Brazilian Journal of Chemical Engineering · 2005 · 87 citations · 28 references
EngineeringChemical EngineeringMaterials ScienceMachine LearningPolymer ChemistryPolymer EngineeringNeural NetworksPolymer ProcessingPolymer ProductionPolymerization ChemistryPolymerization ProcessesPolymerization Reaction EngineeringFeedforward Neural NetworksNeural Network ClassificationNeural Network ModelingNeural Network PredictionPolymerization MechanismsPolymerization ModelingPolymerization Optimization
Neural networks currently play a major role in the modeling, control and optimization of polymerization processes and in polymer resin development. This paper is a brief tutorial on simple and practical procedures that can help in selecting and training neural networks and addresses complex cases where the application of neural networks has been successful in the field of polymerization.
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Multilayer feedforward networks are universal approximators
Kurt Hornik, Maxwell B. Stinchcombe, Halbert White · Neural Networks · 1989 · 21.2K citations
Multilayer feedforward networks are universal approximators
HornikK., StinchcombeM., WhiteH. · Neural Networks · 1989 · 9.4K citations