Monte Carlo Methods Utilizing Mathematica: Applications in Inverse Transform and Acceptance-rejection Sampling - Couverture rigide

Chowdhury, Sujaul

 
9783031232930: Monte Carlo Methods Utilizing Mathematica: Applications in Inverse Transform and Acceptance-rejection Sampling
Couverture rigide
ISBN 10 : 3031232933 ISBN 13 : 9783031232930
Editeur : Springer International Publishing AG, 2023

Synopsis

This book provides practical demonstrations of how to carry out definite integrals with Monte Carlo methods using Mathematica. Random variates are sampled by the inverse transform method and the acceptance-rejection method using uniform, linear, Gaussian, and exponential probability distribution functions. A chapter on the application of the Variational Quantum Monte Carlo method to a simple harmonic oscillator is included. These topics are all essential for students of mathematics and physics. The author includes thorough background on each topic covered within the book in order to help readers understand the subject. The book also contains many examples to show how the methods can be applied.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l?auteur

Sujaul Chowdhury, Ph.D., is a Professor in Department of Physics at Shahjalal University of Science and Technology. He also received his B.Sc. and M.Sc. in Physics from Shahjalal University of Science and Technology, before earning his Ph.D. at The University of Glasgow. After completing his Ph.D., Dr. Chowdhury was a Humboldt Research Fellow for one year at The Max Planck Institute. He is the author of many books, including Monte Carlo Methods: A Hands-On Computational Introduction Utilizing Excel, which is also in the Synthesis Lectures on Mathematics & Statistics series published by SpringerNature. His research interests include nanoelectronics, magnetotransport in semiconductor nanostructures, and nanostructure physics.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Springer International Publishing AG
Date d'édition
2023
Langue
anglais
ISBN 10 
3031232933
ISBN 13 
9783031232930
Reliure
Relié
Nombre de pages
157
Coordonnées du fabricant
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Heidelberg
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Allemagne

Autres éditions populaires du même titre

9783031232961: Monte Carlo Methods Utilizing Mathematica®: Applications in Inverse Transform and Acceptance-Rejection Sampling

Edition présentée

ISBN 10 :  3031232968 ISBN 13 :  9783031232961
Editeur : Springer, 2024
Couverture souple