OOIR: Observatory of International Research

Papers

(The TQCC of Engineering Applications of Computational Fluid Mechanics is 7. 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 2021-06-01 to 2025-06-01.)

Article	Citations
Effects of flow and heat transfer around a hand-shaped former	66
A novel spatial–temporal prediction method for the effects of fish movement on flow field based on hybrid deep neural network	55
A novel hydraulic balanced turbine for stability control and application in drilling tools	38
Mitigating crosswind effect on high-speed trains by active blowing method: a comparative study	38
A computational study of 3D flow structure in two consecutive bends subject to the influence of tributary inflow in the middle Yangtze River	37
Near-wall modeling of forests for atmosphere boundary layers using lattice Boltzmann method on GPU	31
Optimizing aerodynamic shape of benchmark problems using an improved Gaussian process regression algorithm	28
Numerical simulation and dynamic mode decomposition analysis of the flow past wings with spanwise waviness	28
Neural network-based regression for heat transfer and fluid flow over in-line cylinder arrays with random pitch distances at low Reynolds number	27
Performance simulation of L-shaped heat pipe and air coupled cooling process for ternary lithium battery module	26
Analysis of cavitation and shear in bellows pump: transient CFD modelling and high-speed visualization	25
A hybrid of CFD and PSO optimization design method of the integrated slipper/swashplate structure in seawater hydraulic axial piston pump	24
3D computational fluid dynamics analysis of natural gas separation efficiency in multiphase pumping wells with heterogeneous flow regime	23
Local correlation-based transition model for aerodynamic flows in wide speed range	22
An efficient implementation of compact third-order implicit reconstruction solver with a simple WBAP limiter for compressible flows on unstructured meshes	20
Numerical investigation of two-phase flow through tube bundles based on the lattice Boltzmann method	19
Study on transport phenomena and performance of proton exchange membrane fuel cell with radial flow fields	19
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	18
Experimental and numerical validation of a hybrid method for modelling the wake flow of two in-line wind turbines	18
Improving the energy performance of vortex pump based on whale optimization algorithm	15
Evaluation of cooling measures performance and thermal-humidity environment for ultra-high geothermal railway tunnel construction by using WBGT	15
Computational investigation of the relationship between landslide-related conditions and resultant dam overtopping waves	15
Propulsion curve analysis and optimisation of biomimetic pectoral fin with three degree of freedom based on multi-layer perception	15
Transient 3D hydrodynamic model of a blast furnace main trough	15
Approximating heat loss in smart buildings through large scale experimental and computational intelligence solutions	14

In silico modeling for personalized stenting in aortic coarctation	14
Enhancing thermal performance in enclosures filled with nanofluids subjected to sinusoidal heating: a numerical study	14
Three-dimensional flow structure in a confluence-bifurcation unit	14
Computational analysis of naturally oscillating tandem square and circular bluff bodies: a GPU based immersed boundary – lattice Boltzmann approach	14
Machine learning-accelerated aerodynamic inverse design	14
Validation and simulation of cavitation flow in a centrifugal pump by filter-based turbulence model	13
Buffer scheme for aero-performance deterioration caused by trains passing bilateral vertical noise barriers with crosswinds	13
A deep reinforcement learning approach for wind speed forecasting	13
Numerical investigation of turbulent forced convection flow in a two-dimensional curved surface cavity	13
Influence of design parameters of upstream Venturi pipeline on multiphase flow measurement	13
Leveraging mesh modularization to lower the computational cost of localized updates to regional 2D hydrodynamic model outputs	13
2D Modelling and energy analysis of entrapped air-pocket propagation and spring-like geysering in the drainage pipeline system	12
A comparison of machine learning models for suspended sediment load classification	12
Aerodynamic performance of traveling road vehicles on a single-level rail-cum-road bridge under crosswind and aerodynamic impact of traveling trains	12
Numerical study on the effect of pantograph fairing on aerodynamic performance at various train heights	12
Condition monitoring of axial piston pumps based on machine learning-driven real-time CFD simulation	12
Undesired flows in lateral-intake multiple forebays and their hydraulic implications: case study for Asia’s largest urban water supply pumping station	12
An artificial intelligence and machine learning-driven CFD simulation for optimizing thermal performance of blood-integrated ternary nano-fluid	12
Assessment of cavitation noise in a centrifugal pump using acoustic finite element method and spherical cavity radiation theory	11
Numerical simulation of three-dimensional two-phase pipe flows with GPU-accelerated Riemann-based smoothed particle hydrodynamics	11
Numerical simulation of inertial microfluidics: a review	11
An experimental and numerical study of gas-liquid two-phase flow moving upward vertically in larger annulus	11
Three-dimensional CFD analysis of liquid slug acceleration and impact in a voided pipeline with end orifice	11
A conjugated heat and mass transfer model to implement reaction in particle-resolved CFD simulations of catalytic fixed bed reactors	11
Instantaneous 2D extreme wind speed prediction using the novel Wind Gust Prediction Net based on purely convolutional neural mechanism	11
MHD unsteady flow of carbon nanotubes over nonlinear radiative surface with anisotropic slip conditions: computational analysis of irreversibility for Yamada-Ota model	11
Designing an explainable bio-inspired model for suspended sediment load estimation: eXtreme Gradient Boosting coupled with Marine Predators Algorithm	11
Monthly and seasonal hydrological drought forecasting using multiple extreme learning machine models	11
A novel graph modeling method for GNN-based hypersonic aircraft flow field reconstruction	10
A novel approach for large-scale hybrid mesh generation on distributed systems	10
Controllable generation of core-shell composite droplets in a conical inlet double-focus microchannel	10
A rapid and efficient method for flash flood simulation based on deep learning	10
Numerical analysis of vortex and cavitation dynamics of an axial-flow pump	10
Mass shedding rate of an isolated high-speed slug propagating in a pipeline	10
Energy management of a concentrated photovoltaic−thermal unit utilizing nanofluid jet impingement in existence of thermoelectric module	10
Experiments and numerical analysis of the dynamic flow characteristics of a pump−pipeline system with entrapped air during start-up	10
Machine learning approach for 2D abrasion mapping in Sediment Bypass Tunnels: a case study of Koshibu SBT, Japan	9
Discrete air model for large scale rapid filling process contained entrapped air	9
Numerical study on the stability enhancement mechanism of self-recirculating casing treatment in a counter-rotating axial-flow compressor	9
Estimating residential buildings’ energy usage utilising a combination of Teaching–Learning–Based Optimization (TLBO) method with conventional prediction techniques	9
Spatiotemporal characterization and forecasting of coastal water quality in the semi-enclosed Tolo Harbour based on machine learning and EKC analysis	9
Shape optimization of closed-box girder considering dynamic and aerodynamic effects on flutter: a CFD-enabled and Kriging surrogate-based strategy	9
Swirl flow in annular geometry with varying cross-section	9
Numerical study on transient four-quadrant hydrodynamic performance of cycloidal propellers	9
Segment-based Eulerian-Lagrangian transition method for flat nozzle spray atomization simulation	9
Atmosphere air temperature forecasting using the honey badger optimization algorithm: on the warmest and coldest areas of the world	9
Numerical investigation on the coupled mechanisms of bubble breakup in a venturi-type bubble generator	9
Numerical study on jet noise suppression with water injection during one-nozzle launch vehicle lift-off	9
Aerodynamic multi-objective optimization on train nose shape using feedforward neural network and sample expansion strategy	8
Numerical simulations of the interactions between counterflowing density currents	8

