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Modeling Anomalous Diffusion: From Statistics To Mathematics

2020-01-06 Mathematics
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Release : 2020-01-06
Genre : Mathematics
Kind : eBook
Book Rating : 011/5 ( reviews)

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Book Synopsis Modeling Anomalous Diffusion: From Statistics To Mathematics by : Weihua Deng

Download or read book Modeling Anomalous Diffusion: From Statistics To Mathematics written by Weihua Deng. This book was released on 2020-01-06. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Modeling Anomalous Diffusion

2020 Differential equations, Partial
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Release : 2020
Genre : Differential equations, Partial
Kind : eBook
Book Rating : 007/5 ( reviews)

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Book Synopsis Modeling Anomalous Diffusion by : Weihua Deng

Download or read book Modeling Anomalous Diffusion written by Weihua Deng. This book was released on 2020. Available in PDF, EPUB and Kindle. Book excerpt: "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 physics In 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"--

Distribution of Statistical Observables for Anomalous and Nonergodic Diffusions

2022-04-11 Technology & Engineering
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Release : 2022-04-11
Genre : Technology & Engineering
Kind : eBook
Book Rating : 915/5 ( reviews)

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Book Synopsis Distribution of Statistical Observables for Anomalous and Nonergodic Diffusions by : Weihua Deng

Download or read book Distribution of Statistical Observables for Anomalous and Nonergodic Diffusions written by Weihua Deng. This book was released on 2022-04-11. Available in PDF, EPUB and Kindle. Book excerpt: This book investigates statistical observables for anomalous and nonergodic dynamics, focusing on the dynamical behaviors of particles modelled by non-Brownian stochastic processes in the complex real-world environment. Statistical observables are widely used for anomalous and nonergodic stochastic systems, thus serving as a key to uncover their dynamics. This study explores the cutting edge of anomalous and nonergodic diffusion from the perspectives of mathematics, computer science, statistical and biological physics, and chemistry. With this interdisciplinary approach, multiple physical applications and mathematical issues are discussed, including stochastic and deterministic modelling, analyses of (stochastic) partial differential equations (PDEs), scientific computations and stochastic analyses, etc. Through regularity analysis, numerical scheme design and numerical experiments, the book also derives the governing equations for the probability density function of statistical observables, linking stochastic processes with PDEs. The book will appeal to both researchers of electrical engineering expert in the niche area of statistical observables and stochastic systems and scientists in a broad range of fields interested in anomalous diffusion, especially applied mathematicians and statistical physicists.

Anomalous Transport: Applications, Mathematical Perspectives, and Big Data

2021-01-08 Science
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Release : 2021-01-08
Genre : Science
Kind : eBook
Book Rating : 655/5 ( reviews)

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Book Synopsis Anomalous Transport: Applications, Mathematical Perspectives, and Big Data by : Ralf Metzler

Download or read book Anomalous Transport: Applications, Mathematical Perspectives, and Big Data written by Ralf Metzler. This book was released on 2021-01-08. Available in PDF, EPUB and Kindle. Book excerpt:

An Introduction to Anomalous Diffusion and Relaxation

2023-01-01 Science
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Release : 2023-01-01
Genre : Science
Kind : eBook
Book Rating : 506/5 ( reviews)

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Book Synopsis An Introduction to Anomalous Diffusion and Relaxation by : Luiz Roberto Evangelista

Download or read book An Introduction to Anomalous Diffusion and Relaxation written by Luiz Roberto Evangelista. This book was released on 2023-01-01. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a contemporary treatment of the problems related to anomalous diffusion and anomalous relaxation. It collects and promotes unprecedented applications dealing with diffusion problems and surface effects, adsorption-desorption phenomena, memory effects, reaction-diffusion equations, and relaxation in constrained structures of classical and quantum processes. The topics covered by the book are of current interest and comprehensive range, including concepts in diffusion and stochastic physics, random walks, and elements of fractional calculus. They are accompanied by a detailed exposition of the mathematical techniques intended to serve the reader as a tool to handle modern boundary value problems. This self-contained text can be used as a reference source for graduates and researchers working in applied mathematics, physics of complex systems and fluids, condensed matter physics, statistical physics, chemistry, chemical and electrical engineering, biology, and many others.

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