modeling method for GNN-based hypersonic aircraft flow field reconstruction	11
Impact of the train heights on the aerodynamic behaviour of a high-speed train	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	10
Numerical study on transient four-quadrant hydrodynamic performance of cycloidal propellers	10
Swirl flow in annular geometry with varying cross-section	10
Hydrodynamic numerical simulation and prediction of bionic fish based on computational fluid dynamics and multilayer perceptron	10
Numerical study on the stability enhancement mechanism of self-recirculating casing treatment in a counter-rotating axial-flow compressor	10
Numerical investigation on the coupled mechanisms of bubble breakup in a venturi-type bubble generator	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
Multi-objective optimisation of K-shape notch multi-way spool valve using CFD analysis, discharge area parameter model, and NSGA-II algorithm	10
Dynamic and flow instability analysis during runaway process for a pump turbine	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
Numerical investigation of the surface roughness effect on the aerodynamic and aeroacoustic performance of a propeller	10
Numerical study on jet noise suppression with water injection during one-nozzle launch vehicle lift-off	10
Numerical investigation on propeller cavitation performance with erosion risk under ship hull wake and oblique flow condition	10
A novel deep U-Net-LSTM framework for time-sequenced hydrodynamics prediction of the SUBOFF AFF-8	9
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 winds	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
Data-driven pressure field prediction for ships in regular sea states	9
Passive wake flow control of vertical axis wind turbines in array configurations	9
Embedded large eddy simulation of boundary layer transition behind a micro-ramp	9
Two-phase flow investigation of sewage pumps with different tip clearance via computational fluid dynamics and multi-factor ANOVA	9
The effect of relative position on the motion and interactions of particle sedimentation under gravity in a finite-width vertical channel	9
Estimation and interpretation of equilibrium scour depth around circular bridge piers by using optimized XGBoost and SHAP	9
Pipeline leak diagnosis based on leak-augmented scalograms and deep learning	9
Aerodynamic multi-objective optimization on train nose shape using feedforward neural network and sample expansion strategy	8
Computational fluid dynamics-multibody system dynamics bidirectional coupling calculation and flow-induced vibration evaluation of a high-speed pantograph-catenary system	8
Numerical investigation of erosion response towards a high-head Francis turbine with special emphasis on clearance sizes effect of guide vane	8
Optimization of extreme learning machine model with biological heuristic algorithms to estimate daily reference evapotranspiration in Hetao Irrigation District of China	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
Investigation of flow distribution and geometric parameter optimization in continuous manifold systems under unsteady flow conditions	8
Hydrodynamic simulation of coastal reservoir in response to flow control: a numerical study of the Saemangeum reservoir	8
Three-dimensional numerical study on reservoir sediment flushing through an initially covered bottom tunnel	8
Numerical study on aerodynamic drag and noise of high-speed pantograph by introducing spanwise waviness	8
Circulatory System Based Optimization (CSBO): an expert multilevel biologically inspired meta-heuristic algorithm	8
Performance prediction and optimization of hydrogenation feed pump based on particle swarm optimization – least squares support vector regression surrogate model	8
A novel conceptual design approach for autonomous underwater helicopter based on multidisciplinary collaborative optimization	8
Aerodynamic damping and amplitude response of piezoelectric fans in free and confined space	8
CFD-aided study on transient wave-blockage interaction in a pressurized fluid pipeline	8
High-speed aerated jet trajectory simulated by compounding method of Euler-Euler model and meshless SPH method	8
A novel local-variable-based transition-turbulence model for underwater boundary layers with temperature gradient effects	8
On the anti-rolling performance of a train using a vortex generator array	8
Wind speed prediction over Malaysia using various machine learning models: potential renewable energy source	8
Uncertainty quantification of the standard k-ε turbulence model closure coefficients in predicting aerodynamics of high-speed train	8
Prediction of ultimate tensions in mooring lines for a floating offshore wind turbine considering extreme gusts	8
Shape optimization of bellmouth to improve flow uniformity under non-aligned inflow condition in gas turbine casing	8
Optimization of nano-microparticle size and shape on wall-interaction: a human case study on an abdominal aortic aneurysm	8
Insight into dust control performance of a reverse circulation drill bit using multiphase flow simulation	8
Explainable machine learning models for estimating daily dissolved oxygen concentration of the Tualatin River	8
A CFD and thermal-electric coupled analysis of a kW-level automobile thermoelectric generator for automotive exhaust recovery	8
Numerical and experimental analysis of biomimetic tubercle for cavitation suppression in viscous oil flow around hydrofoil	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
Chamber shape optimization for ultra-high-pressure water-jet nozzle based on computational fluid dynamics method and a data-driven surrogate model	8