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Models and Tools - Introduction to Monte-Carlo Methods Part 1

24 Oct 2023, 15:15
1h 10m
Erice

Erice

Ettore Majorana Foundation Lectures: San Domenico Reception: San Rocco

Speaker

Francesco Cerutti (CERN)

Description

The role of the Monte-Carlo method in radiation calculations is discussed, highlighting its advantages and limitations. Probability distributions and sampling techniques are introduced, and the behavior of statistical uncertainty is characterized. The framework adopted for the simulation of particle transport and interactions is described, distinguishing between continuous and discrete processes. While the first ones are dealt with by a condensed history approach, the latter ones are treated according to a scheme coupling integral cross section evaluations, used to determine when a given type of interaction occurs, and physics models returning its final products.

Presentation materials