Simulation of Complex Systems

The goal of the course is to gain experience in scientific simulation of complex physical systems. Students will not only need to study new models but also to understand how to build up the environment for the underlying packages and run them efficiently.

Course info

Neptun code: ff2n1s04
Instructor: István Csabai
Semester: 4
Type: Computer Lab
Credit points: 3
Prerequisites: -

Topics

Recommended readings

  • Joel Grus: Data Science from Scratch (O’Reilly 2015)
  • Željko Ivezić, Andrew J. Connolly, Jacob T. VanderPlas & Alexander Gray: Statistics, Data Mining, and Machine Learning in Astronomy: A Practical Python Guide for the Analysis of Survey Data (Princeton University Press; 2014, ISBN: 978-0691151687)

Course material