A Gaussian moment method and its augmentation via LSTM recurrent neural networks for the statistics of cavitating bubble populations
Spencer H. Bryngelson, Alexis Charalampopoulos, Themistoklis P. Sapsis, Tim Colonius
Topics & Concepts
Moment closureMoment (physics)BubbleGaussianClosure (psychology)Nonlinear systemStatistical physicsMonte Carlo methodArtificial neural networkFlow (mathematics)PopulationApplied mathematicsGaussian processComputer sciencePhysicsStatisticsMathematicsArtificial intelligenceMechanicsClassical mechanicsTurbulenceSociologyMarket economyEconomicsDemographyQuantum mechanicsCyclone Separators and Fluid DynamicsFluid Dynamics and MixingCavitation Phenomena in Pumps