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, 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 biophys…
Read More ↓Title Statements
- Full title :Computational statistical physics / Lucas Böttcher, Hans J. Herrmann.
Summary
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.
Read More ↓Edition Statements
- Publication Date:2021.
Publication Statements
- Publisher(s):Cambridge University Press
- Place of Publication:Cambridge
- Language:eng
- Publication Date:2021.
The Physical Object
- Description:1 online resource (1 recurso electrónico (xiii, 257 páginas)).
Edition Identifiers
- ISBN:9781108882316, 1108882315
- oclc:on1286757371
- Dewey Decimal:530.13
Writers
More from this Series
No reviews yet. Be the first to rate this work.
Files & Downloads
-
Computational Statistical Physics -- (.pdf)
PDF · 39.0 MB · updated -
Computational Statistical Physics -- (.pdf)
PDF · 38.8 MB · updated -
Computational Statistical Physics -- (.pdf)
PDF · 38.9 MB · updated
Rate & Review