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Random Walks, Random Fields, and Disordered Systems / by Anton Bovier, David Brydges, Amin Coja-Oghlan, Dmitry Ioffe, Gregory F. Lawler ; edited by Marek Biskup, Jiří Černý, Roman Kotecký
(Lecture Notes in Mathematics. ISSN:16179692 ; 2144)

1st ed. 2015.
出版者 (Cham : Springer International Publishing : Imprint: Springer)
出版年 2015
大きさ XIII, 239 p. 14 illus., 3 illus. in color : online resource
著者標目 *Bovier, Anton author
Brydges, David author
Coja-Oghlan, Amin author
Ioffe, Dmitry author
Lawler, Gregory F author
Biskup, Marek editor
Černý, Jiří editor
Kotecký, Roman editor
SpringerLink (Online service)
件 名 LCSH:Mathematical physics
LCSH:Condensed matter
LCSH:Computer science—Mathematics
LCSH:Mathematical statistics
LCSH:Discrete mathematics
LCSH:Probabilities
FREE:Mathematical Physics
FREE:Phase Transitions and Multiphase Systems
FREE:Probability and Statistics in Computer Science
FREE:Discrete Mathematics
FREE:Probability Theory
一般注記 Anton Bovier: From spin glasses to branching Brownian motion – and back? -- David Brydges: The Renormalization Group and Self-AvoidingWalk -- Amin Coja-Oghlan: Phase Transitions in Discrete Structures -- Dmitry Ioffe: Multidimensional Random Polymers : A Renewal Approach -- Gregory F. Lawler and Jacob Perlman: Loop measures and the Gaussian free field
Focusing on the mathematics that lies at the intersection of probability theory, statistical physics, combinatorics and computer science, this volume collects together lecture notes on recent developments in the area. The common ground of these subjects is perhaps best described by the three terms in the title: Random Walks, Random Fields and Disordered Systems. The specific topics covered include a study of Branching Brownian Motion from the perspective of disordered (spin-glass) systems, a detailed analysis of weakly self-avoiding random walks in four spatial dimensions via methods of field theory and the renormalization group, a study of phase transitions in disordered discrete structures using a rigorous version of the cavity method, a survey of recent work on interacting polymers in the ballisticity regime and, finally, a treatise on two-dimensional loop-soup models and their connection to conformally invariant systems and the Gaussian Free Field. The notes are aimed at early graduate students with a modest background in probability and mathematical physics, although they could also be enjoyed by seasoned researchers interested in learning about recent advances in the above fields
HTTP:URL=https://doi.org/10.1007/978-3-319-19339-7
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Springer eBooks 9783319193397
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データ種別 電子ブック
分 類 LCC:QC19.2-20.85
DC23:530.15
書誌ID 4000115475
ISBN 9783319193397

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