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327-0214-00L 2 Credits BSC D-MATL
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Programming II - Stochastic Simulations

Programmieren II

Lecturers: Prof. Dr. Claude Ederer
Examiners: Prof. Dr. Claude Ederer, Dr. Lorenzo De Pietro
VVZ CR n/a

Last Updated: 2026-02-05 16:39:04

Abstract

This course gives an introduction to the use of stochastic methods for the simulation of materials and their properties. Basic concepts of stochastics and probability theory are discussed, as well as how to implement and run the corresponding simulations within Python.

Objective

Students are able to... ...explain basic concepts of stochastics and probability theory ...independently develop computer programs for typical stochastic simulations (e.g., diffusion problems, random walk, percolation, ...), carry out the corresponding simulations, and critically analyze the obtained data. ...recognize situations/materials science problems where stochastic simulations can be beneficial.

Content

- Random numbers/Pseudo-random numbers - Basic notions of stochastics and probability theory - Simulation of diffusion processes - Random Walk - Percolation - Simple Monte Carlo sampling

General Information

Language
German
Levels
BSC
Frequency
Yearly recurring

Examination

Type
session examination
Mode
written 150 minutes
Aids
keine
Digital
The exam takes place on devices provided by ETH Zurich.
Bei erfolgreicher Bearbeitung der Aufgaben wird ein Notenbonus von +0.25 auf die Gesamtnote angerechnet.

Course Components

Type Title Time & Place Hours
lecture with exercise Programmieren II - Stochastische Simulationen
  • Tue 09:45-11:30 (HCI J 6)
2 h weekly

Offered In