Neural Networks vs. Splines: Advances in Numerical Extruder Design

Jaewook Lee, Sebastian Hube, Stefanie Elgeti

We present a novel application of neural networks to design improved mixing elements for single-screw extruders. Specifically, we propose to use neural networks in numerical shape…