CoupledDipoles.jl: a Julia package for cold atoms
Autor(a) principal: | |
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Data de Publicação: | 2024 |
Tipo de documento: | Tese |
Idioma: | eng |
Título da fonte: | Biblioteca Digital de Teses e Dissertações da USP |
Texto Completo: | https://www.teses.usp.br/teses/disponiveis/76/76132/tde-26012024-114225/ |
Resumo: | Modern physics includes theoretical, experimental, and numerical approaches that often overlap. One such field exemplifying this integration is Cold Atoms, which has witnessed a surge in intriguing discoveries over the past few decades. Not surprisingly, its numerical aspects, such as convergences tolerances, or fastest algorithms, have been largely absent from the literature, with the prevailing notion that equations can be effortlessly solved using conventional techniques. This perception, however, cannot align with reality. Computer simulations in this field have boundaries that are not documented and can affect physical outcomes, but pinpointing them is challenging. We introduce CoupledDipoles.jl, a specialized Julia Package designed for simulating interacting cold atoms through various mathematical models. Our package offers a flexible infrastructure that allows for different models (e.g. 2D models, where the effective physics is constraint into a plane) to be incorporated and, in addition, brings guarantees that its core methods have optimal performance. By addressing this unconventional gap in the literature, we aim to shed light on the numerical methods in the field, often overlooked, providing a valuable resource for both newcomers seeking an entry point and experts aiming to enhance their productivity in this domain. |
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CoupledDipoles.jl: a Julia package for cold atomsCoupledDipoles.jl: um pacote Julia para átomos friosAtomos friosCold atomsCoupled dipolesDipolos acopladosJulia languageLinguagem JuliaModern physics includes theoretical, experimental, and numerical approaches that often overlap. One such field exemplifying this integration is Cold Atoms, which has witnessed a surge in intriguing discoveries over the past few decades. Not surprisingly, its numerical aspects, such as convergences tolerances, or fastest algorithms, have been largely absent from the literature, with the prevailing notion that equations can be effortlessly solved using conventional techniques. This perception, however, cannot align with reality. Computer simulations in this field have boundaries that are not documented and can affect physical outcomes, but pinpointing them is challenging. We introduce CoupledDipoles.jl, a specialized Julia Package designed for simulating interacting cold atoms through various mathematical models. Our package offers a flexible infrastructure that allows for different models (e.g. 2D models, where the effective physics is constraint into a plane) to be incorporated and, in addition, brings guarantees that its core methods have optimal performance. By addressing this unconventional gap in the literature, we aim to shed light on the numerical methods in the field, often overlooked, providing a valuable resource for both newcomers seeking an entry point and experts aiming to enhance their productivity in this domain.A física moderna inclui abordagens teóricas, experimentais e numéricas que frequentemente se sobrepõem. Um campo que exemplifica essa integração é o dos Átomos Frios, visto que testemunhou um aumento de descobertas intrigantes nas últimas décadas. Não é surpreendente que seus aspectos numéricos, como tolerâncias de convergência ou algoritmos mais rápidos, tenham estado em grande parte ausentes na literatura, com a noção predominante de que equações podem ser facilmente resolvidas usando técnicas convencionais. No entanto, essa percepção não condiz com a realidade. As simulações computacionais nesse campo têm limites que não estão documentados e podem afetar os resultados físicos, mas identificá-los é desafiador. Apresentamos o CoupledDipoles.jl, um pacote escrito Julia especializado projetado para simular átomos frios interagindo por meio de vários modelos