Correlações quânticas em sistemas críticos

Detalhes bibliográficos
Ano de defesa: 2015
Autor(a) principal: Nascimento , Andesson Brito lattes
Orientador(a): Céleri , Lucas Chibebe lattes
Banca de defesa: Céleri, Lucas Chibebe, Almeida, Agnaldo Rosa de, Almeida, Norton Gomes de
Tipo de documento: Dissertação
Tipo de acesso: Acesso aberto
Idioma: por
Instituição de defesa: Universidade Federal de Goiás
Programa de Pós-Graduação: Programa de Pós-graduação em Fisica (IF)
Departamento: Instituto de Física - IF (RG)
País: Brasil
Palavras-chave em Português:
Palavras-chave em Inglês:
Área do conhecimento CNPq:
Link de acesso: http://repositorio.bc.ufg.br/tede/handle/tede/4991
Resumo: Correlations are ubiquitous in nature and have played an extremely important role in human life for a long time. For example, in economy, correlations between price and demand are extremely important for a businessman (or even a government) to make decisions regarding their investment policy. In the field of biology, genetic correlations are central to follow individual characteristics. The relationship between income distribution and crime rate is just one example coming from the social sciences. Mathematically, correlation is a number that describes the degree of relationship between two variables. In the classical domain, this number can be computed in the context of information theory, developed by Shannon in 1948. Focusing on the subject of the present work, the discussion regarding the quantum nature of the correlations permeates physics since Einstein, Podolski and Rosen published their famous article criticizing quantum mechanics. Since then, the so-called quantum correlations have been shown to be a very important tool in the study of many-bodies physics. Another feature of many-body physics is that certain systems, under certain conditions, exhibit what we call quantum phase transition. Such transitions are analogous to the classical transitions, but being governed by purely quantum fluctuations and, as such, may occur at zero temperature, unlike the former, which are guided by thermal fluctuations. One of the main phenomenon that characterizes these transitions is the fact that the correlation length (defined between two subsystems of the global system) highly increases at the transition point. This means that such subsystems can be strongly correlated even if they are separated by a large distance. The main goal of the present work is the study of quantum correlations, specifically the entanglement and the local quantum uncertainty (LQU), in systems presenting one or more quantum phase transitions. Specifically, we consider three models of spin chains: 1) The XY and the XY T, which describes chains of spins- 1=2 —the second considering three spins interaction while the first one takes into account only pairwise interactions; 2) A model describing a chain formed by bosonic spins, i.e. particles with spin-1. As a general conclusion, quantum correlation provides a very powerful tool for the study of critical phenomena, providing, among other things, a means to identify a quantum phase transition.
id UFG_5a9e607edca5dbafc31a14205fc76c03
oai_identifier_str oai:repositorio.bc.ufg.br:tede/4991
network_acronym_str UFG
network_name_str Biblioteca Digital de Teses e Dissertações da UFG
repository_id_str
spelling Céleri , Lucas Chibebehttp://lattes.cnpq.br/6630683190018665Céleri, Lucas ChibebeAlmeida, Agnaldo Rosa deAlmeida, Norton Gomes dehttp://lattes.cnpq.br/2627207807532627Nascimento , Andesson Brito2015-12-04T06:59:29Z2015-07-24NASCIMENTO, A. B. Correlações quânticas em sistemas críticos. 2015. 90 f. Dissertação (Mestrado em Física) - Universidade Federal de Goiás, Goiânia, 2015.http://repositorio.bc.ufg.br/tede/handle/tede/4991Correlations are ubiquitous in nature and have played an extremely important role in human life for a long time. For example, in economy, correlations between price and demand are extremely important for a businessman (or even a government) to make decisions regarding their investment policy. In the field of biology, genetic correlations are central to follow individual characteristics. The relationship between income distribution and crime rate is just one example coming from the social sciences. Mathematically, correlation is a number that describes the degree of relationship between two variables. In the classical domain, this number can be computed in the context of information theory, developed by Shannon in 1948. Focusing on the subject of the present work, the discussion regarding the quantum nature of the correlations permeates physics since Einstein, Podolski and Rosen published their famous article criticizing quantum mechanics. Since then, the so-called quantum correlations have been shown to be a very important tool in the study of many-bodies physics. Another feature of many-body physics is that certain systems, under certain conditions, exhibit what we call quantum phase transition. Such transitions are analogous to the classical transitions, but being governed by purely quantum fluctuations and, as such, may occur at zero temperature, unlike the former, which are guided by thermal fluctuations. One of the main phenomenon that characterizes these transitions is the fact that the correlation length (defined between two subsystems of the