Data driven reduced modeling for fluidized bed with immersed tubes based on PCA and Bi-LSTM neural networks
Jiabin Fang, Wenkai Cu, Huang Liu, Huixin Zhang, Hanqing Liu, Jinjia Wei, Xiang Ma, Nan Zheng
Topics & Concepts
FluidizationComputational fluid dynamicsComputer scienceFluidized bedArtificial neural networkNonlinear systemCurse of dimensionalityFlow (mathematics)Fluid dynamicsBubblePrincipal component analysisMechanicsVector fieldSimulationArtificial intelligencePhysicsThermodynamicsQuantum mechanicsGranular flow and fluidized bedsLattice Boltzmann Simulation StudiesModel Reduction and Neural Networks