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Percolation Theory Using Python

Af: Anders Malthe-Sørenssen Engelsk Paperback

Percolation Theory Using Python

Af: Anders Malthe-Sørenssen Engelsk Paperback
Tjek vores konkurrenters priser
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, this textbook serves as a foundational resource for understanding essential concepts in modern statistical physics, such as disorder, scaling, and fractal geometry.
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Tjek vores konkurrenters priser
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, this textbook serves as a foundational resource for understanding essential concepts in modern statistical physics, such as disorder, scaling, and fractal geometry.
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Se mere i:
Produktdetaljer
Sprog: Engelsk
Sider: 214
ISBN-13: 9783031598999
Indbinding: Paperback
Udgave:
ISBN-10: 3031598997
Kategori: Kybernetik og systemteori
Udg. Dato: 30 jun 2024
Længde: 17mm
Bredde: 155mm
Højde: 232mm
Forlag: Springer International Publishing AG
Oplagsdato: 30 jun 2024
Forfatter(e): Anders Malthe-Sørenssen
Forfatter(e) Anders Malthe-Sørenssen

Kategori Kybernetik og systemteori

ISBN-13 9783031598999

Sprog Engelsk

Indbinding Paperback

Sider 214

Udgave

Længde 17mm

Bredde 155mm

Højde 232mm

Udg. Dato 30 jun 2024

Oplagsdato 30 jun 2024

Forlag Springer International Publishing AG

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