OOIR: Observatory of International Research

Papers

(The TQCC of Engineering Applications of Computational Fluid Mechanics is 5. 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 2021-02-01 to 2025-02-01.)

Article	Citations
Efficient and accurate machine learning models for volume of fluid (VOF) simulation on uniform Cartesian mesh	56
CFD investigation of blind-tee effects on flow mixing mechanism in subsea pipelines	42
A computational study of 3D flow structure in two consecutive bends subject to the influence of tributary inflow in the middle Yangtze River	35
A novel hydraulic balanced turbine for stability control and application in drilling tools	31
Numerical analysis of non-uniform Cu(In, Ga)Se₂ growth in a selenization process on large-area substrates for mass production	29
Analysis of cavitation and shear in bellows pump: transient CFD modelling and high-speed visualization	28
A hybrid of CFD and PSO optimization design method of the integrated slipper/swashplate structure in seawater hydraulic axial piston pump	23
Erosion under turbulent flow: a CFD-based simulation of near-wall turbulent impacts with experimental validation	21
NN-augmented k - ω shear stress transport turbulence model for high-speed flows with shock-wave/boundary layer interaction	21
Effects of flow and heat transfer around a hand-shaped former	20
Investigate the full characteristic of a centrifugal pump-as-turbine (PAT) in turbine and reverse pump modes	18
Numerical study on transient four-quadrant hydrodynamic performance of cycloidal propellers	18
Numerical study on scroll vortex intake with partially or fully sealed cover of vortex chamber	15
Numerical study on jet noise suppression with water injection during one-nozzle launch vehicle lift-off	14
CFD-aided approach of modelling and dynamic characteristic optimization for a highly nonlinear auxiliary braking system	13
Numerical investigations of pipe flow downstream a flow conditioner with bundle of tubes	13
Numerical investigation on the coupled mechanisms of bubble breakup in a venturi-type bubble generator	13
Numerical modelling and theoretical analysis of the acoustic attenuation in bubbly liquids	13
Near-wall modeling of forests for atmosphere boundary layers using lattice Boltzmann method on GPU	13
Computational evaluation of flight performance of flapping-wing nano air vehicles using hierarchical coupling of nonlinear dynamic and fluid-structure interaction analyses	12
Numerical investigation of nonlinear interaction between salinity- and sediment-induced stratification in highly turbid estuaries and coastal seas	12
Effective simulation of flow in a moderately curved bend with a single short branch to support the design optimization of river-branch–plant configurations	12
Intelligent aerodynamic modelling method for steady/unsteady flow fields of airfoils driven by flow field images based on modified U-Net neural network	12
Tribo-dynamics modeling and analysis of key friction pairs in scroll compressor with floating fixed scroll design	12
Numerical and experimental analysis of cavitation characteristics in safety valves of the nuclear power second circuit using a modified cavitation model	12

Neural network-based regression for heat transfer and fluid flow over in-line cylinder arrays with random pitch distances at low Reynolds number	11
CFD-PBM Coupled modeling of bubble size distribution in a swirling-flow nanobubble generator	11
Mitigating crosswind effect on high-speed trains by active blowing method: a comparative study	11
Swirl flow in annular geometry with varying cross-section	11
Leak detection and size identification in fluid pipelines using a novel vulnerability index and 1-D convolutional neural network	11
An efficient geometric constraint handling method for surrogate-based aerodynamic shape optimization	11
Hydrodynamic numerical simulation and prediction of bionic fish based on computational fluid dynamics and multilayer perceptron	11
Numerical study on the stability enhancement mechanism of self-recirculating casing treatment in a counter-rotating axial-flow compressor	11
Research on ship motion characteristics in a cross sea based on computational fluid dynamics and potential flow theory	10
Selective response surface methodology for Anti Reflective Coated Nano-film filter thickness optimization in hybrid PVT system	10
High-resolution analysis of hydraulic response characteristics of silted stormwater pipeline and manholes in urban catchments using GASM-TranGRU and CFD-DEM	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
Investigation of propeller slipstream effects on lateral and directional static stability of transport aircraft	9
Numerical analysis and design optimization on full coverage film-cooling for turbine guided vane	9
Energetic thermo-physical analysis of MLP-RBF feed-forward neural network compared with RLS Fuzzy to predict CuO/liquid paraffin mixture properties	9
Impact of the train heights on the aerodynamic behaviour of a high-speed train	9
Experimental and numerical investigation of flow distribution pattern at a T-shape roadway crossing under extreme storms	9
Numerical simulation of gas-liquid transport in porous media using 3D color-gradient lattice Boltzmann method: trapped air and oxygen diffusion coefficient analysis	9
Multi-objective optimisation of K-shape notch multi-way spool valve using CFD analysis, discharge area parameter model, and NSGA-II algorithm	8
Development and application of a modularized geometry optimizer for future supercritical CO₂ turbomachinery optimization	8
Multi-condition hawser tension prediction of offshore offloading system based on long and short-term memory network and transfer learning	8
Pulsation temporal-spatial characteristics of vortex-shedding flow under different hydrofoil trailing edge shapes	8
Dynamic and flow instability analysis during runaway process for a pump turbine	8
Fluvial bedload transport modelling: advanced ensemble tree-based models or optimized deep learning algorithms?	8
Numerical simulation and dynamic mode decomposition analysis of the flow past wings with spanwise waviness	8
The influence of river discharge on energy transport in estuaries and its implication for the equilibrium bed profile	8
Improve carbon dioxide emission prediction in the Asia and Oceania (OECD): nature-inspired optimisation algorithms versus conventional machine learning	7
Numerical study of the flow through an annular gap with filtration by a rotating porous cylinder	7
A comprehensive investigation of storm surge-induced urban flooding in Macao during Typhoon Hato in 2017	7
Comprehensive study on simulation, performance evaluation and optimization strategies for blood pumps	7
Assessment and improvement of rainfall environment reproduction for climatic wind tunnel	7
Effect of model scale and airflow velocity on aerodynamic noise prediction for high-speed train leading car and bogie	7
Machine-learning and CFD based optimization and comprehensive experimental study on diagonal flow fan for energy conservation and efficiency enhancement	7
CNN-based vane-type vortex generator modelling	7
Numerical and experimental investigation on vortex control and sedimentation suppression in a Y-shaped diversion channel with circular inlet tanks	7
Optimizing aerodynamic shape of benchmark problems using an improved Gaussian process regression algorithm	7
Towards a new paradigm in intelligence-driven computational fluid dynamics simulations	7
A novel spatial–temporal prediction method for the effects of fish movement on flow field based on hybrid deep neural network	7
Performance simulation of L-shaped heat pipe and air coupled cooling process for ternary lithium battery module	7
Accurate discharge coefficient prediction of streamlined weirs by coupling linear regression and deep convolutional gated recurrent unit	6
Dynamic characteristics of a running away pump-turbine with large head variation: 1D + 3D coupled simulation	6
Experimental and numerical validation of a hybrid method for modelling the wake flow of two in-line wind turbines	6
Estimation and interpretation of equilibrium scour depth around circular bridge piers by using optimized XGBoost and SHAP	6
Enhancing thermal performance in enclosures filled with nanofluids subjected to sinusoidal heating: a numerical study	6
Motion simulation analysis of wear debris in an integrated detection unit for lubricating oil	6
Performance investigation of battery thermal management system based on L-shaped heat pipe coupled cold plate and optimization of controllable liquid cooling	6
An efficient implementation of compact third-order implicit reconstruction solver with a simple WBAP limiter for compressible flows on unstructured meshes	6
Correlation between cargo properties and train overturning safety for a high-speed freight train under strong winds	6
Numerical investigation of two-phase flow through tube bundles based on the lattice Boltzmann method	6
Machine learning-accelerated aerodynamic inverse design	6

