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 2022-06-01 to 2026-06-01.)

Article	Citations
Effects of flow and heat transfer around a hand-shaped former	54
Numerical simulation of a novel millifluidic magnetic separation chip	50
Neural network-based regression for heat transfer and fluid flow over in-line cylinder arrays with random pitch distances at low Reynolds number	48
Investigation of the impact of token embeddings in Transformer-based models on short-term tropical cyclone track and intensity predictions	41
A novel spatial–temporal prediction method for the effects of fish movement on flow field based on hybrid deep neural network	40
A novel hydraulic balanced turbine for stability control and application in drilling tools	35
A computational study of 3D flow structure in two consecutive bends subject to the influence of tributary inflow in the middle Yangtze River	32
A hybrid of CFD and PSO optimization design method of the integrated slipper/swashplate structure in seawater hydraulic axial piston pump	32
Gaussian process regression enhanced propulsion-model prediction for a hybrid-driven robotic fish	29
Comparative assessment of white-box and black-box machine learning models for predicting free-falling jet scour depth	26
CFD and ANN surrogate modelling for fixing angle optimisation of a Darrieus vertical axis wind turbine	26
Performance simulation of L-shaped heat pipe and air coupled cooling process for ternary lithium battery module	25
Development of interpretable intelligent frameworks for estimating river water turbidity	24
Analysis of cavitation and shear in bellows pump: transient CFD modelling and high-speed visualization	24
A novel seepage-coupled CFD–DEM–VOF model for overtopping-induced failure of earth-rock dams	23
Optimizing aerodynamic shape of benchmark problems using an improved Gaussian process regression algorithm	23
Numerical simulation and dynamic mode decomposition analysis of the flow past wings with spanwise waviness	23
Near-wall modeling of forests for atmosphere boundary layers using lattice Boltzmann method on GPU	22
An efficient implementation of compact third-order implicit reconstruction solver with a simple WBAP limiter for compressible flows on unstructured meshes	22
Transient 3D hydrodynamic model of a blast furnace main trough	21
Machine learning-accelerated aerodynamic inverse design	20
Propulsion curve analysis and optimisation of biomimetic pectoral fin with three degree of freedom based on multi-layer perception	20
Approximating heat loss in smart buildings through large scale experimental and computational intelligence solutions	20
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

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
Evaluation of cooling measures performance and thermal-humidity environment for ultra-high geothermal railway tunnel construction by using WBGT	18
Exploring liquid fuel combustion dynamics in a swirl burner using dynamic mode decomposition	18
Computational investigation of the relationship between landslide-related conditions and resultant dam overtopping waves	17
Enhancing total hardness forecasting in water resources: a hybrid framework integrating machine learning, TVF-EMD signal decomposition, and XGBoost feature selection	17
Improving the energy performance of vortex pump based on whale optimization algorithm	17
Enhancing thermal performance in enclosures filled with nanofluids subjected to sinusoidal heating: a numerical study	17
Local correlation-based transition model for aerodynamic flows in wide speed range	17
Enhancing ship hydrodynamic performance via machine learning-driven CFD parametric optimization	17
3D computational fluid dynamics analysis of natural gas separation efficiency in multiphase pumping wells with heterogeneous flow regime	17
A physics-guided modular deep learning framework for scalable flow state prediction in large-scale gas pipeline networks	17
In silico modeling for personalized stenting in aortic coarctation	16
Enhancing soil moisture prediction via a physics-informed xLSTM with multi-variate temporal dynamics	16
Reconstructing flash flood in a data-poor mountainous catchment using radar-derived storm characteristics and hydrological simulation	16
Buffer scheme for aero-performance deterioration caused by trains passing bilateral vertical noise barriers with crosswinds	15
Influence of design parameters of upstream Venturi pipeline on multiphase flow measurement	15
Water entry characteristics of an air-droppable underwater glider in waves	15
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	14
