Nuo Xu , HongGuang Sun , Xiangnan Yu , Xiaoting Liu
{"title":"以标度定律为特征的异常扩散的物理机理分析","authors":"Nuo Xu , HongGuang Sun , Xiangnan Yu , Xiaoting Liu","doi":"10.1016/j.physa.2025.131011","DOIUrl":null,"url":null,"abstract":"<div><div>The scaling law of displacement variance serves as an important signature in identifying the characteristics of solute transport in heterogeneous media. However, classifying anomalous diffusion into sub-diffusion and super-diffusion based on scaling laws does not fully capture the underlying mechanisms of solute transport. We employ Continuous Time Random Walk (CTRW) and Spatial Markov Model (SMM) to capture various microscopic mechanisms and their corresponding displacement variance. A detailed analysis, illustrated by breakthrough curves and spatial snapshots, under fixed values of displacement variance scaling law, is performed to investigate the distinctions among given mechanisms. Analysis results show that the anomalous transport behavior driven by preferential flow, sorption and velocity correlation may have fundamental distinction under the same displacement variance scaling law. On the other hand, both sub-diffusion and super-diffusion can arise from the interplay of competing mechanisms, such as preferential flow, sorption, and velocity correlation. At last, some suggestions are provided for selecting the appropriate transport model, based on the physical mechanism analysis of real-world situations.</div></div>","PeriodicalId":20152,"journal":{"name":"Physica A: Statistical Mechanics and its Applications","volume":"679 ","pages":"Article 131011"},"PeriodicalIF":3.1000,"publicationDate":"2025-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Physical mechanism analysis of anomalous diffusion characterized by scaling law\",\"authors\":\"Nuo Xu , HongGuang Sun , Xiangnan Yu , Xiaoting Liu\",\"doi\":\"10.1016/j.physa.2025.131011\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>The scaling law of displacement variance serves as an important signature in identifying the characteristics of solute transport in heterogeneous media. However, classifying anomalous diffusion into sub-diffusion and super-diffusion based on scaling laws does not fully capture the underlying mechanisms of solute transport. We employ Continuous Time Random Walk (CTRW) and Spatial Markov Model (SMM) to capture various microscopic mechanisms and their corresponding displacement variance. A detailed analysis, illustrated by breakthrough curves and spatial snapshots, under fixed values of displacement variance scaling law, is performed to investigate the distinctions among given mechanisms. Analysis results show that the anomalous transport behavior driven by preferential flow, sorption and velocity correlation may have fundamental distinction under the same displacement variance scaling law. On the other hand, both sub-diffusion and super-diffusion can arise from the interplay of competing mechanisms, such as preferential flow, sorption, and velocity correlation. At last, some suggestions are provided for selecting the appropriate transport model, based on the physical mechanism analysis of real-world situations.</div></div>\",\"PeriodicalId\":20152,\"journal\":{\"name\":\"Physica A: Statistical Mechanics and its Applications\",\"volume\":\"679 \",\"pages\":\"Article 131011\"},\"PeriodicalIF\":3.1000,\"publicationDate\":\"2025-09-26\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Physica A: Statistical Mechanics and its Applications\",\"FirstCategoryId\":\"101\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0378437125006636\",\"RegionNum\":3,\"RegionCategory\":\"物理与天体物理\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"PHYSICS, MULTIDISCIPLINARY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Physica A: Statistical Mechanics and its Applications","FirstCategoryId":"101","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0378437125006636","RegionNum":3,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"PHYSICS, MULTIDISCIPLINARY","Score":null,"Total":0}
Physical mechanism analysis of anomalous diffusion characterized by scaling law
The scaling law of displacement variance serves as an important signature in identifying the characteristics of solute transport in heterogeneous media. However, classifying anomalous diffusion into sub-diffusion and super-diffusion based on scaling laws does not fully capture the underlying mechanisms of solute transport. We employ Continuous Time Random Walk (CTRW) and Spatial Markov Model (SMM) to capture various microscopic mechanisms and their corresponding displacement variance. A detailed analysis, illustrated by breakthrough curves and spatial snapshots, under fixed values of displacement variance scaling law, is performed to investigate the distinctions among given mechanisms. Analysis results show that the anomalous transport behavior driven by preferential flow, sorption and velocity correlation may have fundamental distinction under the same displacement variance scaling law. On the other hand, both sub-diffusion and super-diffusion can arise from the interplay of competing mechanisms, such as preferential flow, sorption, and velocity correlation. At last, some suggestions are provided for selecting the appropriate transport model, based on the physical mechanism analysis of real-world situations.
期刊介绍:
Physica A: Statistical Mechanics and its Applications
Recognized by the European Physical Society
Physica A publishes research in the field of statistical mechanics and its applications.
Statistical mechanics sets out to explain the behaviour of macroscopic systems by studying the statistical properties of their microscopic constituents.
Applications of the techniques of statistical mechanics are widespread, and include: applications to physical systems such as solids, liquids and gases; applications to chemical and biological systems (colloids, interfaces, complex fluids, polymers and biopolymers, cell physics); and other interdisciplinary applications to for instance biological, economical and sociological systems.