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1
Formation, dynamics, and statistics of patterns : Volume 2 / Kyozi Kawasaki, Masuo Suzuki
Singapore : World Scientific, 1993
vii, 350 pages. : illustrations ; 24 cm.
Ký hiệu phân loại (DDC): 530.15
Patterns are becoming the focal point of many areas of scientific endeavor in recent years owing to the progress of computer science, laboratory experiments and observations and analytical tools. This book brings together articles by the leading experts in these fields.
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2
Fundamentals of statistical mechanics : manuscript and notes of Felix Bloch / Felix Bloch, John Dirk Walecka
London, Singapore : Imperial College Press ; World Scientific, 2000
xii, 302 pages. : illustrations ; 23 cm.
Ký hiệu phân loại (DDC): 530.13
The 1952 Nobel physics laureate Felix Bloch (1905-83) was one of the titans of twentieth-century physics. He laid the fundamentals for the theory of solids and has been called the "father of solid-state physics." His numerous, valuable contributions include the theory of magnetism, measurement of the magnetic moment of the neutron, nuclear magnetic resonance, and the infrared problem in quantum electrodynamics. Statistical mechanics is a crucial subject which explores the understanding of the physical behaviour of many-body systems that create the world around us. Bloch's first-year graduate course at Stanford University was the highlight for several generations of students. Upon his retirement, he worked on a book based on the course. Unfortunately, at the time of his death, the writing was incomplete.
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3
Probability and statistics in the physical sciences / Byron P. Roe
Cham : Springer, 2020
432 pages : illustrations ; 26 cm.
Ký hiệu phân loại (DDC): 519.5
This book, now in its third edition, offers a practical guide to the use of probability and statistics in experimental physics that is of value for both advanced undergraduates and graduate students. Focusing on applications and theorems and techniques actually used in experimental research, it includes worked problems with solutions, as well as homework exercises to aid understanding. Suitable for readers with no prior knowledge of statistical techniques, the book comprehensively discusses the topic and features a number of interesting and amusing applications that are often neglected. Providing an introduction to neural net techniques that encompasses deep learning, adversarial neural networks, and boosted decision trees, this new edition includes updated chapters with, for example, additions relating to generating and characteristic functions, Bayes' theorem, the Feldman-Cousins method, Lagrange multipliers for constraints, estimation of likelihood ratios, and unfolding problems
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4
Probability theory :a comprehensive course /Achim Klenke.
New York : Springer, 2013
633 pages. : illustrations
Ký hiệu phân loại (DDC): 519.2
Probabilistic concepts play an increasingly important role in mathematics, physics, biology, financial engineering and computer science. They help us to understand magnetism, amorphous media, genetic diversity and the perils of random developments on the financial markets, and they guide us in constructing more efficient algorithms." "This text is a comprehensive course in modern probability theory and its
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5
Statistical physics : an introductory course / D. J. Amit, Yosef Verbin
Singapore : World Scientific, 1999
xii, 565 pages. : illustrations ; 27 cm.
Ký hiệu phân loại (DDC): 530.13
This invaluable textbook is an introduction to statistical physics that has been written primarily for self-study. It provides a comprehensive approach to the main ideas of statistical physics at the level of an introductory course, starting from the kinetic theory of gases and proceeding all the way to Bose-Einstein and Fermi-Dirac statistics. Each idea is brought out with ample motivation and clear, step-by-step, deductive exposition. The key points and methods are presented and discussed on the basis of concrete representative systems, such as the paramagnet, Einstein's solid, the diatomic gas, black body radiation, electric conductivity in metals and superfluidity.The book is written in a stimulating style and is accompanied by a large number of exercises appropriately placed within the text and by self-assessment problems at the end of each chapter. Detailed solutions of all the exercises are provided.
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