Theoretical and Computational Fluid Dynamics

(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 2020-07-01 to 2024-07-01.)
Convolutional neural networks for fluid flow analysis: toward effective metamodeling and low dimensionalization58
Special issue on machine learning and data-driven methods in fluid dynamics45
Data-driven modeling of the chaotic thermal convection in an annular thermosyphon35
Super-resolution analysis via machine learning: a survey for fluid flows28
Machine learning for physics-informed generation of dispersed multiphase flow using generative adversarial networks25
Simulation of a turbulent flow subjected to favorable and adverse pressure gradients23
Prediction of aerothermal characteristics of a generic hypersonic inlet flow20
Under-resolved and large eddy simulations of a decaying Taylor–Green vortex with the cumulant lattice Boltzmann method18
Spectral proper orthogonal decomposition using multitaper estimates18
On dispersion of solute in steady flow through a channel with absorption boundary: an application to sewage dispersion15
Numerical tripping of high-speed turbulent boundary layers15
Direct molecular simulation of oxygen dissociation across normal shocks14
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
Intermittent statistics of the 0-mode pressure fluctuations in the near field of Mach 0.9 circular jets at low and high Reynolds numbers13
A priori tests of eddy viscosity models in square duct flow12
Sparse sensor reconstruction of vortex-impinged airfoil wake with machine learning12
Special issue on the fluid mechanics of hypersonic flight12
Crossflow effects on shock wave/turbulent boundary layer interactions12
Hydroelastic interaction of nonlinear waves with floating sheets10
Numerical simulations of buoyancy-driven flows using adaptive mesh refinement: structure and dynamics of a large-scale helium plume10
Unsteady lifting-line theory and the influence of wake vorticity on aerodynamic loads10
Data-driven sensor placement for fluid flows9
Free-stream receptivity of a hypersonic blunt cone using input–output analysis and a shock-kinematic boundary condition9
Influence of separation structure on the dynamics of shock/turbulent-boundary-layer interactions9
The effect of incoming boundary layer thickness and Mach number on linear and nonlinear Rossiter modes in open cavity flows9
Multi-scale study of the transitional shock-wave boundary layer interaction in hypersonic flow8
Instability of natural convection in a laterally heated cube with perfectly conducting horizontal boundaries8
An empirical correlation between lift and the properties of leading-edge vortices7
Phase-field modeling and computer simulation of the coffee-ring effect7
Towards robust data-driven reduced-order modelling for turbulent flows: application to vortex-induced vibrations7
Systolic anterior motion in hypertrophic cardiomyopathy: a fluid–structure interaction computational model7
Morphological evolution and spreading flow of hollow oil droplet impact on a heated wall7
The Mack’s amplitude method revisited6
Pre-processing DNS data to improve statistical convergence and accuracy of mean velocity fields in invariant data-driven turbulence models6
Numerical study of the mechanisms of enhanced oil recovery using nanosuspensions6
Droplet capture with a wetted fiber6
Secondary instability of Görtler vortices in hypersonic boundary layer over an axisymmetric configuration6
Analytical prediction of low-frequency fluctuations inside a one-dimensional shock5
Solutions to aliasing in time-resolved flow data5
Resolvent-based approach for $$\pmb {H_2}$$-optimal estimation and control: an application to the cylinder flow5
A calculus for flows in periodic domains5
A novel entropy normalization scheme for characterization of highly compressible flows5
Global transition dynamics of flow in a lid-driven cubical cavity5