Computational Concepts of Physics

Simulations of physical objects and Machine Learning

The lecture covered basics methods and algorithms of computational physics from a multidisciplinary perspective, merging together fundamental physics, mathematics and computer sciences concepts (including machine learning) conveyed in the language of a natural scientist.

The aim of this course was to teach students how to construct computer programs to carry out simulations and solve realistic problems.

Table of content

• pendulum - simulation of a harmonically driven pendulum
• ann - Artificial Neural Network predicts missing data
• orbit - simulation of a satellite orbiting the sun