Modeling Anomalous Diffusion Modeling Anomalous Diffusion

Modeling Anomalous Diffusion

From Statistics to Mathematics

Weihua Deng und andere
    • 79,99 €
    • 79,99 €

Beschreibung des Verlags

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

GENRE
Wissenschaft und Natur
ERSCHIENEN
2020
6. Januar
SPRACHE
EN
Englisch
UMFANG
268
Seiten
VERLAG
World Scientific Publishing Company
GRÖSSE
38,6
 MB

Mehr ähnliche Bücher

Langevin and Fokker–Planck Equations and their Generalizations Langevin and Fokker–Planck Equations and their Generalizations
2018
Random Processes Random Processes
2018
Fractional Dynamics in Comb-like Structures Fractional Dynamics in Comb-like Structures
2018
Theory and Applications of Stochastic Processes Theory and Applications of Stochastic Processes
2009
Noise-Induced Phenomena in Slow-Fast Dynamical Systems Noise-Induced Phenomena in Slow-Fast Dynamical Systems
2006
Continuous Time Processes for Finance Continuous Time Processes for Finance
2022

Mehr Bücher von Weihua Deng, Ru Hou, Wanli Wang & Pengbo Xu

Distribution of Statistical Observables for Anomalous and Nonergodic Diffusions Distribution of Statistical Observables for Anomalous and Nonergodic Diffusions
2022
High Accuracy Algorithm for the Differential Equations Governing Anomalous Diffusion High Accuracy Algorithm for the Differential Equations Governing Anomalous Diffusion
2019