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Heat kernel method and its applications

The heart of the book is the development of a short-time asymptotic expansion for the heat kernel. This is explained in detail and explicit examples of some advanced calculations are given. In addition some advanced methods and extensions, including path integrals, jump diffusion and others are pres...

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Detalles Bibliográficos
Autor principal: Avramidi, Ivan G
Lenguaje:eng
Publicado: Springer 2015
Materias:
Acceso en línea:https://dx.doi.org/10.1007/978-3-319-26266-6
http://cds.cern.ch/record/2112916
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author Avramidi, Ivan G
author_facet Avramidi, Ivan G
author_sort Avramidi, Ivan G
collection CERN
description The heart of the book is the development of a short-time asymptotic expansion for the heat kernel. This is explained in detail and explicit examples of some advanced calculations are given. In addition some advanced methods and extensions, including path integrals, jump diffusion and others are presented. The book consists of four parts: Analysis, Geometry, Perturbations and Applications. The first part shortly reviews of some background material and gives an introduction to PDEs. The second part is devoted to a short introduction to various aspects of differential geometry that will be needed later. The third part and heart of the book presents a systematic development of effective methods for various approximation schemes for parabolic differential equations. The last part is devoted to applications in financial mathematics, in particular, stochastic differential equations. Although this book is intended for advanced undergraduate or beginning graduate students in, it should also provide a useful reference for professional physicists, applied mathematicians as well as quantitative analysts with an interest in PDEs.
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spelling cern-21129162021-04-21T20:00:33Zdoi:10.1007/978-3-319-26266-6http://cds.cern.ch/record/2112916engAvramidi, Ivan GHeat kernel method and its applicationsMathematical Physics and MathematicsThe heart of the book is the development of a short-time asymptotic expansion for the heat kernel. This is explained in detail and explicit examples of some advanced calculations are given. In addition some advanced methods and extensions, including path integrals, jump diffusion and others are presented. The book consists of four parts: Analysis, Geometry, Perturbations and Applications. The first part shortly reviews of some background material and gives an introduction to PDEs. The second part is devoted to a short introduction to various aspects of differential geometry that will be needed later. The third part and heart of the book presents a systematic development of effective methods for various approximation schemes for parabolic differential equations. The last part is devoted to applications in financial mathematics, in particular, stochastic differential equations. Although this book is intended for advanced undergraduate or beginning graduate students in, it should also provide a useful reference for professional physicists, applied mathematicians as well as quantitative analysts with an interest in PDEs.Springeroai:cds.cern.ch:21129162015
spellingShingle Mathematical Physics and Mathematics
Avramidi, Ivan G
Heat kernel method and its applications
title Heat kernel method and its applications
title_full Heat kernel method and its applications
title_fullStr Heat kernel method and its applications
title_full_unstemmed Heat kernel method and its applications
title_short Heat kernel method and its applications
title_sort heat kernel method and its applications
topic Mathematical Physics and Mathematics
url https://dx.doi.org/10.1007/978-3-319-26266-6
http://cds.cern.ch/record/2112916
work_keys_str_mv AT avramidiivang heatkernelmethodanditsapplications