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Computational statistical physics /

Böttcher, Lucas,

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Computational statistical physics /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Computational statistical physics // Lucas Böttcher, Hans J. Herrmann.
Author:	Böttcher, Lucas,
other author:	Herrmann, Hans J.,
Published:	Cambridge, United Kingdom :Cambridge University Press, : 2021.,
Description:	xiii, 257 p. :ill. (some col.) ;26 cm.
Subject:	Statistical physics - Data processing. -
ISBN:	9781108841429

Computational statistical physics /
Böttcher, Lucas,

Computational statistical physics /Lucas Böttcher, Hans J. Herrmann. - Cambridge, United Kingdom :Cambridge University Press,2021. - xiii, 257 p. :ill. (some col.) ;26 cm.

Includes bibliographical references (p. 232-251) and index.

"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. "--

ISBN: 9781108841429GBP59.99Subjects--Topical Terms:

731128
Statistical physics
--Data processing.

LC Class. No.: QC174.8 / .B668 2021

Dewey Class. No.: 530.130285

Computational statistical physics /
LDR:01284cam a2200205 a 4500 001 2310550
003 OCoLC
005 20230921234344.0
008 230628s2021 enka b 001 0 eng d
020 $a 9781108841429 $q (hbk.) : $c GBP59.99
020 $a 1108841422 $q (hbk.)
020 $z 9781108882316 $q (PDF ebook)
035 $a (OCoLC)1240575836
040 $a YDX $b eng $c YDX $d UKMGB $d OCLCO $d OCLCF $d IPS $d CDX $d GYG $d OCLCO $d OCL $d JNA
050 # 4 $a QC174.8 $b .B668 2021
082 0 4 $a 530.130285 $2 23
100 1 $a Böttcher, Lucas, $e author. $3 3637492
245 1 0 $a Computational statistical physics / $c Lucas Böttcher, Hans J. Herrmann.
260 # $a Cambridge, United Kingdom : $b Cambridge University Press, $c 2021.
300 $a xiii, 257 p. : $b ill. (some col.) ; $c 26 cm.
504 $a Includes bibliographical references (p. 232-251) and index.
520 0 $a "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. "-- $c Provide by publisher.
650 # 0 $a Statistical physics $x Data processing. $3 731128
700 1 # $a Herrmann, Hans J., $e author. $3 3637493