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Ecole d'été de probabilités de Saint-Flour XL

In these lecture notes, we will analyze the behavior of random walk on disordered media by means of both probabilistic and analytic methods, and will study the scaling limits. We will focus on the discrete potential theory and how the theory is effectively used in the analysis of disordered media. T...

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Detalles Bibliográficos
Autor principal: Kumagai, Takashi
Lenguaje:eng
Publicado: Springer 2014
Materias:
Acceso en línea:https://dx.doi.org/10.1007/978-3-319-03152-1
http://cds.cern.ch/record/1695896
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author Kumagai, Takashi
author_facet Kumagai, Takashi
author_sort Kumagai, Takashi
collection CERN
description In these lecture notes, we will analyze the behavior of random walk on disordered media by means of both probabilistic and analytic methods, and will study the scaling limits. We will focus on the discrete potential theory and how the theory is effectively used in the analysis of disordered media. The first few chapters of the notes can be used as an introduction to discrete potential theory.   Recently, there has been significant progress on the theory of random walk on disordered media such as fractals and random media. Random walk on a percolation cluster (‘the ant in the labyrinth’) is one of the typical examples. In 1986, H. Kesten showed the anomalous behavior of a random walk on a percolation cluster at critical probability. Partly motivated by this work, analysis and diffusion processes on fractals have been developed since the late eighties. As a result, various new methods have been produced to estimate heat kernels on disordered media. These developments are summarized in the notes
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spelling cern-16958962021-04-25T16:39:44Zdoi:10.1007/978-3-319-03152-1http://cds.cern.ch/record/1695896engKumagai, TakashiEcole d'été de probabilités de Saint-Flour XLMathematical Physics and MathematicsIn these lecture notes, we will analyze the behavior of random walk on disordered media by means of both probabilistic and analytic methods, and will study the scaling limits. We will focus on the discrete potential theory and how the theory is effectively used in the analysis of disordered media. The first few chapters of the notes can be used as an introduction to discrete potential theory.   Recently, there has been significant progress on the theory of random walk on disordered media such as fractals and random media. Random walk on a percolation cluster (‘the ant in the labyrinth’) is one of the typical examples. In 1986, H. Kesten showed the anomalous behavior of a random walk on a percolation cluster at critical probability. Partly motivated by this work, analysis and diffusion processes on fractals have been developed since the late eighties. As a result, various new methods have been produced to estimate heat kernels on disordered media. These developments are summarized in the notesSpringeroai:cds.cern.ch:16958962014
spellingShingle Mathematical Physics and Mathematics
Kumagai, Takashi
Ecole d'été de probabilités de Saint-Flour XL
title Ecole d'été de probabilités de Saint-Flour XL
title_full Ecole d'été de probabilités de Saint-Flour XL
title_fullStr Ecole d'été de probabilités de Saint-Flour XL
title_full_unstemmed Ecole d'été de probabilités de Saint-Flour XL
title_short Ecole d'été de probabilités de Saint-Flour XL
title_sort ecole d'été de probabilités de saint-flour xl
topic Mathematical Physics and Mathematics
url https://dx.doi.org/10.1007/978-3-319-03152-1
http://cds.cern.ch/record/1695896
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