Deep learning methods for predicting fluid forces in dense particle suspensions
Neil Raj Ashwin, Ze Cao, Nikhil Muralidhar, Danesh K. Tafti, Anuj Karpatne
Topics & Concepts
Reynolds numberAspect ratio (aeronautics)DragParticle (ecology)Artificial intelligencePerceptronConvolutional neural networkFlow (mathematics)Suspension (topology)Fraction (chemistry)MechanicsOrientation (vector space)EllipsoidComputer scienceConvolution (computer science)Artificial neural networkMathematicsAlgorithmGeometryPhysicsChromatographyGeologyChemistryPure mathematicsOceanographyAstronomyTurbulenceOptoelectronicsHomotopyFluid Dynamics and Vibration AnalysisLattice Boltzmann Simulation StudiesGranular flow and fluidized beds