global system) highly increases at the transition point. This means that such subsystems can be strongly correlated even if they are separated by a large distance. The main goal of the present work is the study of quantum correlations, specifically the entanglement and the local quantum uncertainty (LQU), in systems presenting one or more quantum phase transitions. Specifically, we consider three models of spin chains: 1) The XY and the XY T, which describes chains of spins- 1=2 —the second considering three spins interaction while the first one takes into account only pairwise interactions; 2) A model describing a chain formed by bosonic spins, i.e. particles with spin-1. As a general conclusion, quantum correlation provides a very powerful tool for the study of critical phenomena, providing, among other things, a means to identify a quantum phase transition.As correlações são onipresentes na natureza e têm desempenhado um papel extremamente importante na vida humana por um longo tempo. Por exemplo, na economia correlações entre oferta e demanda são extremamente importantes para um homem de negócios (ou mesmo para um governo) tomar decisões à respeito de sua política de investimento. No campo da biologia, correlações genéticas são fundamentais para seguirmos características individuais. A relação entre distribuição de renda e taxa de criminalidade é apenas um dos exemplo vindos das Ciências Sociais. De um modo geral, a correlação é uma quantidade que descreve o grau de relação entre duas variáveis. No domínio clássico, essa quantidade pode ser medida no âmbito da teoria da informação, desenvolvida por Shannon em 1948. Focando no assunto do presente trabalho, a discussão sobre a natureza quântica das correlações permeia a física desde que Einstein, Podolski e Rosen publicaram seu famoso artigo criticando a mecânica quântica. Desde então, as chamadas correlações quânticas têm se mostrado uma ferramenta muito importante no estudo da Física de muitos corpos. Outra característica da Física de muitos corpos é que certos sistemas, em certas condições, exibem o que chamamos de transição de fase quântica. Tais transições são análogas às transições clássicas, mas sendo governadas por flutuações de natureza puramente quântica, podendo ocorrer à temperatura zero, ao contrário das primeiras, que são guiadas por flutuações térmicas. Um dos principais fenômenos que caracterizam estas transições é o fato de que o comprimento de correlação (definido entre dois subsistemas do sistema global) torna-se de longo alcance no ponto de transição. Isso significa que tais subsistemas podem estar fortemente correlacionados mesmo estando separados por uma grande distância. O objetivo deste trabalho é o estudo de correlações quânticas, mais especificamente do emaranhamento e da incerteza local quântica (LQU), em cadeias de spin que apresentem uma ou mais transições quânticas de fase. Especificamente, estudamos três modelos de cadeias de spin: Os modelos XY e XY T, que são cadeias formadas por spins-1=2, sendo que o segundo considera interação entre três spins enquanto o primeiro somente entre pares; um modelo formado por partículas bosônicas de spin-1. Como conclusão geral, temos que as correlações quânticas fornecem uma ferramenta muito boa para o estudo de fenômenos críticos, oferecendo, entre outros, um meio de identificarmos uma transição quântica de fase.Submitted by Cláudia Bueno (claudiamoura18@gmail.com) on 2015-12-03T14:15:36Z No. of bitstreams: 2 Dissertação - Andesson Brito Nascimento - 2015.pdf: 4640566 bytes, checksum: dbcca8bfca43a95c51641cfa230b0285 (MD5) license_rdf: 23148 bytes, checksum: 9da0b6dfac957114c6a7714714b86306 (MD5)Approved for entry into archive by Luciana Ferreira (lucgeral@gmail.com) on 2015-12-04T06:59:29Z (GMT) No. of bitstreams: 2 Dissertação - Andesson Brito Nascimento - 2015.pdf: 4640566 bytes, checksum: dbcca8bfca43a95c51641cfa230b0285 (MD5) license_rdf: 23148 bytes, checksum: 9da0b6dfac957114c6a7714714b86306 (MD5)Made available in DSpace on 2015-12-04T06:59:29Z (GMT). No. of bitstreams: 2 Dissertação - Andesson Brito Nascimento - 2015.pdf: 4640566 bytes, checksum: dbcca8bfca43a95c51641cfa230b0285 (MD5) license_rdf: 23148 bytes, checksum: 9da0b6dfac957114c6a7714714b86306 (MD5) Previous issue date: 2015-07-24Coordenação de Aperfeiçoamento de Pessoal de Nível Superior - CAPESapplication/pdfporUniversidade Federal de GoiásPrograma de Pós-graduação em Fisica (IF)UFGBrasilInstituto de Física - IF (RG)http://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccessCorrelações quânticasSistemas críticosCadeia de spinQuantum correlationsCritical systemsSpin chainCIENCIAS EXATAS E DA TERRA::FISICACorrelações quânticas em sistemas críticosQuantum correlations in critical systemsinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesis3162138865744262028600600600600-4029658853652049306-83271462965037459292075167498588264571reponame:Biblioteca Digital de Teses e Dissertações da UFGinstname:Universidade Federal de Goiás (UFG)instacron:UFGORIGINALDissertação - Andesson Brito Nascimento - 2015.pdfDissertação - Andesson Brito Nascimento - 