Exploration of Schramm Loewner evolution in coastlines and invasion percolation trees

Detalhes bibliográficos
Ano de defesa: 2025
Autor(a) principal: Abril, Leidy Milena Leal
Orientador(a): Herrmann, Hans Jürgen
Banca de defesa: Não Informado pela instituição
Tipo de documento: Tese
Tipo de acesso: Acesso aberto
Idioma: eng
Instituição de defesa: Não Informado pela instituição
Programa de Pós-Graduação: Não Informado pela instituição
Departamento: Não Informado pela instituição
País: Não Informado pela instituição
Área do conhecimento CNPq:
Link de acesso: http://repositorio.ufc.br/handle/riufc/80849
Resumo: The Schramm–Loewner Evolution (SLE) provides a rigorous framework for characterizing the scaling limits of fractal curves, encoding their geometric properties through the diffusion parameter of a Brownian motion and enabling a universal classification of stochastic growth processes. In this work, we explore SLE in two distinct classes of geometric structures: coastlines and nontrapping invasion percolation trees. For coastlines, we investigate their fractal properties by analyzing the roughness and fractal dimensions of isoheight lines in both real and artificial landscapes. Through rigorous numerical tests, we show that coastlines violate SLE, as evidenced by the nonconvergence of the diffusion parameters. For tree-like structures, we explore SLE in the context of branching processes, focusing on trees generated by nontrapping invasion percolation (NTIP). We examine three strategies for exploring trees: NTIP itself, Depth-First Search (DFS), and Breadth-First Search (BFS). We focus on the statistics of the corresponding driving functions, revealing their non-Brownian behavior and lack of conformal invariance. We also address the inverse problem of reconstructing tree-like structures from driving functions, achieving accurate reconstructions of sites using BFS and NTIP. These results contribute to advancing our understanding of SLE’s applicability to complex natural and artificial structures, highlighting its limitations in description and suggesting potential generalizations.
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spelling Abril, Leidy Milena LealHerrmann, Hans Jürgen2025-05-14T13:26:46Z2025-05-14T13:26:46Z2025ABRIL, L. M. L. Exploration of Schramm Loewner evolution in coastlines and invasion percolation trees. Tese (Doutorado em Física: Física da Matéria Condensada) - Centro de Ciências, Universidade Federal do Ceará, Fortaleza, 2025.http://repositorio.ufc.br/handle/riufc/80849The Schramm–Loewner Evolution (SLE) provides a rigorous framework for characterizing the scaling limits of fractal curves, encoding their geometric properties through the diffusion parameter of a Brownian motion and enabling a universal classification of stochastic growth processes. In this work, we explore SLE in two distinct classes of geometric structures: coastlines and nontrapping invasion percolation trees. For coastlines, we investigate their fractal properties by analyzing the roughness and fractal dimensions of isoheight lines in both real and artificial landscapes. Through rigorous numerical tests, we show that coastlines violate SLE, as evidenced by the nonconvergence of the diffusion parameters. For tree-like structures, we explore SLE in the context of branching processes, focusing on trees generated by nontrapping invasion percolation (NTIP). We examine three strategies for exploring trees: NTIP itself, Depth-First Search (DFS), and Breadth-First Search (BFS). We focus on the statistics of the corresponding driving functions, revealing their non-Brownian behavior and lack of conformal invariance. We also address the inverse problem of reconstructing tree-like structures from driving functions, achieving accurate reconstructions of sites using BFS and NTIP. These results contribute to advancing our understanding of SLE’s applicability to complex natural and artificial structures, highlighting its limitations in description and suggesting potential generalizations.A Evolução de