147 citations · 1k across the 47 of their papers we have counts for
8 papers · 1 filter
Emulating Spatio-Temporal Realizations of Three-Dimensional Isotropic Turbulence via Deep Sequence Learning Models
Mohammadreza Momenifar, Enmao Diao, Vahid Tarokh +1
We use a data-driven approach to model a three-dimensional turbulent flow using cutting-edge Deep Learning techniques. The deep learning framework incorporates physical constraints…
Analysis of scale-dependent kinetic and potential energy in sheared, stably stratified turbulence
Xiaolong Zhang, Rohit Dhariwal, Gavin Portwood +2
Budgets of turbulent kinetic energy (TKE) and turbulent potential energy (TPE) at different scales in sheared, stably stratified turbulence are analyzed using a filtering ap…
An experimental study on the multiscale properties of turbulence in bubble-laden flows
Tian Ma, Hendrik Hessenkemper, Dirk Lucas +1
The properties of bubble-laden turbulent flows at different scales are investigated experimentally, focusing on the flow kinetic energy, energy transfer, and extreme events. The ex…
A co-spectral budget model links turbulent eddies to suspended sediment concentration in channel flows
Shuolin Li, Andrew D Bragg, Gabriel Katul
The vertical distribution of suspended sediment concentration (SSC) remains a subject of active research given its relevance to a plethora of problems in hydraulics, hydrology, eco…
Hydrodynamic interactions and extreme particle clustering in turbulence
Andrew D. Bragg, Adam L. Hammond, Rohit Dhariwal +1
From new detailed experimental data, we found that the Radial Distribution Function (RDF) of inertial particles in turbulence grows explosively with scaling as the collisi…
Scale-dependent anisotropy, energy transfer and intermittency in bubble-laden turbulent flows
Tian Ma, Bernhard Ott, Jochen Frohlich +1
Data from Direct Numerical Simulations of disperse bubbly flows in a vertical channel are used to study the effect of the bubbles on the carrier-phase turbulence. A new method is d…