Tutorial "Machine Learning in Solid Mechanics"

Lecturer: Prof. Dr. rer. nat. Oliver Weeger

Authors: Dominik K. Klein, M.Sc.; Jasper O. Schommartz, M.Sc.

Lecture website: link

Research group website: link

Description

This repository offers a collection of lecture material and minimum working code examples based on the tutorial "Machine Learning in Solid Mechanics" by Prof. Dr. rer. nat Oliver Weeger.

Lecture material

• Task 1: Feed-forward neural networks
• Task 2: Hyperelasticity
• Task 3: Viscoelasticity

Additional materials

Below you find the links to some helpful resources.

• The klax repository
• The JAX repository
• The Equinox repository
• The uv package manager