Modeling Anomalous Diffusion Modeling Anomalous Diffusion

Modeling Anomalous Diffusion

From Statistics to Mathematics

Weihua Deng والمزيد
    • ‏77٫99 US$
    • ‏77٫99 US$

وصف الناشر

This book focuses on modeling the anomalous diffusion phenomena, being ubiquitous in the natural world. Both the microscopic models (stochastic processes) and macroscopic models (partial differential equations) have been built up. The relationships between the two kinds of models are clarified, and based on these models, some statistical observables are analyzed. From statistics to mathematics, the built models show their power with their associated applications.

This book is important for students to develop basic skills to be able to succeed in their future research. In addition to introducing the related models or methods, it also provides the corresponding applications and simulation results, which will attract more readers ranging from mathematicians to physicists or chemists, to name a few.
Contents: Stochastic ModelsFokker-Planck EquationsFeynman-Kac EquationsAging Fokker-Planck and Feynman-Kac EquationsFokker-Planck and Feynman-Kac Equations with Multiple Internal StatesFractional Reaction Diffusion Equations and Corresponding Feynman-Kac EquationsRenewal Theory for Fractional Poisson Process: Typical versus RareGoverning Equation for Average First Passage Time and Transitions among Anomalous Diffusions
Readership: Advanced undergraduate and graduate students, and researchers in mathematics, physics, chenistry, amongst others, who are interested in the anomalous diffussion phenomena.Anomalous Diffusion;Modeling;Subordinated Processes;Feynman–Kac Equation0Key Features:One of the authors, Weihua Deng, has an interdisciplinary research background with a deep understanding on the related anomalous models from the viewpoint of mathematics and physicsIn this book, we not only introduce the widely investigated models but also discuss some new topics, for example, infinite densities, functionals, etc.This book will get more attention from undergraduates and some high-level students

النوع
علم وطبيعة
تاريخ النشر
٢٠٢٠
٦ يناير
اللغة
EN
الإنجليزية
عدد الصفحات
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الناشر
World Scientific Publishing Company
البائع
Ingram DV LLC
الحجم
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‫م.ب.‬
Langevin and Fokker–Planck Equations and their Generalizations Langevin and Fokker–Planck Equations and their Generalizations
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Random Processes Random Processes
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Fractional Dynamics in Comb-like Structures Fractional Dynamics in Comb-like Structures
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Theory and Applications of Stochastic Processes Theory and Applications of Stochastic Processes
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Noise-Induced Phenomena in Slow-Fast Dynamical Systems Noise-Induced Phenomena in Slow-Fast Dynamical Systems
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Continuous Time Processes for Finance Continuous Time Processes for Finance
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FUNCTIONAL DISTRIBUTION OF ANOMALOUS & NONERGODIC DIFFUSION FUNCTIONAL DISTRIBUTION OF ANOMALOUS & NONERGODIC DIFFUSION
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Distribution of Statistical Observables for Anomalous and Nonergodic Diffusions Distribution of Statistical Observables for Anomalous and Nonergodic Diffusions
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High Accuracy Algorithm for the Differential Equations Governing Anomalous Diffusion High Accuracy Algorithm for the Differential Equations Governing Anomalous Diffusion
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