OOIR: Observatory of International Research

Papers

(The TQCC of Engineering Applications of Computational Fluid Mechanics is 6. 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 2021-04-01 to 2025-04-01.)

Article	Citations
Efficient and accurate machine learning models for volume of fluid (VOF) simulation on uniform Cartesian mesh	64
Erosion under turbulent flow: a CFD-based simulation of near-wall turbulent impacts with experimental validation	47
Dynamic and flow instability analysis during runaway process for a pump turbine	37
Optimizing aerodynamic shape of benchmark problems using an improved Gaussian process regression algorithm	36
The influence of river discharge on energy transport in estuaries and its implication for the equilibrium bed profile	35
Machine-learning and CFD based optimization and comprehensive experimental study on diagonal flow fan for energy conservation and efficiency enhancement	30
Numerical study on scroll vortex intake with partially or fully sealed cover of vortex chamber	27
Pulsation temporal-spatial characteristics of vortex-shedding flow under different hydrofoil trailing edge shapes	26
Development and application of a modularized geometry optimizer for future supercritical CO₂ turbomachinery optimization	26
Numerical study on the stability enhancement mechanism of self-recirculating casing treatment in a counter-rotating axial-flow compressor	22
Hydrodynamic numerical simulation and prediction of bionic fish based on computational fluid dynamics and multilayer perceptron	21
Investigation of propeller slipstream effects on lateral and directional static stability of transport aircraft	21
Numerical analysis of non-uniform Cu(In, Ga)Se₂ growth in a selenization process on large-area substrates for mass production	20
An efficient geometric constraint handling method for surrogate-based aerodynamic shape optimization	20
Numerical study on transient four-quadrant hydrodynamic performance of cycloidal propellers	19
Effects of flow and heat transfer around a hand-shaped former	18
Numerical investigation on the coupled mechanisms of bubble breakup in a venturi-type bubble generator	18
A novel hydraulic balanced turbine for stability control and application in drilling tools	17
Analysis of cavitation and shear in bellows pump: transient CFD modelling and high-speed visualization	15
Fluvial bedload transport modelling: advanced ensemble tree-based models or optimized deep learning algorithms?	15
CFD investigation of blind-tee effects on flow mixing mechanism in subsea pipelines	15
Numerical and experimental investigation on vortex control and sedimentation suppression in a Y-shaped diversion channel with circular inlet tanks	14
Near-wall modeling of forests for atmosphere boundary layers using lattice Boltzmann method on GPU	14
Effect of model scale and airflow velocity on aerodynamic noise prediction for high-speed train leading car and bogie	14
Towards a new paradigm in intelligence-driven computational fluid dynamics simulations	13

Computational evaluation of flight performance of flapping-wing nano air vehicles using hierarchical coupling of nonlinear dynamic and fluid-structure interaction analyses	13
CFD-aided approach of modelling and dynamic characteristic optimization for a highly nonlinear auxiliary braking system	13
Assessment and improvement of rainfall environment reproduction for climatic wind tunnel	13
A computational study of 3D flow structure in two consecutive bends subject to the influence of tributary inflow in the middle Yangtze River	13
Multi-condition hawser tension prediction of offshore offloading system based on long and short-term memory network and transfer learning	13
Swirl flow in annular geometry with varying cross-section	13
Neural network-based regression for heat transfer and fluid flow over in-line cylinder arrays with random pitch distances at low Reynolds number	13
Numerical analysis and design optimization on full coverage film-cooling for turbine guided vane	12
Numerical modelling and theoretical analysis of the acoustic attenuation in bubbly liquids	12
Numerical simulation of gas-liquid transport in porous media using 3D color-gradient lattice Boltzmann method: trapped air and oxygen diffusion coefficient analysis	12
Research on ship motion characteristics in a cross sea based on computational fluid dynamics and potential flow theory	12
A hybrid of CFD and PSO optimization design method of the integrated slipper/swashplate structure in seawater hydraulic axial piston pump	12
Performance simulation of L-shaped heat pipe and air coupled cooling process for ternary lithium battery module	11
Numerical and experimental analysis of cavitation characteristics in safety valves of the nuclear power second circuit using a modified cavitation model	11
Numerical study on jet noise suppression with water injection during one-nozzle launch vehicle lift-off	11
Numerical and intelligent neuro-computational modelling with Fourier’s energy and Fick’s mass flux theory of 3D fluid flow through a stretchable surface	11
Tribo-dynamics modeling and analysis of key friction pairs in scroll compressor with floating fixed scroll design	11
NN-augmented k - ω shear stress transport turbulence model for high-speed flows with shock-wave/boundary layer interaction	11
Multi-objective optimisation of K-shape notch multi-way spool valve using CFD analysis, discharge area parameter model, and NSGA-II algorithm	11
Numerical investigations of pipe flow downstream a flow conditioner with bundle of tubes	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
Numerical investigation of nonlinear interaction between salinity- and sediment-induced stratification in highly turbid estuaries and coastal seas	10
Numerical simulation and dynamic mode decomposition analysis of the flow past wings with spanwise waviness	10
Investigate the full characteristic of a centrifugal pump-as-turbine (PAT) in turbine and reverse pump modes	10
Impact of the train heights on the aerodynamic behaviour of a high-speed train	9
High-resolution analysis of hydraulic response characteristics of silted stormwater pipeline and manholes in urban catchments using GASM-TranGRU and CFD-DEM	9
Mitigating crosswind effect on high-speed trains by active blowing method: a comparative study	9
CFD-PBM Coupled modeling of bubble size distribution in a swirling-flow nanobubble generator	9
Energetic thermo-physical analysis of MLP-RBF feed-forward neural network compared with RLS Fuzzy to predict CuO/liquid paraffin mixture properties	9
Selective response surface methodology for Anti Reflective Coated Nano-film filter thickness optimization in hybrid PVT system	9
Improve carbon dioxide emission prediction in the Asia and Oceania (OECD): nature-inspired optimisation algorithms versus conventional machine learning	8
Effective simulation of flow in a moderately curved bend with a single short branch to support the design optimization of river-branch–plant configurations	8
An incremental learning framework for pipeline weld crack damage identification and leakage rate prediction	8
3D computational fluid dynamics analysis of natural gas separation efficiency in multiphase pumping wells with heterogeneous flow regime	8
Embedded large eddy simulation of boundary layer transition behind a micro-ramp	8
A comprehensive investigation of storm surge-induced urban flooding in Macao during Typhoon Hato in 2017	8
Leak detection and size identification in fluid pipelines using a novel vulnerability index and 1-D convolutional neural network	8
Comprehensive study on simulation, performance evaluation and optimization strategies for blood pumps	8
Transient 3D hydrodynamic model of a blast furnace main trough	8
Numerical investigation of conjugate heat transfer in a partitioned cavity using NiO nanofluid and firefly algorithm	8
Accurate discharge coefficient prediction of streamlined weirs by coupling linear regression and deep convolutional gated recurrent unit	8
CNN-based vane-type vortex generator modelling	8
Experimental and numerical investigation of flow distribution pattern at a T-shape roadway crossing under extreme storms	8
Applications of artificial intelligence and computational intelligence in hydraulic optimization of centrifugal pumps: a comprehensive review	8
Machine learning-accelerated aerodynamic inverse design	8
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	8
A novel spatial–temporal prediction method for the effects of fish movement on flow field based on hybrid deep neural network	8
Prediction of CO ₂ emission for the central European countries through five metaheuristic optimization techniques helping multilayer perceptron	7
Fluidisation of spherocylindrical particles: computational fluid dynamics–Discrete element method simulation and experimental investigation	7
Numerical study of the flow through an annular gap with filtration by a rotating porous cylinder	7