2015.pdfapplication/pdf4640566http://repositorio.bc.ufg.br/tede/bitstreams/fa42424f-559a-4826-bef0-ebeed038a448/downloaddbcca8bfca43a95c51641cfa230b0285MD55LICENSElicense.txtlicense.txttext/plain; charset=utf-82165http://repositorio.bc.ufg.br/tede/bitstreams/4c2a9407-7074-4cab-bb36-1ed75b12374d/downloadbd3efa91386c1718a7f26a329fdcb468MD51CC-LICENSElicense_urllicense_urltext/plain; charset=utf-849http://repositorio.bc.ufg.br/tede/bitstreams/1f06953d-068e-4555-9b7b-6c8c12ef25a6/download4afdbb8c545fd630ea7db775da747b2fMD52license_textlicense_texttext/html; charset=utf-821468http://repositorio.bc.ufg.br/tede/bitstreams/2dcdd4a3-3da4-44be-bb1f-8ee284c42568/downloadae2fe251842ade1134c5d9bb99b6eefeMD53license_rdflicense_rdfapplication/rdf+xml; charset=utf-823148http://repositorio.bc.ufg.br/tede/bitstreams/ec83d017-9da7-4856-be19-ecba014611be/download9da0b6dfac957114c6a7714714b86306MD54tede/49912015-12-04 04:59:29.709http://creativecommons.org/licenses/by-nc-nd/4.0/Acesso Abertoopen.accessoai:repositorio.bc.ufg.br:tede/4991http://repositorio.bc.ufg.br/tedeBiblioteca Digital de Teses e Dissertaçõeshttp://repositorio.bc.ufg.br/PUBhttps://repositorio.bc.ufg.br/tede_oai/requesttesesdissertacoes.bc@ufg.br ||tesesdissertacoes.bc@ufg.bropendoar:32082015-12-04T06:59:29Biblioteca Digital de Teses e Dissertações da UFG - Universidade Federal de Goiás (UFG)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
dc.title.por.fl_str_mv Correlações quânticas em sistemas críticos
dc.title.alternative.eng.fl_str_mv Quantum correlations in critical systems
title Correlações quânticas em sistemas críticos
spellingShingle Correlações quânticas em sistemas críticos
Nascimento , Andesson Brito
Correlações quânticas
Sistemas críticos
Cadeia de spin
Quantum correlations
Critical systems
Spin chain
CIENCIAS EXATAS E DA TERRA::FISICA
title_short Correlações quânticas em sistemas críticos
title_full Correlações quânticas em sistemas críticos
title_fullStr Correlações quânticas em sistemas críticos
title_full_unstemmed Correlações quânticas em sistemas críticos
title_sort Correlações quânticas em sistemas críticos
author Nascimento , Andesson Brito
author_facet Nascimento , Andesson Brito
author_role author
dc.contributor.advisor1.fl_str_mv Céleri , Lucas Chibebe
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/6630683190018665
dc.contributor.referee1.fl_str_mv Céleri, Lucas Chibebe
dc.contributor.referee2.fl_str_mv Almeida, Agnaldo Rosa de
dc.contributor.referee3.fl_str_mv Almeida, Norton Gomes de
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/2627207807532627
dc.contributor.author.fl_str_mv Nascimento , Andesson Brito
contributor_str_mv Céleri , Lucas Chibebe
Céleri, Lucas Chibebe
Almeida, Agnaldo Rosa de
Almeida, Norton Gomes de
dc.subject.por.fl_str_mv Correlações quânticas
Sistemas críticos
Cadeia de spin
topic Correlações quânticas
Sistemas críticos
Cadeia de spin
Quantum correlations
Critical systems
Spin chain
CIENCIAS EXATAS E DA TERRA::FISICA
dc.subject.eng.fl_str_mv Quantum correlations
Critical systems
Spin chain
dc.subject.cnpq.fl_str_mv CIENCIAS EXATAS E DA TERRA::FISICA
description Correlations are ubiquitous in nature and have played an extremely important role in human life for a long time. For example, in economy, correlations between price and demand are extremely important for a businessman (or even a government) to make decisions regarding their investment policy. In the field of biology, genetic correlations are central to follow individual characteristics. The relationship between income distribution and crime rate is just one example coming from the social sciences. Mathematically, correlation is a number that describes the degree of relationship between two variables. In the classical domain, this number can be computed in the context of information theory, developed by Shannon in 1948. Focusing on the subject of the present work, the discussion regarding the quantum nature of the correlations permeates physics since Einstein, Podolski and Rosen published their famous article criticizing quantum mechanics. Since then, the so-called quantum correlations have been shown to be a very important tool in the study of many-bodies physics. Another feature of many-body physics is that certain systems, under certain conditions, exhibit what we call quantum phase transition. Such transitions are analogous to the classical transitions, but being governed by purely quantum fluctuations and, as such, may occur at zero temperature, unlike the former, which are guided by thermal fluctuations. One of the main phenomenon that characterizes these transitions is the fact that the correlation length (defined between two subsystems of the global system) highly increases at the transition point. This means that such subsystems can be strongly correlated even if they are separated by a large distance. The main goal of the present work is the study of quantum correlations, specifically the entanglement and the local quantum uncertainty (LQU), in systems presenting one or more quantum phase transitions. Specifically, we consider three models of spin chains: 1) The XY and the XY T, which describes chains of spins- 1=2 —the second considering three spins interaction while the first one takes into account only pairwise interactions; 2) A model describing a chain formed by bosonic spins, i.e. particles with spin-1. As a general conclusion, quantum correlation provides a very powerful tool for the study of critical phenomena, providing, among other things, a means to identify a quantum phase transition.