Schramm–Loewner (SLE) fornece uma estrutura matemática rigorosa para caracterizar os limites de escala de curvas fractais, codificando suas propriedades geométricas por meio do parâmetro de difusão de um movimento browniano e permitindo uma classificação universal de processos de crescimento estocástico. Neste trabalho, exploramos a SLE em duas classes distintas de estruturas geométricas: linhas costeiras e árvores de percolação por invasão não aprisionante. Para as linhas costeiras, investigamos suas propriedades fractais, analisando a rugosidade e as dimensões fractais das linhas de isoaltura em paisagens reais e artificiais. Por meio de testes numéricos rigorosos, mostramos que as linhas costeiras violam a SLE, como evidenciado pela não convergência dos parâmetros de difusão. Para estruturas em forma de árvore, exploramos a SLE no contexto de processos de ramificação, com foco em árvores geradas por percolação por invasão não aprisionante (NTIP). Examinamos três estratégias para explorar árvores: o próprio NTIP, a Busca em Profundidade (DFS) e a Busca em Largura (BFS). Focamos nas estatísticas das funções motoras correspondentes, revelando seu comportamento não browniano e a ausência de invariância conforme. Também abordamos o problema inverso de reconstrução de estruturas arbóreas a partir das funções motoras, obtendo reconstruções precisas de sítios usando BFS e NTIP. Esses resultados contribuem para o avanço da nossa compreensão sobre a aplicabilidade da SLE a estruturas naturais e artificiais complexas, destacando suas limitações na descrição e sugerindo possíveis generalizações.ABRIL, L. M. L. Exploration of Schramm Loewner evolution in coastlines and invasion percolation trees. Tese (Doutorado em Física: Física da Matéria Condensada) - Centro de Ciências, Universidade Federal do Ceará, Fortaleza, 2025.Exploration of Schramm Loewner evolution in coastlines and invasion percolation treesExploration of Schramm Loewner evolution in coastlines and invasion percolation treesinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/doctoralThesisEvolução de Schramm–LoewnerInvariância conformeLinhas costeirasÁrvore de percolação por invasãoUniversalidadeSchramm Loewner evolutionConformal invarianceCoastlinesInvasion percolation treeUniversalityCNPQ::CIENCIAS EXATAS E DA TERRA::FISICA::FISICA DA MATERIA CONDENSADAinfo:eu-repo/semantics/openAccessengreponame:Repositório Institucional da Universidade Federal do Ceará (UFC)instname:Universidade Federal do Ceará (UFC)instacron:UFC2025ORIGINAL2025_tese_lmlealabril.pdf2025_tese_lmlealabril.pdfapplication/pdf17536143http://repositorio.ufc.br/bitstream/riufc/80849/5/2025_tese_lmlealabril.pdfb7575f7e400f09c271c37c3e4fe431f7MD55LICENSElicense.txtlicense.txttext/plain; charset=utf-81748http://repositorio.ufc.br/bitstream/riufc/80849/6/license.txt8a4605be74aa9ea9d79846c1fba20a33MD56riufc/808492025-05-14 10:26:49.131oai:repositorio.ufc.br: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Repositório InstitucionalPUBhttp://www.repositorio.ufc.br/ri-oai/requestbu@ufc.br || repositorio@ufc.bropendoar:2025-05-14T13:26:49Repositório Institucional da Universidade Federal do Ceará (UFC) - Universidade Federal do Ceará (UFC)false
dc.title.pt_BR.fl_str_mv Exploration of Schramm Loewner evolution in coastlines and invasion percolation trees
dc.title.en.pt_BR.fl_str_mv Exploration of Schramm Loewner evolution in coastlines and invasion percolation trees
title Exploration of Schramm Loewner evolution in coastlines and invasion percolation trees
spellingShingle Exploration of Schramm Loewner evolution in coastlines and invasion percolation trees
Abril, Leidy Milena Leal
CNPQ::CIENCIAS EXATAS E DA TERRA::FISICA::FISICA DA MATERIA CONDENSADA
Evolução de Schramm–Loewner
Invariância conforme
Linhas costeiras
Árvore de percolação por invasão
Universalidade
Schramm Loewner evolution
Conformal invariance
Coastlines
Invasion percolation tree
Universality
title_short Exploration of Schramm Loewner evolution in coastlines and invasion percolation trees