Two-phase flow investigation of sewage pumps with different tip clearance via computational fluid dynamics and multi-factor ANOVA	6
Numerical simulations of the interactions between counterflowing density currents	6
Pipeline leak diagnosis based on leak-augmented scalograms and deep learning	6
Monthly rainfall forecasting modelling based on advanced machine learning methods: tropical region as case study	6
Transient 3D hydrodynamic model of a blast furnace main trough	6
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	6
3D computational fluid dynamics analysis of natural gas separation efficiency in multiphase pumping wells with heterogeneous flow regime	6
Enhancing pipeline integrity: a comprehensive review of deep learning-enabled finite element analysis for stress corrosion cracking prediction	6
Evaluation of cooling measures performance and thermal-humidity environment for ultra-high geothermal railway tunnel construction by using WBGT	6
Comparison of the efficacy of particle swarm optimization and stochastic gradient descent algorithms on multi-layer perceptron model to estimate longitudinal dispersion coefficients in natural streams	5
Arctic tern-optimized weighted feature regression system for predicting bridge scour depth	5
Embedded large eddy simulation of boundary layer transition behind a micro-ramp	5
An incremental learning framework for pipeline weld crack damage identification and leakage rate prediction	5
Fluidisation of spherocylindrical particles: computational fluid dynamics–Discrete element method simulation and experimental investigation	5
Propulsion curve analysis and optimisation of biomimetic pectoral fin with three degree of freedom based on multi-layer perception	5
An adaptive integration method for hybrid-dimensional simulations of aeroengine flight statuses by incorporating computational fluid dynamics models of turbomachinery subcomponents	5
Lattice Boltzmann simulation of wetting gradient accelerating droplets merging and shedding on a circumferential surface	5
Towards a high-resolution modelling scheme for local-scale urban flood risk assessment based on digital aerial photogrammetry	5
An improved inflow turbulence generator for large eddy simulation evaluation of wind effects on tall buildings	5
Numerical study of a novel small waterplane area USV advancing in calm water and in waves using the higher-order Rankine source method	5
Analysis of flow and energy dissipation in pump turbine with small guide vane opening	5
Numerical simulation of various flow regimes in water delivery systems	5
Numerical investigation of conjugate heat transfer in a partitioned cavity using NiO nanofluid and firefly algorithm	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
Modelling flame-to-fuel heat transfer by deep learning and fire images	5
Predicting water level fluctuations in glacier-fed lakes by ensembling individual models into a quad-meta model	5
Prediction of CO ₂ emission for the central European countries through five metaheuristic optimization techniques helping multilayer perceptron	5
Experimental and CFD research on the minimum height of the combined type hydraulic-driven system in hydro-floating ship lifts	5
The effect of relative position on the motion and interactions of particle sedimentation under gravity in a finite-width vertical channel	5
Numerical investigation of the operating conditions affecting nitrogen condensation on a three-dimensional wing in the cryogenic wind tunnel	5
Computational investigation of the relationship between landslide-related conditions and resultant dam overtopping waves	5
Aerodynamics effects of rear-mounted porous plate in cylindrical flow at different Reynold numbers	5
An investigation on the switching of asymmetric wake flow and the bi-stable flow states of a simplified heavy vehicle	5