Direct numerical simulation-based Reynolds-averaged closure for bubble-induced turbulence

Budgets of the turbulent kinetic energy from direct numerical simulations (DNS) of disperse bubbly channel flows are used to develop a new model for bubble-induced turbulence in the Euler-Euler Reynolds-averaged framework.