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A deeply enriched second edition of a classical textbook on fluid dynamics. It emphasizes an experimental (inductive) approach rather than the more formal approach found in many textbooks in the field.
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The book introduces classical mechanics. It does so in an informal style with numerous fresh, modern and inter-disciplinary applications assuming no prior knowledge of... Læs mere
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A practical guide to emerging empirical techniques allowing practitioners to diagnose whether highly fluctuating and random appearing data are most likely driven by random or deterministic dynamic forces.
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Describes in detail the fundamental mathematics and algorithms of machine learning (an example of artificial... Læs mere
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This text presents statistical mechanics and thermodynamics as a theoretically integrated field of study. It stresses deep coverage of... Læs mere
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Statistical mechanics is the theory underlying condensed matter physics. This book outlines the theory in a simple and progressive way, at a level suitable for... Læs mere
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This is the second edition of the first tutorial book on Bayesian methods and maximum entropy aimed at senior undergraduates in science and engineering. It takes the... Læs mere
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What is common to all networks? What are the general principles of the organization and evolution of networks? How do the laws of nature... Læs mere
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An introductory account of the theory of phase transitions and critical phenomena, this book reflects lectures given by the authors to graduate... Læs mere
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This book guides the reader in the analysis of big-data by providing theoretical and practical instruments to tame the complexity of such systems. Together with support provided by the companion website, it constitutes a simple and useful handbook for data analysts.
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Network theory is a major topic of interdisciplinary research which covers diverse areas including physics, mathematics and sociology. This book covers all the basics and... Læs mere
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This book is a comprehensive sourcebook, distilled from hundreds of recently published papers, about the Casimir effect: the small forces originating from the quantum... Læs mere