An artificial neural network-based machine learning approach to correct coarse-mesh-induced error in computational fluid dynamics modeling of cell culture bioreactor
Fernando José Cantarero Rivera, Ran Yang, Haochen Li, Hairong Qi, Jiajia Chen
Topics & Concepts
Computational fluid dynamicsArtificial neural networkNormalization (sociology)Computer scienceImpellerMean squared errorGeneralizationArtificial intelligenceBackpropagationBioreactorMachine learningSimulationBiological systemMathematicsEngineeringMechanical engineeringMechanicsChemistryPhysicsStatisticsSociologyBiologyMathematical analysisOrganic chemistryAnthropologyFluid Dynamics and MixingHeat Transfer and OptimizationFluid Dynamics and Turbulent Flows