OOIR: Observatory of International Research

Papers

(The TQCC of Theoretical and Computational Fluid Dynamics 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 2020-03-01 to 2024-03-01.)

Article	Citations
Machine-learning-based reduced-order modeling for unsteady flows around bluff bodies of various shapes	99
Convolutional neural networks for fluid flow analysis: toward effective metamodeling and low dimensionalization	44
Special issue on machine learning and data-driven methods in fluid dynamics	42
Deep model predictive flow control with limited sensor data and online learning	39
Toward particle-resolved accuracy in Euler–Lagrange simulations of multiphase flow using machine learning and pairwise interaction extended point-particle (PIEP) approximation	34
Data-driven modeling of the chaotic thermal convection in an annular thermosyphon	32
Dimensionality reduction and reduced-order modeling for traveling wave physics	26
Enhancement of shock-capturing methods via machine learning	24
Machine learning for physics-informed generation of dispersed multiphase flow using generative adversarial networks	21
Simulation of a turbulent flow subjected to favorable and adverse pressure gradients	19
Prediction of aerothermal characteristics of a generic hypersonic inlet flow	17
Under-resolved and large eddy simulations of a decaying Taylor–Green vortex with the cumulant lattice Boltzmann method	16
Super-resolution analysis via machine learning: a survey for fluid flows	15
Data-driven selection of actuators for optimal control of airfoil separation	15
Direct molecular simulation of oxygen dissociation across normal shocks	13
Numerical tripping of high-speed turbulent boundary layers	13
On dispersion of solute in steady flow through a channel with absorption boundary: an application to sewage dispersion	13
Linear stability analysis of hypersonic boundary layers computed by a kinetic approach: a semi-infinite flat plate at $$\varvec{4.5\le \mathrm{M}_\infty \le 9}$$	12
Intermittent statistics of the 0-mode pressure fluctuations in the near field of Mach 0.9 circular jets at low and high Reynolds numbers	12
Spectral proper orthogonal decomposition using multitaper estimates	11
A priori tests of eddy viscosity models in square duct flow	10
Crossflow effects on shock wave/turbulent boundary layer interactions	10
Special issue on the fluid mechanics of hypersonic flight	10
Numerical simulations of buoyancy-driven flows using adaptive mesh refinement: structure and dynamics of a large-scale helium plume	10
Hydroelastic interaction of nonlinear waves with floating sheets	9

Unsteady lifting-line theory and the influence of wake vorticity on aerodynamic loads	9
Filtration of micropolar liquid through a membrane composed of spherical cells with porous layer	8
Influence of separation structure on the dynamics of shock/turbulent-boundary-layer interactions	8
Multi-scale study of the transitional shock-wave boundary layer interaction in hypersonic flow	8
An ensemble Kalman filter approach to parameter estimation for patient-specific cardiovascular flow modeling	8
Sparse sensor reconstruction of vortex-impinged airfoil wake with machine learning	8
Free-stream receptivity of a hypersonic blunt cone using input–output analysis and a shock-kinematic boundary condition	7
An empirical correlation between lift and the properties of leading-edge vortices	7
Instability of natural convection in a laterally heated cube with perfectly conducting horizontal boundaries	7
Morphological evolution and spreading flow of hollow oil droplet impact on a heated wall	7
The effect of incoming boundary layer thickness and Mach number on linear and nonlinear Rossiter modes in open cavity flows	7
Systolic anterior motion in hypertrophic cardiomyopathy: a fluid–structure interaction computational model	7
An adaptive mesh refinement approach based on optimal sparse sensing	6
Towards robust data-driven reduced-order modelling for turbulent flows: application to vortex-induced vibrations	6
The Mack’s amplitude method revisited	6
Phase-field modeling and computer simulation of the coffee-ring effect	6