51 citations · 202 across the 13 of their papers we have counts for
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physics.flu-dyn2019★ 1 cited
Bubbles in Turbulent Flows: Data-driven, kinematic models with memory terms
Zhong Yi Wan, Petr Karnakov, Petros Koumoutsakos +1
We present data driven kinematic models for the motion of bubbles in high-Re turbulent fluid flows based on recurrent neural networks with long-short term memory enhancements. The…
physics.comp-ph2019★ 32 cited
A hybrid particle volume-of-fluid method for curvature estimation in multiphase flows
Petr Karnakov, Sergey Litvinov, Petros Koumoutsakos
We present a particle method for estimating the curvature of interfaces in volume-of-fluid simulations of multiphase flows. The method is well suited for under-resolved interfaces,…