Lattice Boltzmann simulation of wetting gradient accelerating droplets merging and shedding on a circumferential surface	7
An investigation on the switching of asymmetric wake flow and the bi-stable flow states of a simplified heavy vehicle	7
Towards a high-resolution modelling scheme for local-scale urban flood risk assessment based on digital aerial photogrammetry	7
Computational investigation of the relationship between landslide-related conditions and resultant dam overtopping waves	7
Numerical investigation of two-phase flow through tube bundles based on the lattice Boltzmann method	7
An efficient implementation of compact third-order implicit reconstruction solver with a simple WBAP limiter for compressible flows on unstructured meshes	7
Numerical study of instability mechanism in the air-core vortex formation process	7
Arctic tern-optimized weighted feature regression system for predicting bridge scour depth	7
Estimation and interpretation of equilibrium scour depth around circular bridge piers by using optimized XGBoost and SHAP	7
Numerical simulation of various flow regimes in water delivery systems	7
Correlation between cargo properties and train overturning safety for a high-speed freight train under strong winds	7
Effect of combined side-wall air supply on ventilation and respiratory pollutant dispersion characteristics of high-speed trains	7
Modelling flame-to-fuel heat transfer by deep learning and fire images	6
Experimental and CFD research on the minimum height of the combined type hydraulic-driven system in hydro-floating ship lifts	6
Scaling law of the one-direction flow characteristics of symmetric Tesla valve	6
Motion simulation analysis of wear debris in an integrated detection unit for lubricating oil	6
Analysis of the high-speed jet in a liquid-ring pump ejector using a proper orthogonal decomposition method	6
Numerical investigation of the operating conditions affecting nitrogen condensation on a three-dimensional wing in the cryogenic wind tunnel	6
Performance investigation of battery thermal management system based on L-shaped heat pipe coupled cold plate and optimization of controllable liquid cooling	6
Propulsion curve analysis and optimisation of biomimetic pectoral fin with three degree of freedom based on multi-layer perception	6
Analysis of flow and energy dissipation in pump turbine with small guide vane opening	6
Numerical simulations of the interactions between counterflowing density currents	6
Enhancing pipeline integrity: a comprehensive review of deep learning-enabled finite element analysis for stress corrosion cracking prediction	6
Thermal-hydraulic performance of flat-plate microchannel with fractal tree-like structure and self-affine rough wall	6
Evaluation of cooling measures performance and thermal-humidity environment for ultra-high geothermal railway tunnel construction by using WBGT	6
Numerical investigation of air admission influence on the precessing vortex rope in a Francis turbine	6
The effect of relative position on the motion and interactions of particle sedimentation under gravity in a finite-width vertical channel	6
An improved inflow turbulence generator for large eddy simulation evaluation of wind effects on tall buildings	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
Computational analysis of naturally oscillating tandem square and circular bluff bodies: a GPU based immersed boundary – lattice Boltzmann approach	6
Experimental and numerical validation of a hybrid method for modelling the wake flow of two in-line wind turbines	6