OOIR: Observatory of International Research

Papers

(The TQCC of Theoretical and Computational Fluid Dynamics 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 2020-05-01 to 2024-05-01.)

Article	Citations
Machine-learning-based reduced-order modeling for unsteady flows around bluff bodies of various shapes	104
Convolutional neural networks for fluid flow analysis: toward effective metamodeling and low dimensionalization	51
Special issue on machine learning and data-driven methods in fluid dynamics	45
Toward particle-resolved accuracy in Euler–Lagrange simulations of multiphase flow using machine learning and pairwise interaction extended point-particle (PIEP) approximation	36
Data-driven modeling of the chaotic thermal convection in an annular thermosyphon	35
Dimensionality reduction and reduced-order modeling for traveling wave physics	27
Enhancement of shock-capturing methods via machine learning	25
Machine learning for physics-informed generation of dispersed multiphase flow using generative adversarial networks	24
Super-resolution analysis via machine learning: a survey for fluid flows	22
Simulation of a turbulent flow subjected to favorable and adverse pressure gradients	21
Under-resolved and large eddy simulations of a decaying Taylor–Green vortex with the cumulant lattice Boltzmann method	17
Prediction of aerothermal characteristics of a generic hypersonic inlet flow	17
Direct molecular simulation of oxygen dissociation across normal shocks	14
Numerical tripping of high-speed turbulent boundary layers	14
Spectral proper orthogonal decomposition using multitaper estimates	13
Linear stability analysis of hypersonic boundary layers computed by a kinetic approach: a semi-infinite flat plate at $$\varvec{4.5\le \mathrm{M}_\infty \le 9}$$	13
On dispersion of solute in steady flow through a channel with absorption boundary: an application to sewage dispersion	13
Special issue on the fluid mechanics of hypersonic flight	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
Crossflow effects on shock wave/turbulent boundary layer interactions	11
A priori tests of eddy viscosity models in square duct flow	11
Sparse sensor reconstruction of vortex-impinged airfoil wake with machine learning	11
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	10
Unsteady lifting-line theory and the influence of wake vorticity on aerodynamic loads	9

Influence of separation structure on the dynamics of shock/turbulent-boundary-layer interactions	9
Free-stream receptivity of a hypersonic blunt cone using input–output analysis and a shock-kinematic boundary condition	8
Instability of natural convection in a laterally heated cube with perfectly conducting horizontal boundaries	8
Multi-scale study of the transitional shock-wave boundary layer interaction in hypersonic flow	8
Data-driven sensor placement for fluid flows	7
Morphological evolution and spreading flow of hollow oil droplet impact on a heated wall	7
An empirical correlation between lift and the properties of leading-edge vortices	7
Systolic anterior motion in hypertrophic cardiomyopathy: a fluid–structure interaction computational model	7
The effect of incoming boundary layer thickness and Mach number on linear and nonlinear Rossiter modes in open cavity flows	7
Numerical study of the mechanisms of enhanced oil recovery using nanosuspensions	6
Droplet capture with a wetted fiber	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
Analytical prediction of low-frequency fluctuations inside a one-dimensional shock	5
Global transition dynamics of flow in a lid-driven cubical cavity	5
Resolvent-based approach for $$\pmb {H_2}$$-optimal estimation and control: an application to the cylinder flow	5
Pre-processing DNS data to improve statistical convergence and accuracy of mean velocity fields in invariant data-driven turbulence models	5
A novel entropy normalization scheme for characterization of highly compressible flows	5