{"product_id":"computational-statistical-physics-hardback-9781108841429","title":"Computational Statistical Physics (Hardback) 9781108841429","description":"\u003cfont face=\"Georgia\"\u003e\r\n\u003cp\u003e\u003cfont size=\"6\"\u003eComputational Statistical Physics\u003c\/font\u003e\u003cbr\u003e\r\n\r\n\r\n\u003c\/p\u003e\n\u003cp\u003e\u003cem\u003eDetailed account of computational statistical physics, including theoretical foundations and modern, computational applications.\u003c\/em\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003cp\u003e\u003cfont size=\"4\"\u003eLucas Böttcher (Author), Hans J. Herrmann (Author)\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e9781108841429, Cambridge University Press\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eHardback, published 26 August 2021\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e268 pages\u003cbr\u003e26 x 20.8 x 2 cm, 0.75 kg\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\r\n\r\n\r\n\u003cp align=\"justify\"\u003e\u003cstrong\u003e\u003cfont size=\"3\"\u003eProviding 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.\u003c\/font\u003e\u003c\/strong\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003ePreface\u003cbr\u003e Part I. Stochastic Methods: 1. Random Numbers\u003cbr\u003e 2. Random-Geometrical Models\u003cbr\u003e 3. Equilibrium Systems\u003cbr\u003e 4. Monte-Carlo Methods\u003cbr\u003e 5. Phase Transitions\u003cbr\u003e 6. Cluster Algorithms\u003cbr\u003e 7. Histogram Methods\u003cbr\u003e 8. Renormalization Group\u003cbr\u003e 9. Learning and Optimizing\u003cbr\u003e 10. Parallelization\u003cbr\u003e 11. Non-Equilibrium Systems\u003cbr\u003e Part II. Molecular Dynamics: 12. Basic Molecular Dynamics\u003cbr\u003e 13. Optimizing Molecular Dynamics\u003cbr\u003e 14. Dynamics of Composed Particles\u003cbr\u003e 15. Long-Range Potentials\u003cbr\u003e 16. Canonical Ensemble\u003cbr\u003e 17. Inelastic Collisions in Molecular Dynamics\u003cbr\u003e 18. Event-Driven Molecular Dynamics\u003cbr\u003e 19. Non-Spherical Particles\u003cbr\u003e 20. Contact Dynamics\u003cbr\u003e 21. Discrete Fluid Models\u003cbr\u003e 22. Ab-Initio Simulations\u003cbr\u003e References\u003cbr\u003e Index.\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eSubject Areas: Mathematical \u0026amp; statistical software [\u003ca title=\"See our other books on Mathematical \u0026amp; statistical software\" href=\"https:\/\/freshlyprintedbooks.co.uk\/search?q=%22Mathematical%20\u0026amp;%20statistical%20software%20%5BUFM%5D%22\"\u003eUFM\u003c\/a\u003e], Statistical physics [\u003ca title=\"See our other books on Statistical physics\" href=\"https:\/\/freshlyprintedbooks.co.uk\/search?q=%22Statistical%20physics%20%5BPHS%5D%22\"\u003ePHS\u003c\/a\u003e], Mathematical modelling [\u003ca title=\"See our other books on Mathematical modelling\" href=\"https:\/\/freshlyprintedbooks.co.uk\/search?q=%22Mathematical%20modelling%20%5BPBWH%5D%22\"\u003ePBWH\u003c\/a\u003e]\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003c\/font\u003e","brand":"Cambridge University Press","offers":[{"title":"Default Title","offer_id":46005923053848,"sku":"9781108841429","price":51.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0730\/2037\/5320\/products\/9781108841429i.jpg?v=1696727513","url":"https:\/\/freshlyprintedbooks.co.uk\/products\/computational-statistical-physics-hardback-9781108841429","provider":"Freshly Printed Books","version":"1.0","type":"link"}