title_full Exploration of Schramm Loewner evolution in coastlines and invasion percolation trees
title_fullStr Exploration of Schramm Loewner evolution in coastlines and invasion percolation trees
title_full_unstemmed Exploration of Schramm Loewner evolution in coastlines and invasion percolation trees
title_sort Exploration of Schramm Loewner evolution in coastlines and invasion percolation trees
author Abril, Leidy Milena Leal
author_facet Abril, Leidy Milena Leal
author_role author
dc.contributor.author.fl_str_mv Abril, Leidy Milena Leal
dc.contributor.advisor1.fl_str_mv Herrmann, Hans Jürgen
contributor_str_mv Herrmann, Hans Jürgen
dc.subject.cnpq.fl_str_mv CNPQ::CIENCIAS EXATAS E DA TERRA::FISICA::FISICA DA MATERIA CONDENSADA
topic CNPQ::CIENCIAS EXATAS E DA TERRA::FISICA::FISICA DA MATERIA CONDENSADA
Evolução de Schramm–Loewner
Invariância conforme
Linhas costeiras
Árvore de percolação por invasão
Universalidade
Schramm Loewner evolution
Conformal invariance
Coastlines
Invasion percolation tree
Universality
dc.subject.ptbr.pt_BR.fl_str_mv Evolução de Schramm–Loewner
Invariância conforme
Linhas costeiras
Árvore de percolação por invasão
Universalidade
dc.subject.en.pt_BR.fl_str_mv Schramm Loewner evolution
Conformal invariance
Coastlines
Invasion percolation tree
Universality
description The Schramm–Loewner Evolution (SLE) provides a rigorous framework for characterizing the scaling limits of fractal curves, encoding their geometric properties through the diffusion parameter of a Brownian motion and enabling a universal classification of stochastic growth processes. In this work, we explore SLE in two distinct classes of geometric structures: coastlines and nontrapping invasion percolation trees. For coastlines, we investigate their fractal properties by analyzing the roughness and fractal dimensions of isoheight lines in both real and artificial landscapes. Through rigorous numerical tests, we show that coastlines violate SLE, as evidenced by the nonconvergence of the diffusion parameters. For tree-like structures, we explore SLE in the context of branching processes, focusing on trees generated by nontrapping invasion percolation (NTIP). We examine three strategies for exploring trees: NTIP itself, Depth-First Search (DFS), and Breadth-First Search (BFS). We focus on the statistics of the corresponding driving functions, revealing their non-Brownian behavior and lack of conformal invariance. We also address the inverse problem of reconstructing tree-like structures from driving functions, achieving accurate reconstructions of sites using BFS and NTIP. These results contribute to advancing our understanding of SLE’s applicability to complex natural and artificial structures, highlighting its limitations in description and suggesting potential generalizations.
publishDate 2025
dc.date.accessioned.fl_str_mv 2025-05-14T13:26:46Z
dc.date.available.fl_str_mv 2025-05-14T13:26:46Z
dc.date.issued.fl_str_mv 2025
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/doctoralThesis
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status_str publishedVersion
dc.identifier.citation.fl_str_mv ABRIL, L. M. L. Exploration of Schramm Loewner evolution in coastlines and invasion percolation trees. Tese (Doutorado em Física: Física da Matéria Condensada) - Centro de Ciências, Universidade Federal do Ceará, Fortaleza, 2025.
dc.identifier.uri.fl_str_mv http://repositorio.ufc.br/handle/riufc/80849
identifier_str_mv ABRIL, L. M. L. Exploration of Schramm Loewner evolution in coastlines and invasion percolation trees. Tese (Doutorado em Física: Física da Matéria Condensada) - Centro de Ciências, Universidade Federal do Ceará, Fortaleza, 2025.
url http://repositorio.ufc.br/handle/riufc/80849
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.source.none.fl_str_mv reponame:Repositório Institucional da Universidade Federal do Ceará (UFC)
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institution UFC
reponame_str Repositório Institucional da Universidade Federal do Ceará (UFC)
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