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Functional Distribution Of Anomalous And Nonergodic Diffusion: From Stochastic Processes To Pdes, Daxin Nie, Weihua Deng, Xudong Wang


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При оформлении заказа до: 2025-08-04
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Автор: Daxin Nie, Weihua Deng, Xudong Wang
Название:  Functional Distribution Of Anomalous And Nonergodic Diffusion: From Stochastic Processes To Pdes
ISBN: 9789811250491
Издательство: World Scientific Publishing
Классификация:
ISBN-10: 9811250499
Обложка/Формат: Hardback
Страницы: 260
Вес: 1.05 кг.
Дата издания: 08.07.2022
Серия: Mathematics
Язык: English
Размер: 290 x 224 x 27
Читательская аудитория: Tertiary education (us: college)
Ключевые слова: Calculus & mathematical analysis,Numerical analysis, MATHEMATICS / Differential Equations / Partial,MATHEMATICS / Numerical Analysis,MATHEMATICS / Probability & Statistics / Stochastic
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Поставляется из: Англии
Описание: This volume presents a pedagogical review of the functional distribution of anomalous and nonergodic diffusion and its numerical simulations, starting from the studied stochastic processes to the deterministic partial differential equations governing the probability density function of the functionals. Since the remarkable theory of Brownian motion was proposed by Einstein in 1905, it had a sustained and broad impact on diverse fields, such as physics, chemistry, biology, economics, and mathematics. The functionals of Brownian motion are later widely attractive for their extensive applications. It was Kac, who firstly realized the statistical properties of these functionals can be studied by using Feynmans path integrals.In recent decades, anomalous and nonergodic diffusions which are non-Brownian become topical issues, such as fractional Brownian motion, Levy process, Levy walk, among others. This volume examines the statistical properties of the non-Brownian functionals, derives the governing equations of their distributions, and shows some algorithms for solving these equations numerically.

High accuracy algorithm for the differential equations governing anomalous diffusion: algorithm and models for anomalous diffusion

Автор: Zhang, Zhijiang
Название: High accuracy algorithm for the differential equations governing anomalous diffusion: algorithm and models for anomalous diffusion
ISBN: 9813142200 ISBN-13(EAN): 9789813142206
Издательство: World Scientific Publishing
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Цена: 116160.00 T
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Описание:

The aim of this book is to extend the application field of 'anomalous diffusion', and describe the newly built models and the simulation techniques to the models.

The book first introduces 'anomalous diffusion' from the statistical physics point of view, then discusses the models characterizing anomalous diffusion and its applications, including the Fokker-Planck equation, the Feymann-Kac equations describing the functional distribution of the anomalous trajectories of the particles, and also the microscopic model -- Langevin type equation. The second main part focuses on providing the high accuracy schemes for these kinds of models, and the corresponding convergence and stability analysis.



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