| 書目名稱 | Percolation Theory Using Python | | 編輯 | Anders Malthe-S?renssen | | 視頻video | http://file.papertrans.cn/744/743630/743630.mp4 | | 概述 | This book is open access, which means that you have free and unlimited access.Contains worked examples with complete computer code in Python.Focuses on comprehending noisy data generated by students t | | 叢書名稱 | Lecture Notes in Physics | | 圖書封面 |  | | 描述 | .This course-based open access textbook delves into percolation theory, examining the physical properties of random media—materials characterized by varying sizes of holes and pores. The focus is on both the mathematical foundations and the computational and statistical methods used in this field. Designed as a practical introduction, the book places particular emphasis on providing a comprehensive set of computational tools necessary for studying percolation theory...Readers will learn how to generate, analyze, and comprehend data and models, with detailed theoretical discussions complemented by accessible computer codes. The book‘s structure ensures a complete exploration of worked examples, encompassing theory, modeling, implementation, analysis, and the resulting connections between theory and analysis...Beginning with a simplified model system—a model porous medium—whose mathematical theory is well-established, the book subsequently applies the same framework to realistic random systems. Key topics covered include one- and infinite-dimensional percolation, clusters, scaling theory, diffusion in disordered media, and dynamic processes. Aimed at graduate students and researchers | | 出版日期 | Textbook‘‘‘‘‘‘‘‘ 2024 | | 關(guān)鍵詞 | Open Access; fractal models; critical phenomena in statistical physics; disordered systems; scaling theo | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-031-59900-2 | | isbn_softcover | 978-3-031-59899-9 | | isbn_ebook | 978-3-031-59900-2Series ISSN 0075-8450 Series E-ISSN 1616-6361 | | issn_series | 0075-8450 | | copyright | The Editor(s) (if applicable) and The Author(s) 2024 |
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