Simulation of the continuous time random walk using subordination schemes

The continuous time random walk model has been widely applied in various fields, including physics, biology, chemistry, finance, social phenomena, etc. In this work, we present an algorithm that utilizes a subordinate formula to generate data of the continuous time random walk in the long time limit. The algorithm has been validated using commonly employed observables, such as typical fluctuations of the positional distribution, rare fluctuations, the mean and the variance of the position, and breakthrough curves with time-dependent bias, demonstrating a perfect match.

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Publication Details

Journal
Physical review. E
Published
2024-09-05
DOI
https://doi.org/10.1103/physreve.110.034113
Citations
3
Primary Topic
Fractional Differential Equations Solutions
Type
article
Field-Weighted Citation Impact
1.19

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article

Simulation of the continuous time random walk using subordination schemes

Danhua Jiang, Wanli Wang, Yuanze Hong
3 citations
Physical review. E
Fractional Differential Equations Solutions
1.19
article

Simulation of the continuous time random walk using subordination schemes

Danhua Jiang, Wanli Wang, Yuanze Hong
article en
3 citations

Abstract

The continuous time random walk model has been widely applied in various fields, including physics, biology, chemistry, finance, social phenomena, etc. In this work, we present an algorithm that utilizes a subordinate formula to generate data of the continuous time random walk in the long time limit. The algorithm has been validated using commonly employed observables, such as typical fluctuations of the positional distribution, rare fluctuations, the mean and the variance of the position, and breakthrough curves with time-dependent bias, demonstrating a perfect match.

Physical review. EVol. 110(3)
Zhejiang University of Technology (CN)
National Natural Science Foundation of China, Natural Science Foundation of Zhejiang Province
Openalex Percentile: Top 24%
Fractional Differential Equations Solutions
1.19
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