A deep reinforcement learning approach for wind speed forecasting	14
Wake vortex evolution analysis of trapezoidal wings with varied flap configurations based on the Liutex method	14
Three-dimensional flow structure in a confluence-bifurcation unit	14
Leveraging mesh modularization to lower the computational cost of localized updates to regional 2D hydrodynamic model outputs	14
A comprehensive GPU-accelerated lattice Boltzmann framework for high-Reynolds-number flow in complex rod bundles	14
2D Modelling and energy analysis of entrapped air-pocket propagation and spring-like geysering in the drainage pipeline system	13
Estimating over thousands of reservoirs sedimentation and effects on sediment flux through a newly proposed sediment transport model	13
Numerical study of the effects of streamlined length on the aerodynamic performance of high-speed maglev trains	13
Data-driven prediction of river bed scour depth downstream of ski-jump bucket spillways using LSTM-PSO hybrid model	13
Undesired flows in lateral-intake multiple forebays and their hydraulic implications: case study for Asia’s largest urban water supply pumping station	13
Hybrid aerodynamic shape optimization of an undertray by using a novel parametric exponential–sigmoid diffuser design and adjoint-based full car simulation	13
An artificial intelligence and machine learning-driven CFD simulation for optimizing thermal performance of blood-integrated ternary nano-fluid	13
Highly resolved numerical simulation of pure and blended fuel sonic jets in a Mach 2 crossflow	12
Enhancing surrogate-based aerodynamic shape optimization via dataset-independent generative modelling and dimensionality reduction	12
Assessment of cavitation noise in a centrifugal pump using acoustic finite element method and spherical cavity radiation theory	12
An interpretable adaptive mountain flood forecasting agent model framework based on multi-source terrain data	12
Numerical study on the effect of pantograph fairing on aerodynamic performance at various train heights	12
Forecasting of flash flood disasters in small and medium catchments using an improved SVSMR + LSTM model	12
Construction of collaborative system for predicting and optimizing the performance of centrifugal pumps based on machine learning, and experimental verification	12
Validation and simulation of cavitation flow in a centrifugal pump by filter-based turbulence model	12
An experimental and numerical study of gas-liquid two-phase flow moving upward vertically in larger annulus	12
Monthly and seasonal hydrological drought forecasting using multiple extreme learning machine models	12
Condition monitoring of axial piston pumps based on machine learning-driven real-time CFD simulation	12
Instantaneous 2D extreme wind speed prediction using the novel Wind Gust Prediction Net based on purely convolutional neural mechanism	12
Numerical simulation and orthogonal optimization of centrifugal nozzle parameters for high-efficiency steam desuperheating	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	11
Upscaling solid oxide electrolysis cell CFD simulations for hydrogen production	11
Modelling smoke dynamics and hazards of smouldering fire in complex large space building	11
Machine learning approach for 2D abrasion mapping in Sediment Bypass Tunnels: a case study of Koshibu SBT, Japan	11
Discrete air model for large scale rapid filling process contained entrapped air	11
Numerical simulation of inertial microfluidics: a review	11

Mass shedding rate of an isolated high-speed slug propagating in a pipeline	11
Assessment of 3D corrugated pipes thermal turbulent flow characteristics and enhancement of hydrodynamic performance based on correlation development	11
Energy management of a concentrated photovoltaic−thermal unit utilizing nanofluid jet impingement in existence of thermoelectric module	11
A conjugated heat and mass transfer model to implement reaction in particle-resolved CFD simulations of catalytic fixed bed reactors	11
MHD unsteady flow of carbon nanotubes over nonlinear radiative surface with anisotropic slip conditions: computational analysis of irreversibility for Yamada-Ota model	11
Numerical simulation of three-dimensional two-phase pipe flows with GPU-accelerated Riemann-based smoothed particle hydrodynamics	11
Estimating residential buildings’ energy usage utilising a combination of Teaching–Learning–Based Optimization (TLBO) method with conventional prediction techniques	11
Shape optimization of closed-box girder considering dynamic and aerodynamic effects on flutter: a CFD-enabled and Kriging surrogate-based strategy	11
