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Tutorial "Machine Learning in Solid Mechanics"

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

Content creator: Dominik K. Klein, 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. For online interaction with the models, please open the repository through Binder Binder .

Lecture material

  • Task 1: Feed-Forward Neural Networks
  • Task 2: Hyperelasticity I
  • Task 3: Hyperelasticity II
  • Task 4: Viscoelasticity