# Exploring Monte Carlo Methods

Written By
• Publsiher : Elsevier
• Release : 24 May 2011
• ISBN : 9780080930619
• Pages : 398 pages
• Rating : 4/5 from 21 reviews

Read or download book entitled Exploring Monte Carlo Methods written by William L. Dunn which was release on 24 May 2011, this book published by Elsevier. Available in PDF, EPUB and Kindle Format. Book excerpt: Exploring Monte Carlo Methods is a basic text that describes the numerical methods that have come to be known as "Monte Carlo." The book treats the subject generically through the first eight chapters and, thus, should be of use to anyone who wants to learn to use Monte Carlo. The next two chapters focus on applications in nuclear engineering, which are illustrative of uses in other fields. Five appendices are included, which provide useful information on probability distributions, general-purpose Monte Carlo codes for radiation transport, and other matters. The famous "Buffonâ€™s needle problem" provides a unifying theme as it is repeatedly used to illustrate many features of Monte Carlo methods. This book provides the basic detail necessary to learn how to apply Monte Carlo methods and thus should be useful as a text book for undergraduate or graduate courses in numerical methods. It is written so that interested readers with only an understanding of calculus and differential equations can learn Monte Carlo on their own. Coverage of topics such as variance reduction, pseudo-random number generation, Markov chain Monte Carlo, inverse Monte Carlo, and linear operator equations will make the book useful even to experienced Monte Carlo practitioners. Provides a concise treatment of generic Monte Carlo methods Proofs for each chapter Appendixes include Certain mathematical functions; Bose Einstein functions, Fermi Dirac functions, Watson functions

## Exploring Monte Carlo Methods

• Author : William L. Dunn,J. Kenneth Shultis
• Publisher : Elsevier
• Release Date : 2011-05-24
• Total pages : 398
• ISBN : 9780080930619

Summary : Exploring Monte Carlo Methods is a basic text that describes the numerical methods that have come to be known as "Monte Carlo." The book treats the subject generically through the first eight chapters and, thus, should be of use to anyone who wants to learn to use Monte Carlo. The ...

## Handbook of Monte Carlo Methods

• Author : Dirk P. Kroese,Thomas Taimre,Zdravko I. Botev
• Publisher : John Wiley & Sons
• Release Date : 2011-03-15
• Total pages : 743
• ISBN : 9780080930619

Summary : "The purpose of this handbook is to provide an accessible and comprehensive compendium of Monte Carlo techniques and related topics. It contains a mix of theory (summarized), algorithms (pseudo and actual), and applications. Since the audience is broad, the theory is kept to a minimum, this without sacrificing rigor. The ...

## Exploring Phase Transitions Using Conventional Monte Carlo Simulations and Machine Learning Techniques

• Author : Wenjian Hu
• Publisher : Unknown
• Release Date : 2018
• Total pages : 212
• ISBN : 9780080930619

Summary : In condensed matter physics, researchers study the physical properties of condensed phases of matter, theoretically or experimentally. The fundamentally appealing topic in this research area is how to classify phases of matter and identify phase transitions between them.Different from traditional theoretical or experimental approaches, which relies on either complicated ...

## Monte Carlo Methods for Particle Transport

• Author : Alireza Haghighat
• Publisher : CRC Press
• Release Date : 2020-08-10
• Total pages : 290
• ISBN : 9780080930619

Summary : Fully updated with the latest developments in the eigenvalue Monte Carlo calculations and automatic variance reduction techniques and containing an entirely new chapter on fission matrix and alternative hybrid techniques. This second edition explores the uses of the Monte Carlo method for real-world applications, explaining its concepts and limitations. Featuring ...

## Structural Phase Behaviour Via Monte Carlo Techniques

• Author : Andrew Nicholas Jackson
• Publisher : Unknown
• Release Date : 2001
• Total pages : 212
• ISBN : 9780080930619

Summary : Download or read online Structural Phase Behaviour Via Monte Carlo Techniques written by Andrew Nicholas Jackson, published by which was released on 2001. Get Structural Phase Behaviour Via Monte Carlo Techniques Books now! Available in PDF, ePub and Kindle....

## An Introduction to Statistical Computing

• Author : Jochen Voss
• Publisher : John Wiley & Sons
• Release Date : 2013-08-28
• Total pages : 400
• ISBN : 9780080930619

Summary : A comprehensive introduction to sampling-based methods in statistical computing The use of computers in mathematics and statistics has opened up a wide range of techniques for studying otherwise intractable problems. Sampling-based simulation techniques are now an invaluable tool for exploring statistical models. This book gives a comprehensive introduction to the ...

