Teaching - Università Roma Tre

FS510 - MONTECARLO METHODS (objectives)

Code

20410429

Language

ITA

Type of certificate

Profit certificate

Credits

6

Scientific Disciplinary Sector Code

FIS/01

Contact Hours

48

Exercise Hours

12

Type of Activity

Related or supplementary learning activities

Teacher	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) Weinzierl, S. - Introduction to Monte Carlo methods arXiv:hep-ph/0006269 Taylor, J. - Introduzione all'analisi degli errori : lo studio delle incertezze nelle misure fisiche - Zanichelli Disponibile nella biblioteca Scientifica di Roma Tre Dubi, A. - Monte Carlo applications in systems engineering - Wiley Disponibile nella biblioteca Scientifica di Roma Tre
Dates of beginning and end of teaching activities	From to
Delivery mode	Traditional
Attendance	not mandatory
Evaluation methods	Written test Oral exam

Teacher	BUSSINO SEVERINO ANGELO MARIA (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 Availability Further applications (reference books) Weinzierl, S. - Introduction to Monte Carlo methods arXiv:hep-ph/0006269 Taylor, J. - An introduction to error analysis - University Science Books Sausalito, California Dubi, A. - Monte Carlo applications in systems engineering - Wiley
Dates of beginning and end of teaching activities	From to
Delivery mode	Traditional
Attendance	not mandatory
Evaluation methods	Written test Oral exam