Pre-Shape Calculus: Foundations and Application to Mesh Quality Optimization

no code implementations • 16 Dec 2020 • Daniel Luft, Volker Schulz

Techniques from classical shape optimization and -calculus are shown to carry over to this framework.

Optimization and Control

A Hybrid Objective Function for Robustness of Artificial Neural Networks -- Estimation of Parameters in a Mechanical System

no code implementations • 16 Apr 2020 • Jan Sokolowski, Volker Schulz, Udo Schröder, Hans-Peter Beise

We introduce a convolutional neural network architecture that given sequential data predicts the parameters of the underlying data's dynamics.