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 2022-05-01 to 2026-05-01.)

Article	Citations
Analysis of cavitation and shear in bellows pump: transient CFD modelling and high-speed visualization	54
Effects of flow and heat transfer around a hand-shaped former	49
Numerical simulation of a novel millifluidic magnetic separation chip	49
Neural network-based regression for heat transfer and fluid flow over in-line cylinder arrays with random pitch distances at low Reynolds number	42
Near-wall modeling of forests for atmosphere boundary layers using lattice Boltzmann method on GPU	41
Development of interpretable intelligent frameworks for estimating river water turbidity	40
Investigation of the impact of token embeddings in Transformer-based models on short-term tropical cyclone track and intensity predictions	35
Numerical simulation and dynamic mode decomposition analysis of the flow past wings with spanwise waviness	32
A novel spatial–temporal prediction method for the effects of fish movement on flow field based on hybrid deep neural network	31
A novel hydraulic balanced turbine for stability control and application in drilling tools	29
A hybrid of CFD and PSO optimization design method of the integrated slipper/swashplate structure in seawater hydraulic axial piston pump	26
Comparative assessment of white-box and black-box machine learning models for predicting free-falling jet scour depth	26
Performance simulation of L-shaped heat pipe and air coupled cooling process for ternary lithium battery module	25
Mitigating crosswind effect on high-speed trains by active blowing method: a comparative study	24
Optimizing aerodynamic shape of benchmark problems using an improved Gaussian process regression algorithm	23
CFD and ANN surrogate modelling for fixing angle optimisation of a Darrieus vertical axis wind turbine	23
Gaussian process regression enhanced propulsion-model prediction for a hybrid-driven robotic fish	22
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
A computational study of 3D flow structure in two consecutive bends subject to the influence of tributary inflow in the middle Yangtze River	22
Transient 3D hydrodynamic model of a blast furnace main trough	21
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
Improving the energy performance of vortex pump based on whale optimization algorithm	20
Propulsion curve analysis and optimisation of biomimetic pectoral fin with three degree of freedom based on multi-layer perception	20
Exploring liquid fuel combustion dynamics in a swirl burner using dynamic mode decomposition	19

Machine learning-accelerated aerodynamic inverse design	19
Experimental and numerical validation of a hybrid method for modelling the wake flow of two in-line wind turbines	19
Study on transport phenomena and performance of proton exchange membrane fuel cell with radial flow fields	19
Enhancing ship hydrodynamic performance via machine learning-driven CFD parametric optimization	18
A physics-guided modular deep learning framework for scalable flow state prediction in large-scale gas pipeline networks	18
Local correlation-based transition model for aerodynamic flows in wide speed range	18
Influence of design parameters of upstream Venturi pipeline on multiphase flow measurement	17
Evaluation of cooling measures performance and thermal-humidity environment for ultra-high geothermal railway tunnel construction by using WBGT	17
In silico modeling for personalized stenting in aortic coarctation	17
Computational investigation of the relationship between landslide-related conditions and resultant dam overtopping waves	17
3D computational fluid dynamics analysis of natural gas separation efficiency in multiphase pumping wells with heterogeneous flow regime	17
Numerical investigation of two-phase flow through tube bundles based on the lattice Boltzmann method	17
Enhancing thermal performance in enclosures filled with nanofluids subjected to sinusoidal heating: a numerical study	17
Water entry characteristics of an air-droppable underwater glider in waves	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
A deep reinforcement learning approach for wind speed forecasting	15
A comprehensive GPU-accelerated lattice Boltzmann framework for high-Reynolds-number flow in complex rod bundles	15
Leveraging mesh modularization to lower the computational cost of localized updates to regional 2D hydrodynamic model outputs	15
Three-dimensional flow structure in a confluence-bifurcation unit	14
Highly resolved numerical simulation of pure and blended fuel sonic jets in a Mach 2 crossflow	14
2D Modelling and energy analysis of entrapped air-pocket propagation and spring-like geysering in the drainage pipeline system	14
Wake vortex evolution analysis of trapezoidal wings with varied flap configurations based on the Liutex method	14
Estimating over thousands of reservoirs sedimentation and effects on sediment flux through a newly proposed sediment transport model	13
Enhancing surrogate-based aerodynamic shape optimization via dataset-independent generative modelling and dimensionality reduction	13
Validation and simulation of cavitation flow in a centrifugal pump by filter-based turbulence model	13
Hybrid aerodynamic shape optimization of an undertray by using a novel parametric exponential–sigmoid diffuser design and adjoint-based full car simulation	13
Data-driven prediction of river bed scour depth downstream of ski-jump bucket spillways using LSTM-PSO hybrid model	12
A comparison of machine learning models for suspended sediment load classification	12
Construction of collaborative system for predicting and optimizing the performance of centrifugal pumps based on machine learning, and experimental verification	12
Monthly and seasonal hydrological drought forecasting using multiple extreme learning machine models	12
Synergistic SAPSO-sinusoidal decay empirical formula for ship motion forecasting in waves	12
Condition monitoring of axial piston pumps based on machine learning-driven real-time CFD simulation	12
An artificial intelligence and machine learning-driven CFD simulation for optimizing thermal performance of blood-integrated ternary nano-fluid	12
Numerical study on the effect of pantograph fairing on aerodynamic performance at various train heights	12
Numerical simulation of three-dimensional two-phase pipe flows with GPU-accelerated Riemann-based smoothed particle hydrodynamics	12
An experimental and numerical study of gas-liquid two-phase flow moving upward vertically in larger annulus	12
Undesired flows in lateral-intake multiple forebays and their hydraulic implications: case study for Asia’s largest urban water supply pumping station	12
Instantaneous 2D extreme wind speed prediction using the novel Wind Gust Prediction Net based on purely convolutional neural mechanism	12
Numerical simulation of inertial microfluidics: a review	12
Assessment of cavitation noise in a centrifugal pump using acoustic finite element method and spherical cavity radiation theory	12
MHD unsteady flow of carbon nanotubes over nonlinear radiative surface with anisotropic slip conditions: computational analysis of irreversibility for Yamada-Ota model	11
Discrete air model for large scale rapid filling process contained entrapped air	11
Machine learning approach for 2D abrasion mapping in Sediment Bypass Tunnels: a case study of Koshibu SBT, Japan	11
Shape optimization of closed-box girder considering dynamic and aerodynamic effects on flutter: a CFD-enabled and Kriging surrogate-based strategy	11
Assessment of 3D corrugated pipes thermal turbulent flow characteristics and enhancement of hydrodynamic performance based on correlation development	11
A conjugated heat and mass transfer model to implement reaction in particle-resolved CFD simulations of catalytic fixed bed reactors	11
Numerical simulation and orthogonal optimization of centrifugal nozzle parameters for high-efficiency steam desuperheating	11
Mass shedding rate of an isolated high-speed slug propagating in a pipeline	11
Energy management of a concentrated photovoltaic−thermal unit utilizing nanofluid jet impingement in existence of thermoelectric module	11

