| 000 -LEADER |
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| fixed length control field |
a |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
220627b xxu||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9781108841429 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
530.13 |
| Item number |
BOT |
| 100 ## - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Bottcher, Lucas |
| 245 ## - TITLE STATEMENT |
|---|
| Title |
Computational statistical physics |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
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| Name of publisher, distributor, etc |
Cambridge University Press, |
| Date of publication, distribution, etc |
2021 |
| Place of publication, distribution, etc |
Cambridge : |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xiii, 257 p. ; |
| Other physical details |
ill., |
| Dimensions |
27 cm |
| 365 ## - TRADE PRICE |
|---|
| Price amount |
59.99 |
| Price type code |
GBP |
| Unit of pricing |
100.50 |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc |
Includes bibliographical reference and index. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc |
Providing a detailed and pedagogical account of the rapidly-growing field of computational statistical physics, this book covers both the theoretical foundations of equilibrium and non-equilibrium statistical physics, and also modern, computational applications such as percolation, random walks, magnetic systems, machine learning dynamics, and spreading processes on complex networks. A detailed discussion of molecular dynamics simulations is also included, a topic of great importance in biophysics and physical chemistry. The accessible and self-contained approach adopted by the authors makes this book suitable for teaching courses at graduate level, and numerous worked examples and end of chapter problems allow students to test their progress and understanding. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Statistical physics |
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| Topical term or geographic name as entry element |
Adaptive Particle-Particle-Particle-Mesh(AP3M) method |
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| Topical term or geographic name as entry element |
Amadahi's law |
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| Topical term or geographic name as entry element |
Born rule |
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| Topical term or geographic name as entry element |
Car-Parrinello method |
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| Topical term or geographic name as entry element |
Convolution theorem |
|
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| Topical term or geographic name as entry element |
Markov chain |
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| Topical term or geographic name as entry element |
Equipartition theorem |
|
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| Topical term or geographic name as entry element |
Flat histogram method |
|
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| Topical term or geographic name as entry element |
Generating function |
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| Topical term or geographic name as entry element |
Hooke's law |
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| Topical term or geographic name as entry element |
Ising model |
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| Topical term or geographic name as entry element |
Karteleyn-Fortuin theorem |
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| Topical term or geographic name as entry element |
Lubachevsky method |
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| Topical term or geographic name as entry element |
Many- body wave function |
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| Topical term or geographic name as entry element |
n-vector model |
|
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| Topical term or geographic name as entry element |
Partition function |
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| Topical term or geographic name as entry element |
Reaction-field method |
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| Topical term or geographic name as entry element |
Sandbox method |
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| Topical term or geographic name as entry element |
Signorini problem |
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| Topical term or geographic name as entry element |
TC model |
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| Topical term or geographic name as entry element |
Wang-Landau method |
|
|---|
| Topical term or geographic name as entry element |
XOR function |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Herrmann, Hans J |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
|
| Item type |
Books |