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02308aam a2200301 i 4500 001 FFB859F6010B11EEB5B5CDCD2BECA4DB 003 SILO 005 20230602010835 008 210306t20212021enka b 001 0 eng d 020 $a 1108841422 020 $a 9781108841429 035 $a (OCoLC)1240575836 040 $a YDX $b eng $e rda $c YDX $d UKMGB $d OCLCO $d OCLCF $d IPS $d CDX $d GYG $d OCLCO $d OCL $d SILO 050 4 $a QC174.8 B668 2021 100 1 $a BoÌttcher, Lucas, $e author. 245 10 $a Computational statistical physics / $c Lucas Böttcher, Hans J. Herrmann. 264 1 $a Cambridge, United Kingdom : $b Cambridge University Press, $c 2021. 300 $a xiii, 257 pages : $b illustrations (some color) ; $c 26 cm. 504 $a Includes bibliographical references (pages 232-251) and index. 505 00 $t Ab-initio simulations. $t Random numbers -- $t Random-geometrical models -- $t Equilibrium systems -- $t Monte-Carlo methods -- $t Phase transitions -- $t Cluster algorithms -- $t Histogram methods -- $t Renormalization group -- $t Learning and optimizing -- $t Parallelization -- $t Non-equilibrium systems -- $t Part II. Molecular dynamics: -- $t Basic molecular dynamics -- $t Optimizing molecular dynamics -- $t Dynamics of composed particles -- $t Long-range potentials -- $t Canonical ensemble -- $t Inelastic collisions in molecular dynamics -- $t Event-driven molecular dynamics -- $t Non-spherical particles -- $t Contact dynamics -- $t Discrete fluid models -- $t Ab-initio simulations. 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. " -- publisher 650 0 $a Statistical physics $x Data processing. 700 1 $a Herrmann, Hans J., $e author. 776 08 $i ebook version : $z 9781108882316 941 $a 1 952 $l USUX851 $d 20230804010715.0 956 $a http://locator.silo.lib.ia.us/search.cgi?index_0=id&term_0=FFB859F6010B11EEB5B5CDCD2BECA4DB 994 $a C0 $b IWAInitiate Another SILO Locator Search