OOIR: Observatory of International Research

Papers

(The H4-Index of Physical Review Fluids is 28. 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 2020-11-01 to 2024-11-01.)

Article	Citations
Perspectives on machine learning-augmented Reynolds-averaged and large eddy simulation models of turbulence	149
Perspectives on viscoelastic flow instabilities and elastic turbulence	107
Wall turbulence at high friction Reynolds numbers	63
Towards improved social distancing guidelines: Space and time dependence of virus transmission from speech-driven aerosol transport between two individuals	59
Promoting global stability in data-driven models of quadratic nonlinear dynamics	49
Wall model based on neural networks for LES of turbulent flows over periodic hills	48
Growth of respiratory droplets in cold and humid air	45
Confronting Grand Challenges in environmental fluid mechanics	42
Rayleigh-Bénard convection: The container shape matters	42
Reconstruction of turbulent data with deep generative models for semantic inpainting from TURB-Rot database	42
Deep learning forin situdata compression of large turbulent flow simulations	39
General method for determining the boundary layer thickness in nonequilibrium flows	39
Toward a fluid mechanics of suspensions	38
Single-step deep reinforcement learning for open-loop control of laminar and turbulent flows	36
Droplet splashing on rough surfaces	35
Compressibility effects on pressure fluctuation in compressible turbulent channel flows	34
Learning unknown physics of non-Newtonian fluids	33
Learning to swim in potential flow	33
Interaction between low-level jets and wind farms in a stable atmospheric boundary layer	31
Electrosprays of highly conducting liquids: A study of droplet and ion emission based on retarding potential and time-of-flight spectrometry	31
Numerical investigation of multistability in the unstable flow of a polymer solution through porous media	31
Laboratory exploration of heat transfer regimes in rapidly rotating turbulent convection	30
Learned discretizations for passive scalar advection in a two-dimensional turbulent flow	30
Physical invariance in neural networks for subgrid-scale scalar flux modeling	30
Compressibility effect in hypersonic boundary layer with isothermal wall condition	30

Open questions in turbulent stratified mixing: Do we even know what we do not know?	29
Machine learning-augmented turbulence modeling for RANS simulations of massively separated flows	29
Settling of inertial particles in turbulent Rayleigh-Bénard convection	28
Turbulence in a hypersonic compression ramp flow	28
Reservoir computing model of two-dimensional turbulent convection	28
Effect of stratification on the mixing and reaction yield in a T-shaped micro-mixer	28