{"title":"打破布朗障碍:复杂流体中的分子扩散模型与表现形式","authors":"Harish Srinivasan, V. K. Sharma, S. Mitra","doi":"arxiv-2409.04199","DOIUrl":null,"url":null,"abstract":"Over a century ago, Einstein formulated a precise mathematical model for\ndescribing Brownian motion. While this model adequately explains the diffusion\nof micron-sized particles in fluids, its limitations become apparent when\napplied to molecular self-diffusion in fluids. The foundational principles of\nGaussianity and Markovianity, central to the Brownian diffusion paradigm, are\ninsufficient for describing molecular diffusion, particularly in complex fluids\ncharacterized by intricate intermolecular interactions and hindered relaxation\nprocesses. This perspective delves into the nuanced behavior observed in\ndiverse complex fluids, including molecular self-assembly, deep eutectic\nsolvents, and ionic liquids, with a specific focus on modeling self-diffusion\nwithin these media. We explore the potential of extending diffusion models to\nincorporate non-Gaussian and non-Markovian effects by augmenting the Brownian\nmodel using non-local diffusion equations. Further, we validate the\napplicability of these models by utilizing them to describe results from\nquasielastic neutron scattering and MD simulations.","PeriodicalId":501520,"journal":{"name":"arXiv - PHYS - Statistical Mechanics","volume":"2012 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-09-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Breaking the Brownian Barrier: Models and Manifestations of Molecular Diffusion in Complex Fluids\",\"authors\":\"Harish Srinivasan, V. K. Sharma, S. Mitra\",\"doi\":\"arxiv-2409.04199\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Over a century ago, Einstein formulated a precise mathematical model for\\ndescribing Brownian motion. While this model adequately explains the diffusion\\nof micron-sized particles in fluids, its limitations become apparent when\\napplied to molecular self-diffusion in fluids. The foundational principles of\\nGaussianity and Markovianity, central to the Brownian diffusion paradigm, are\\ninsufficient for describing molecular diffusion, particularly in complex fluids\\ncharacterized by intricate intermolecular interactions and hindered relaxation\\nprocesses. This perspective delves into the nuanced behavior observed in\\ndiverse complex fluids, including molecular self-assembly, deep eutectic\\nsolvents, and ionic liquids, with a specific focus on modeling self-diffusion\\nwithin these media. We explore the potential of extending diffusion models to\\nincorporate non-Gaussian and non-Markovian effects by augmenting the Brownian\\nmodel using non-local diffusion equations. Further, we validate the\\napplicability of these models by utilizing them to describe results from\\nquasielastic neutron scattering and MD simulations.\",\"PeriodicalId\":501520,\"journal\":{\"name\":\"arXiv - PHYS - Statistical Mechanics\",\"volume\":\"2012 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-09-06\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"arXiv - PHYS - Statistical Mechanics\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/arxiv-2409.04199\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"arXiv - PHYS - Statistical Mechanics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/arxiv-2409.04199","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Breaking the Brownian Barrier: Models and Manifestations of Molecular Diffusion in Complex Fluids
Over a century ago, Einstein formulated a precise mathematical model for
describing Brownian motion. While this model adequately explains the diffusion
of micron-sized particles in fluids, its limitations become apparent when
applied to molecular self-diffusion in fluids. The foundational principles of
Gaussianity and Markovianity, central to the Brownian diffusion paradigm, are
insufficient for describing molecular diffusion, particularly in complex fluids
characterized by intricate intermolecular interactions and hindered relaxation
processes. This perspective delves into the nuanced behavior observed in
diverse complex fluids, including molecular self-assembly, deep eutectic
solvents, and ionic liquids, with a specific focus on modeling self-diffusion
within these media. We explore the potential of extending diffusion models to
incorporate non-Gaussian and non-Markovian effects by augmenting the Brownian
model using non-local diffusion equations. Further, we validate the
applicability of these models by utilizing them to describe results from
quasielastic neutron scattering and MD simulations.