Theoretical and Computational Fluid Dynamics

Papers
(The H4-Index of Theoretical and Computational Fluid Dynamics is 13. 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 2020-04-01 to 2024-04-01.)
ArticleCitations
Machine-learning-based reduced-order modeling for unsteady flows around bluff bodies of various shapes100
Convolutional neural networks for fluid flow analysis: toward effective metamodeling and low dimensionalization48
Special issue on machine learning and data-driven methods in fluid dynamics44
Toward particle-resolved accuracy in Euler–Lagrange simulations of multiphase flow using machine learning and pairwise interaction extended point-particle (PIEP) approximation35
Data-driven modeling of the chaotic thermal convection in an annular thermosyphon34
Dimensionality reduction and reduced-order modeling for traveling wave physics27
Enhancement of shock-capturing methods via machine learning25
Machine learning for physics-informed generation of dispersed multiphase flow using generative adversarial networks23
Simulation of a turbulent flow subjected to favorable and adverse pressure gradients21
Super-resolution analysis via machine learning: a survey for fluid flows18
Prediction of aerothermal characteristics of a generic hypersonic inlet flow17
Under-resolved and large eddy simulations of a decaying Taylor–Green vortex with the cumulant lattice Boltzmann method17
Data-driven selection of actuators for optimal control of airfoil separation15
Numerical tripping of high-speed turbulent boundary layers13
Direct molecular simulation of oxygen dissociation across normal shocks13
On dispersion of solute in steady flow through a channel with absorption boundary: an application to sewage dispersion13
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
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