Lecture Multiscale Methods in Computational Mechanics

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

Content creators: Dominik Klein, Dr. Mauricio Fernández

Lecture website: link

Research group website: link

Description

This repository offers a collection of lecture material and interactive models based on the lecture "Multiscale Methods in Computational Mechanics" by Prof. Dr. rer. nat Oliver Weeger. For online interaction with the models, please open the repository through Binder .

Lecture material

Data-driven material modeling

• Data-driven modeling 1 - Multiscale problems and nonlinear material behavior
• Data-driven modeling 2 - Introduction to artificial neural networks
• Data-driven modeling - Tutorial 1 - Basic regression problem
• Data-driven modeling - Tutorial 2 - Nonlinear material model

Models

Introduction to multiscale problems

• Michaelis Menten

Continuum mechanics

• Kinematics
• Kinetics

Homogenization methods

• Analytical methods