publishDate 2015
dc.date.accessioned.fl_str_mv 2015-12-04T06:59:29Z
dc.date.issued.fl_str_mv 2015-07-24
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
format masterThesis
status_str publishedVersion
dc.identifier.citation.fl_str_mv NASCIMENTO, A. B. Correlações quânticas em sistemas críticos. 2015. 90 f. Dissertação (Mestrado em Física) - Universidade Federal de Goiás, Goiânia, 2015.
dc.identifier.uri.fl_str_mv http://repositorio.bc.ufg.br/tede/handle/tede/4991
identifier_str_mv NASCIMENTO, A. B. Correlações quânticas em sistemas críticos. 2015. 90 f. Dissertação (Mestrado em Física) - Universidade Federal de Goiás, Goiânia, 2015.
url http://repositorio.bc.ufg.br/tede/handle/tede/4991
dc.language.iso.fl_str_mv por
language por
dc.relation.program.fl_str_mv 3162138865744262028
dc.relation.confidence.fl_str_mv 600
600
600
600
dc.relation.department.fl_str_mv -4029658853652049306
dc.relation.cnpq.fl_str_mv -8327146296503745929
dc.relation.sponsorship.fl_str_mv 2075167498588264571
dc.rights.driver.fl_str_mv http://creativecommons.org/licenses/by-nc-nd/4.0/
info:eu-repo/semantics/openAccess
rights_invalid_str_mv http://creativecommons.org/licenses/by-nc-nd/4.0/
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidade Federal de Goiás
dc.publisher.program.fl_str_mv Programa de Pós-graduação em Fisica (IF)
dc.publisher.initials.fl_str_mv UFG
dc.publisher.country.fl_str_mv Brasil
dc.publisher.department.fl_str_mv Instituto de Física - IF (RG)
publisher.none.fl_str_mv Universidade Federal de Goiás
dc.source.none.fl_str_mv reponame:Biblioteca Digital de Teses e Dissertações da UFG
instname:Universidade Federal de Goiás (UFG)
instacron:UFG
instname_str Universidade Federal de Goiás (UFG)
instacron_str UFG
institution UFG
reponame_str Biblioteca Digital de Teses e Dissertações da UFG
collection Biblioteca Digital de Teses e Dissertações da UFG
bitstream.url.fl_str_mv http://repositorio.bc.ufg.br/tede/bitstreams/fa42424f-559a-4826-bef0-ebeed038a448/download
http://repositorio.bc.ufg.br/tede/bitstreams/4c2a9407-7074-4cab-bb36-1ed75b12374d/download
http://repositorio.bc.ufg.br/tede/bitstreams/1f06953d-068e-4555-9b7b-6c8c12ef25a6/download
http://repositorio.bc.ufg.br/tede/bitstreams/2dcdd4a3-3da4-44be-bb1f-8ee284c42568/download
http://repositorio.bc.ufg.br/tede/bitstreams/ec83d017-9da7-4856-be19-ecba014611be/download
bitstream.checksum.fl_str_mv dbcca8bfca43a95c51641cfa230b0285
bd3efa91386c1718a7f26a329fdcb468
4afdbb8c545fd630ea7db775da747b2f
ae2fe251842ade1134c5d9bb99b6eefe
9da0b6dfac957114c6a7714714b86306
bitstream.checksumAlgorithm.fl_str_mv MD5
MD5
MD5
MD5
MD5
repository.name.fl_str_mv Biblioteca Digital de Teses e Dissertações da UFG - Universidade Federal de Goiás (UFG)
repository.mail.fl_str_mv tesesdissertacoes.bc@ufg.br ||tesesdissertacoes.bc@ufg.br
_version_ 1797047721300852736