000			01816nam a2200301 i 4500
003			IN-BdCUP
005			20250103125022.0
008			191223s2021||||enk o ||1 0|eng|d
020			_a9781108882316 (ebook) _z9781108841429 (hardback)
040			_aIN-BdCUP _beng _cIN-BdCUP _erda
041			_aeng
050			_aQC174.8 _b.B68 2021
082			_a530.13
100			_aBottcher, Lucas _eAuthor
245		0	_aComputational statistical physics / _cLucas Bo?ttcher, Hans J. Herrmann.
264			_aCambridge : _bCambridge University Press, _c2021
300			_a1 online resource (xiii, 257 pages) : _bdigital, PDF file(s).
336			_atext _btxt
337			_2rdamedia
338			_aonline resource _bcr _2rdacarrier
500			_aTitle from publisher's bibliographic system (viewed on 24 Aug 2021).
520			_aProviding 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			_aStatistical physics.
700			_aHerrmann, Hans J., _eauthor.
776			_iPrint version: _z9781108882316
856			_3Electronic Book Resource _uhttps://doi.org/10.1017/9781108882316
942			_2ddc _cE
999			_c54674 _d54674