Logo

Introduction to Computational Physics and Monte Carlo Simulations of Matrix Field Theory

Small book cover: Introduction to Computational Physics and Monte Carlo Simulations of Matrix Field Theory

Introduction to Computational Physics and Monte Carlo Simulations of Matrix Field Theory
by

Publisher: arXiv
Number of pages: 350

Description:
This book is divided into two parts. In the first part we give an elementary introduction to computational physics consisting of 21 simulations which originated from a formal course of lectures and laboratory simulations. The second part is much more advanced and deals with the problem of how to set up working Monte Carlo simulations of matrix field theories which involve finite dimensional matrix regularizations of noncommutative and fuzzy field theories, fuzzy spaces and matrix geometry.

Home page url

Download or read it online for free here:
Download link
(7.9MB, PDF)

Similar books

Book cover: Computational Nanoscience: Do It Yourself!Computational Nanoscience: Do It Yourself!
by - NIC
This volume focuses on the application of electronic structure calculations and dynamical simulation techniques covering aspects of solid state physics, surface and nanoscience, chemical reactions and dynamics, magnetism and electron transport, etc.
(19426 views)
Book cover: Introduction to Monte Carlo MethodsIntroduction to Monte Carlo Methods
by - arXiv
These lectures given to graduate students in high energy physics, provide an introduction to Monte Carlo methods. After an overview of classical numerical quadrature rules, Monte Carlo integration and variance-reducing techniques is introduced.
(11110 views)
Book cover: Monte Carlo: BasicsMonte Carlo: Basics
by - arXiv
An introduction to the basics of Monte Carlo is given. The topics covered include sample space, events, probabilities, random variables, mean, variance, covariance, characteristic function, chebyshev inequality, law of large numbers, etc.
(14078 views)
Book cover: Computational PhysicsComputational Physics
by - Imperial College London
This course aims to give the student a thorough grounding in the main computational techniques used in modern physics. This is not a text in computing science, nor in programming. It focuses specifically on methods for solving physics problems.
(13548 views)