Numerical analysis of vortex and cavitation dynamics of an axial-flow pump	11
Optimised heat exchange in a magnetised nanofluid-filled cavity using hybrid deep neural network and metaheuristic algorithms	11
Designing an explainable bio-inspired model for suspended sediment load estimation: eXtreme Gradient Boosting coupled with Marine Predators Algorithm	11
Upscaling solid oxide electrolysis cell CFD simulations for hydrogen production	11
Estimating residential buildings’ energy usage utilising a combination of Teaching–Learning–Based Optimization (TLBO) method with conventional prediction techniques	11
Controllable generation of core-shell composite droplets in a conical inlet double-focus microchannel	11
A novel approach for large-scale hybrid mesh generation on distributed systems	11
Modelling smoke dynamics and hazards of smouldering fire in complex large space building	11
Experiments and numerical analysis of the dynamic flow characteristics of a pump−pipeline system with entrapped air during start-up	10
Segment-based Eulerian-Lagrangian transition method for flat nozzle spray atomization simulation	10
Multi-objective optimisation of K-shape notch multi-way spool valve using CFD analysis, discharge area parameter model, and NSGA-II algorithm	10
Numerical investigation on propeller cavitation performance with erosion risk under ship hull wake and oblique flow condition	10
A novel graph modeling method for GNN-based hypersonic aircraft flow field reconstruction	10
A rapid and efficient method for flash flood simulation based on deep learning	10
Swirl flow in annular geometry with varying cross-section	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
Three-dimensional CFD analysis of liquid slug acceleration and impact in a voided pipeline with end orifice	10
Atmosphere air temperature forecasting using the honey badger optimization algorithm: on the warmest and coldest areas of the world	10
Numerical investigation of the surface roughness effect on the aerodynamic and aeroacoustic performance of a propeller	10
Impact of the train heights on the aerodynamic behaviour of a high-speed train	10
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
Two-phase flow investigation of sewage pumps with different tip clearance via computational fluid dynamics and multi-factor ANOVA	9
Grid-transferable learning-based scheme for interface normal prediction from the volume fraction field on non-uniform Cartesian meshes	9
Dynamic and flow instability analysis during runaway process for a pump turbine	9
Numerical study on transient four-quadrant hydrodynamic performance of cycloidal propellers	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
Embedded large eddy simulation of boundary layer transition behind a micro-ramp	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
The effect of relative position on the motion and interactions of particle sedimentation under gravity in a finite-width vertical channel	9
Numerical study on jet noise suppression with water injection during one-nozzle launch vehicle lift-off	9
Intelligent aerodynamic modelling method for steady/unsteady flow fields of airfoils driven by flow field images based on modified U-Net neural network	9
Pipeline leak diagnosis based on leak-augmented scalograms and deep learning	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
Estimation and interpretation of equilibrium scour depth around circular bridge piers by using optimized XGBoost and SHAP	9
Numerical study on the stability enhancement mechanism of self-recirculating casing treatment in a counter-rotating axial-flow compressor	9
A CFD and thermal-electric coupled analysis of a kW-level automobile thermoelectric generator for automotive exhaust recovery	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
Numerical simulations of the interactions between counterflowing density currents	8
Analysis and prediction of suspension force characteristics in a scalable groove-less hydrodynamic suspension micropump (GL-HSMP) prototype	8
Optimization of extreme learning machine model with biological heuristic algorithms to estimate daily reference evapotranspiration in Hetao Irrigation District of China	8
Numerical study on aerodynamic drag and noise of high-speed pantograph by introducing spanwise waviness	8
Investigation of flow distribution and geometric parameter optimization in continuous manifold systems under unsteady flow conditions	8
Comprehensive model for train-induced aerodynamic pressure on noise barriers: effects of bilateral layout and height	8
Hydrodynamic simulation of coastal reservoir in response to flow control: a numerical study of the Saemangeum reservoir	8
On the anti-rolling performance of a train using a vortex generator array	8
Chamber shape optimization for ultra-high-pressure water-jet nozzle based on computational fluid dynamics method and a data-driven surrogate model	8
Numerical and experimental analysis of biomimetic tubercle for cavitation suppression in viscous oil flow around hydrofoil	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
Aerodynamic multi-objective optimization on train nose shape using feedforward neural network and sample expansion strategy	8
Wind speed prediction over Malaysia using various machine learning models: potential renewable energy source	8
Study on type of magnetic suspension rotor groove and wear of drop touchdown bearing	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