Monte Carlo Methods by Sujaul Chowdhury
This book is intended for undergraduate students of Mathematics, Statistics, and Physics who know nothing about Monte Carlo Methods but wish to know how they work. All treatments have been done as much manually as is practicable. The treatments are deliberately manual to let the readers get the real feel of how Monte Carlo Methods work. Definite integrals of a total of five functions ����(����), namely Sin(����), Cos(����), e����, loge(����), and 1/(1+����2), have been evaluated using constant, linear, Gaussian, and exponential probability density functions ����(����). It is shown that results agree with known exact values better if ����(����) is proportional to ����(����). Deviation from the proportionality results in worse agreement. This book is on Monte Carlo Methods which are numerical methods for Computational Physics. These are parts of a syllabus for undergraduate students of Mathematics and Physics for the course titled "Computational Physics." Need for the book: Besides the three referenced books, this is the only book that teaches how basic Monte Carlo methods work. This book is much more explicit and easier to follow than the three referenced books. The two chapters on the Variational Quantum Monte Carlo method are additional contributions of the book. Pedagogical features: After a thorough acquaintance with background knowledge in Chapter 1, five thoroughly worked out examples on how to carry out Monte Carlo integration is included in Chapter 2. Moreover, the book contains two chapters on the Variational Quantum Monte Carlo method applied to a simple harmonic oscillator and a hydrogen atom. The book is a good read; it is intended to make readers adept at using the method. The book is intended to aid in hands-on learning of the Monte Carlo methods.
Sujaul Chowdhury is a Professor in the Department of Physics at the Shahjalal University of Science and Technology (SUST), Sylhet, Bangladesh (www.sust.edu). He obtained a B.Sc. (Honours) in Physics in 1994 and an M.Sc. in Physics in 1996 from SUST. He obtained a Ph.D. in Physics from The University of Glasgow, UK in 2001. He was a Humboldt Research Fellow for one year at The Max Planck Institute, Stuttgart, Germany.
| SKU | CIN3031013018VG |
| ISBN 13 | 9783031013010 |
| ISBN 10 | 3031013018 |
| Title | Monte Carlo Methods |
| Author | Sujaul Chowdhury |
| Series | Synthesis Lectures On Mathematics And Statistics |
| Condition | Very Good |
| Binding Type | Paperback |
| Publisher | Springer International Publishing AG |
| Year published | 2021-02-24 |
| Number of pages | 123 |
| Cover note | Book picture is for illustrative purposes only, actual binding, cover or edition may vary. |
| Note | This is a used book - there is no escaping the fact it has been read by someone else and it will show signs of wear and previous use. Overall we expect it to be in very good condition, but if you are not entirely satisfied please get in touch with us |
