Publication | Open Access
Neural network applications in polymerization processes
86
Citations
28
References
2005
Year
Materials ScienceEvolving Neural NetworkEngineeringMachine LearningPhysic Aware Machine LearningPolymer ScienceMechanical EngineeringPolymer Resin DevelopmentNeural Network ApplicationsPolymerization ProcessesInterpenetrating Polymer NetworkPolymer ModelingNeural NetworksDeep LearningNeural Architecture SearchRecurrent Neural NetworkPolymer Chemistry
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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