Computational statistical physics:
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, mag...
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| Format: | E-Book |
| Sprache: | Englisch |
| Veröffentlicht: |
Cambridge
Cambridge University Press
2021
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| Links: | https://doi.org/10.1017/9781108882316 |
| Zusammenfassung: | 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. |
| Umfang: | 1 Online-Ressource (xiii, 257 Seiten) |
| ISBN: | 9781108882316 |
Internformat
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| spelling | Böttcher, Lucas Computational statistical physics Lucas Böttcher, Hans J. Herrmann Cambridge Cambridge University Press 2021 1 Online-Ressource (xiii, 257 Seiten) txt c cr 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. Herrmann, Hans J. Erscheint auch als Druck-Ausgabe 9781108841429 |
| spellingShingle | Böttcher, Lucas Computational statistical physics |
| title | Computational statistical physics |
| title_auth | Computational statistical physics |
| title_exact_search | Computational statistical physics |
| title_full | Computational statistical physics Lucas Böttcher, Hans J. Herrmann |
| title_fullStr | Computational statistical physics Lucas Böttcher, Hans J. Herrmann |
| title_full_unstemmed | Computational statistical physics Lucas Böttcher, Hans J. Herrmann |
| title_short | Computational statistical physics |
| title_sort | computational statistical physics |
| work_keys_str_mv | AT bottcherlucas computationalstatisticalphysics AT herrmannhansj computationalstatisticalphysics |