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Simulation Techniques in Materials Science
Simulationstechniken in der Materialwissenschaft
Last Updated: 2026-06-01 11:33:47
Abstract
Introduction into various simulation techniques in materials science with special focus on atomistic methods (molecular dynamics, Monte Carlo techniques). We will discuss the necessary physical background as well as the practical application and implementaton of these methods using code developed during the course and using publically available software libraries.
Objective
On passing this course the students will be able to... ... describe various often used materials simulation techniques together with their typical areas of application. ... critically asses the approximations used in these methods. ... perform simple simulations, analyze the obtained results, and write or adapt the necessary code. ... recognize possibilities but also limitations of materials simulations for a given problem.
Content
Molecular dynamics, Metropolis Monte Carlo, basics of machine learning applied to materials science
General Information
- Language
- German
- Levels
- BSC
- Frequency
- Yearly recurring
Examination
- Type
- end-of-semester examination
- Mode
- written 150 minutes
- Aids
- None
- Digital
- The exam takes place on devices provided by ETH Zurich.
Course Components
| Type | Title | Time & Place | Hours |
|---|---|---|---|
| lecture with exercise | Simulationstechniken in der Materialwissenschaft |
|
3 h weekly |