A novel graph modeling method for GNN-based hypersonic aircraft flow field reconstruction	10
Grouping method for acoustic wave propagation in bubbly liquids	10
Experiments and numerical analysis of the dynamic flow characteristics of a pump−pipeline system with entrapped air during start-up	10
A rapid and efficient method for flash flood simulation based on deep learning	10
A novel approach for large-scale hybrid mesh generation on distributed systems	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
Controllable generation of core-shell composite droplets in a conical inlet double-focus microchannel	10
Multi-objective optimisation of K-shape notch multi-way spool valve using CFD analysis, discharge area parameter model, and NSGA-II algorithm	10
Optimised heat exchange in a magnetised nanofluid-filled cavity using hybrid deep neural network and metaheuristic algorithms	10
Segment-based Eulerian-Lagrangian transition method for flat nozzle spray atomization simulation	10
Numerical analysis of vortex and cavitation dynamics of an axial-flow pump	10
Numerical investigation of the surface roughness effect on the aerodynamic and aeroacoustic performance of a propeller	9
Numerical investigation on propeller cavitation performance with erosion risk under ship hull wake and oblique flow condition	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
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 transient four-quadrant hydrodynamic performance of cycloidal propellers	9
Investigation of flow characteristics and acoustic responses in hydraulic machinery based on a nonlinear cavitation model and vortex-sound coupling method under cavitating conditions	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
Optimization of stochastic ANN models for intelligent flow-based prediction of soil erosion susceptibility maps (SESM)	9
Data-driven pressure field prediction for ships in regular sea states	9
Dynamic and flow instability analysis during runaway process for a pump turbine	9
Impact of the train heights on the aerodynamic behaviour of a high-speed train	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
Embedded large eddy simulation of boundary layer transition behind a micro-ramp	9
Numerical study on aerodynamic drag and noise of high-speed pantograph by introducing spanwise waviness	8
Estimation and interpretation of equilibrium scour depth around circular bridge piers by using optimized XGBoost and SHAP	8
Passive wake flow control of vertical axis wind turbines in array configurations	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
Aerodynamic optimization of variable-section J-shaped vertical axis wind turbine using feature-parameter microsegment dimension reduction method	8
Comprehensive model for train-induced aerodynamic pressure on noise barriers: effects of bilateral layout and height	8
Aerodynamic multi-objective optimization on train nose shape using feedforward neural network and sample expansion strategy	8
Three-dimensional numerical study on reservoir sediment flushing through an initially covered bottom tunnel	8
A CFD and thermal-electric coupled analysis of a kW-level automobile thermoelectric generator for automotive exhaust recovery	8
Two-phase flow investigation of sewage pumps with different tip clearance via computational fluid dynamics and multi-factor ANOVA	8
Pipeline leak diagnosis based on leak-augmented scalograms and deep learning	8
Grid-transferable learning-based scheme for interface normal prediction from the volume fraction field on non-uniform Cartesian meshes	8
Investigation of flow distribution and geometric parameter optimization in continuous manifold systems under unsteady flow conditions	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
Numerical and experimental analysis of biomimetic tubercle for cavitation suppression in viscous oil flow around hydrofoil	8
Active learning framework for surrogate modelling of centrifugal pumps performance	8
Water vapour processes in the marine atmospheric boundary layer: implications for offshore wind turbines	8
Correlation between cargo properties and train overturning safety for a high-speed freight train under strong winds	8
Hydrodynamic simulation of coastal reservoir in response to flow control: a numerical study of the Saemangeum reservoir	8
Numerical simulations of the interactions between counterflowing density currents	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
Analysis and prediction of suspension force characteristics in a scalable groove-less hydrodynamic suspension micropump (GL-HSMP) prototype	8
On the anti-rolling performance of a train using a vortex generator array	8