Teaching - Università Roma Tre

FS510 - MONTECARLO METHODS (objectives)

Code

20410150

Language

ITA

Type of certificate

Profit certificate

Credits

7

Scientific Disciplinary Sector Code

FIS/01

Contact Hours

60

Type of Activity

Related or supplementary learning activities

Derived from	20410150 FS510 - MONTECARLO METHODS in Computational Sciences LM-40 BUSSINO SEVERINO ANGELO MARIA, FRANCESCHINI ROBERTO (syllabus) Presentation of the problems that can be treated through integrals on large number of dimensions Basics Probability and Random variables Measurement, uncertainty and its propagation Curve-fitting, least-squares, optimization Classical numerical integration, speed of convergence Integration MC (Mean, variance) Sampling Strategies Applications Propagation of uncertainties Generation according to a distribution Real World Applications Cosmic Rays Shower System Availabilty Further applications (reference books) Stefan Weinzierl - Introduction to Monte Carlo methods - arXiv:hep-ph/0006269 Further Bibliography will be presented in class, according to the needs of the Participants.
Dates of beginning and end of teaching activities	From to
Delivery mode	Traditional
Attendance	not mandatory
Evaluation methods	Oral exam