## Intelligent IoT Systems in Personalized Health Care

• Author : Arun Kumar Sangaiah,Subhas Chandra Mukhopadhyay
• Release Date : 2020-12-01
• Total pages : 360
• ISBN : 9780080930619

Summary : Intelligent IoT Systems in Personalized Health Care delivers a significant forum for the technical advancement of IoMT learning in parallel computing environments across biomedical engineering diversified domains and its applications. Pursuing an interdisciplinary approach, the book focuses on methods used to identify and acquire valid, potentially useful knowledge sources. The ...

## Monte Carlo Simulation and Resampling Methods for Social Science

• Author : Thomas M. Carsey,Jeffrey J. Harden
• Publisher : SAGE Publications
• Release Date : 2013-08-05
• Total pages : 304
• ISBN : 9780080930619

Summary : Taking the topics of a quantitative methodology course and illustrating them through Monte Carlo simulation, Monte Carlo Simulation and Resampling Methods for Social Science, by Thomas M. Carsey and Jeffrey J. Harden, examines abstract principles, such as bias, efficiency, and measures of uncertainty in an intuitive, visual way. Instead of ...

## Illustrating Statistical Procedures Finding Meaning in Quantitative Data

• Author : Ray W. Cooksey
• Publisher : Springer Nature
• Release Date : 2020-05-14
• Total pages : 737
• ISBN : 9780080930619

Summary : This book occupies a unique position in the field of statistical analysis in the behavioural and social sciences in that it targets learners who would benefit from learning more conceptually and less computationally about statistical procedures and the software packages that can be used to implement them. This book provides ...

## Exploring PageRank Algorithms

• Author : Brian Vargas
• Publisher : Unknown
• Release Date : 2020
• Total pages : 212
• ISBN : 9780080930619

Summary : A search engine is intended to crawl the world wide web and retrieve a list of sites that match the user's search terms. Listing the search results in a proper order is crucial but it is far from being a trivial task. Prior to the rise of Google, search engines ...

• Author : Victor Sapritsky,Alexander Prokhorov
• Publisher : Springer Nature
• Release Date : 2020-10-19
• Total pages : 685
• ISBN : 9780080930619

Summary : This book, the first of a two-volume set, focuses on the basic physical principles of blackbody radiometry and describes artificial sources of blackbody radiation, widely used as sources of optical radiation, whose energy characteristics can be calculated on the base of fundamental physical laws. Following a review of radiometric quantities, ...

## Forensic Metrology

• Author : Ted Vosk,Ashley F. Emery
• Publisher : CRC Press
• Release Date : 2014-09-26
• Total pages : 466
• ISBN : 9780080930619

Summary : Forensic metrology is the application of scientific measurement to the investigation and prosecution of crime. Forensic measurements are relied upon to determine breath and blood alcohol and drug concentrations, weigh seized drugs, perform accident reconstruction, and for many other applications. Forensic metrology provides a basic framework for th...

## Computational Approaches in Molecular Radiation Biology

• Author : Matesh N. Varma,Aloke Chatterjee
• Publisher : Springer Science & Business Media
• Release Date : 2013-11-11
• Total pages : 264
• ISBN : 9780080930619

Summary : The Office of Health and Environmental Research (OHER) has supported and continues to support development of computational approaches in biology and medicine. OHER's Radiological and Chemical Physics Program initiated development of computational approaches to determine the effects produced by radiation of different quality (such as high energy electrons, protons, helium ...

## Hands On Simulation Modeling with Python

• Author : Giuseppe Ciaburro
• Publisher : Packt Publishing Ltd
• Release Date : 2020-07-17
• Total pages : 346
• ISBN : 9780080930619

Summary : Enhance your simulation modeling skills by creating and analyzing digital prototypes of a physical model using Python programming with this comprehensive guide Key Features Learn to create a digital prototype of a real model using hands-on examples Evaluate the performance and output of your prototype using simulation modeling techniques Understand ...

## Astrodynamics 1999

• Author : Anonim
• Publisher : Unknown
• Release Date : 2000
• Total pages : 2697
• ISBN : 9780080930619

Summary : Download or read online Astrodynamics 1999 written by , published by which was released on 2000. Get Astrodynamics 1999 Books now! Available in PDF, ePub and Kindle....