Application of deep learning neural networks for the analysis of fluid-particle dynamics in fibrous filters
Mohammadreza Shirzadi, Tomonori Fukasawa, Kunihiro Fukui, Toru Ishigami
Topics & Concepts
Computational fluid dynamicsConvolutional neural networkRange (aeronautics)CFD-DEMRandomnessLaminar flowMechanicsFluid dynamicsSpeedupComputer scienceBrownian motionParticle (ecology)Filtration (mathematics)Flow (mathematics)AlgorithmArtificial intelligenceMathematicsPhysicsMaterials scienceStatisticsGeologyComposite materialOperating systemOceanographyLattice Boltzmann Simulation StudiesAerosol Filtration and Electrostatic PrecipitationCyclone Separators and Fluid Dynamics