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Physics-Enforced Neural Network for Viscosity by s.alimazloumi790 is a document available to read on EtoBox.

What is Physics-Enforced Neural Network for Viscosity about?

The document presents a Physics-Enforced Neural Network (PENN) model designed to predict the melt viscosity of polymers, which is crucial for additive manufacturing. The PENN model integrates physical equations with machine learning to enhance the accuracy of viscosity predictions across various polymer chemistries and conditions, outperforming traditional models like Artificial Neural Networks (ANN) and Gaussian Process Regression (GPR). The study emphasizes the importance of this predictive capability in

Author

s.alimazloumi790

Language

EN