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Diffusive Limits of the Master Equation in Inhomogeneous Media

  • Luca Salasnich
  • Andrea Bonato
  • Fabio Sattin
Chapter
Part of the Understanding Complex Systems book series (UCS)

Abstract

Diffusion is the macroscopic manifestation of disordered molecular motion. Mathematically, diffusion equations are partial differential equations describing the fluid-like large-scale dynamics of parcels of molecules. Spatially inhomogeneous systems affect in a position-dependent way the average motion of molecules; thus, diffusion equations have to reflect somehow this fact within their structure. It is known since long that in this case an ambiguity arises: there are several ways of writing down diffusion equations containing space dependence within their parameters. These ways are all potentially valid but not necessarily equivalent, meaning that the different diffusion equations yield different solutions for the same data. The ambiguity can only be resolved at the microscopic level: a model for the stochastic dynamics of the individual molecules must be provided, and a well-defined diffusion equation then arises as the long-wavelength limit of this dynamics. In this work we introduce and employ the integro-differential Master Equation (ME) as a tool for describing the microscopic dynamics. We show that is possible to provide a parameterized version of the ME, in terms of a single numerical parameter (\(\alpha \)), such that the different expressions for the diffusive fluxes are recovered for different values of \(\alpha \). This work aims to fill a gap in the literature, where the ME was shown to deliver just one diffusive limit. In the second part of the paper some numerical computer models are introduced, both to support analytical considerations, and to extend the scope of the ME to more sophisticated scenarios, beyond the simplest \(\alpha \)-parameterization.

Keywords

Diffusion Master equation 

Notes

Acknowledgements

FS wishes to thank Prof. E. Bringuier and Prof. M. Baiesi for providing him with some of the literature quoted, Dr. D.F. Escande, Dr. S. Cappello, Dr. I. Predebon for reading drafts of this paper and Prof. G. Ryskin for interesting discussions about his proof. This project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement number 633053. The views and opinions expressed herein do not necessarily reflect those of the European Commission. LS thanks MIUR for partial support (PRIN Project 2010LLKJBX).

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Copyright information

© Springer International Publishing AG, part of Springer Nature 2018

Authors and Affiliations

  1. 1.Dipartimento di Fisica e Astronomia Galileo GalileiUniversitá di PadovaPadovaItaly
  2. 2.Consorzio RFX (CNR, ENEA, INFN, Universitá di Padova, Acciaierie Venete SPA)PadovaItaly

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