Multi-objective optimisation of K-shape notch multi-way spool valve using CFD analysis, discharge area parameter model, and NSGA-II algorithm	8
Numerical and intelligent neuro-computational modelling with Fourier’s energy and Fick’s mass flux theory of 3D fluid flow through a stretchable surface	8
Correlation between cargo properties and train overturning safety for a high-speed freight train under strong winds	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
A novel deep U-Net-LSTM framework for time-sequenced hydrodynamics prediction of the SUBOFF AFF-8	8
Hydrodynamic simulation of coastal reservoir in response to flow control: a numerical study of the Saemangeum reservoir	8
Dynamic and flow instability analysis during runaway process for a pump turbine	8
Embedded large eddy simulation of boundary layer transition behind a micro-ramp	8
The effect of relative position on the motion and interactions of particle sedimentation under gravity in a finite-width vertical channel	8
Pipeline leak diagnosis based on leak-augmented scalograms and deep learning	8
Estimation and interpretation of equilibrium scour depth around circular bridge piers by using optimized XGBoost and SHAP	8
Three-dimensional numerical study on reservoir sediment flushing through an initially covered bottom tunnel	8
Intelligent aerodynamic modelling method for steady/unsteady flow fields of airfoils driven by flow field images based on modified U-Net neural network	8
Impact of the train heights on the aerodynamic behaviour of a high-speed train	8
Hydrodynamic numerical simulation and prediction of bionic fish based on computational fluid dynamics and multilayer perceptron	8
Two-phase flow investigation of sewage pumps with different tip clearance via computational fluid dynamics and multi-factor ANOVA	8
Numerical study of a novel small waterplane area USV advancing in calm water and in waves using the higher-order Rankine source method	8
Uncertainty quantification of the standard k-ε turbulence model closure coefficients in predicting aerodynamics of high-speed train	7
Chamber shape optimization for ultra-high-pressure water-jet nozzle based on computational fluid dynamics method and a data-driven surrogate model	7
Prediction of ultimate tensions in mooring lines for a floating offshore wind turbine considering extreme gusts	7
Aerodynamic damping and amplitude response of piezoelectric fans in free and confined space	7
Comprehensive model for train-induced aerodynamic pressure on noise barriers: effects of bilateral layout and height	7
Numerical study on aerodynamic drag and noise of high-speed pantograph by introducing spanwise waviness	7
Performance prediction and optimization of hydrogenation feed pump based on particle swarm optimization – least squares support vector regression surrogate model	7
Study on type of magnetic suspension rotor groove and wear of drop touchdown bearing	7
Numerical and experimental analysis of biomimetic tubercle for cavitation suppression in viscous oil flow around hydrofoil	7
Wind speed prediction over Malaysia using various machine learning models: potential renewable energy source	7
On the anti-rolling performance of a train using a vortex generator array	7
Shape optimization of bellmouth to improve flow uniformity under non-aligned inflow condition in gas turbine casing	7