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ISBN: 9781107053786 9781107284180 1107053781 Year: 2015 Publisher: Cambridge Cambridge University Press
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Year: 1999 Publisher: London : IET,
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ISBN: 0713135174 Year: 1980 Publisher: London : Edward Arnold,
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ISBN: 1108896650 1108882315 Year: 2021 Publisher: Cambridge : Cambridge University Press,
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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.
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ISBN: 1316213366 1316213587 110728418X Year: 2015 Publisher: Cambridge : Cambridge University Press,
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Rigorous and comprehensive, this textbook introduces undergraduate students to simulation methods in statistical physics. The book covers a number of topics, including the thermodynamics of magnetic and electric systems; the quantum-mechanical basis of magnetism; ferrimagnetism, antiferromagnetism, spin waves and magnons; liquid crystals as a non-ideal system of technological relevance; and diffusion in an external potential. It also covers hot topics such as cosmic microwave background, magnetic cooling and Bose-Einstein condensation. The book provides an elementary introduction to simulation methods through algorithms in pseudocode for random walks, the 2D Ising model, and a model liquid crystal. Any formalism is kept simple and derivations are worked out in detail to ensure the material is accessible to students from subjects other than physics.
ISBN: 0720404312 Year: 1976 Publisher: Amsterdam : Budapest : North-Holland Akadémiai Kiadó,
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Year: 2005 Publisher: Bangalore: Indian academy of sciences,
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