matemáticos. Nosso pacote oferece uma infraestrutura flexível que permite a incorporação de diferentes modelos (por exemplo, modelos 2D, nos quais a física efetiva é limitada a um plano) e, além disso, garante que seus métodos principais tenham desempenho ótimo. Ao abordar essa lacuna não convencional na literatura, pretendemos esclarecer os métodos numéricos no campo, frequentemente negligenciados, fornecendo um recurso valioso tanto para iniciantes que buscam um ponto de entrada quanto para especialistas que desejam aprimorar sua produtividade nesse domínio.Biblioteca Digitais de Teses e Dissertações da USPBachelard, Romain Pierre MarcelMoreira, Noel Araujo2024-01-10info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/doctoralThesisapplication/pdfhttps://www.teses.usp.br/teses/disponiveis/76/76132/tde-26012024-114225/reponame:Biblioteca Digital de Teses e Dissertações da USPinstname:Universidade de São Paulo (USP)instacron:USPLiberar o conteúdo para acesso público.info:eu-repo/semantics/openAccesseng2024-01-26T16:55:03Zoai:teses.usp.br:tde-26012024-114225Biblioteca Digital de Teses e Dissertaçõeshttp://www.teses.usp.br/PUBhttp://www.teses.usp.br/cgi-bin/mtd2br.plvirginia@if.usp.br|| atendimento@aguia.usp.br||virginia@if.usp.bropendoar:27212024-01-26T16:55:03Biblioteca Digital de Teses e Dissertações da USP - Universidade de São Paulo (USP)false |
dc.title.none.fl_str_mv |
CoupledDipoles.jl: a Julia package for cold atoms CoupledDipoles.jl: um pacote Julia para átomos frios |
title |
CoupledDipoles.jl: a Julia package for cold atoms |
spellingShingle |
CoupledDipoles.jl: a Julia package for cold atoms Moreira, Noel Araujo Atomos frios Cold atoms Coupled dipoles Dipolos acoplados Julia language Linguagem Julia |
title_short |
CoupledDipoles.jl: a Julia package for cold atoms |
title_full |
CoupledDipoles.jl: a Julia package for cold atoms |
title_fullStr |
CoupledDipoles.jl: a Julia package for cold atoms |
title_full_unstemmed |
CoupledDipoles.jl: a Julia package for cold atoms |
title_sort |
CoupledDipoles.jl: a Julia package for cold atoms |
author |
Moreira, Noel Araujo |
author_facet |
Moreira, Noel Araujo |
author_role |
author |
dc.contributor.none.fl_str_mv |
Bachelard, Romain Pierre Marcel |
dc.contributor.author.fl_str_mv |
Moreira, Noel Araujo |
dc.subject.por.fl_str_mv |
Atomos frios Cold atoms Coupled dipoles Dipolos acoplados Julia language Linguagem Julia |
topic |
Atomos frios Cold atoms Coupled dipoles Dipolos acoplados Julia language Linguagem Julia |
description |
Modern physics includes theoretical, experimental, and numerical approaches that often overlap. One such field exemplifying this integration is Cold Atoms, which has witnessed a surge in intriguing discoveries over the past few decades. Not surprisingly, its numerical aspects, such as convergences tolerances, or fastest algorithms, have been largely absent from the literature, with the prevailing notion that equations can be effortlessly solved using conventional techniques. This perception, however, cannot align with reality. Computer simulations in this field have boundaries that are not documented and can affect physical outcomes, but pinpointing them is challenging. We introduce CoupledDipoles.jl, a specialized Julia Package designed for simulating interacting cold atoms through various mathematical models. Our package offers a flexible infrastructure that allows for different models (e.g. 2D models, where the effective physics is constraint into a plane) to be incorporated and, in addition, brings guarantees that its core methods have optimal performance. By addressing this unconventional gap in the literature, we aim to shed light on the numerical methods in the field, often overlooked, providing a valuable resource for both newcomers seeking an entry point and experts aiming to enhance their productivity in this domain. |
publishDate |
2024 |
dc.date.none.fl_str_mv |
2024-01-10 |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/doctoralThesis |
format |
doctoralThesis |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
https://www.teses.usp.br/teses/disponiveis/76/76132/tde-26012024-114225/ |
url |
https://www.teses.usp.br/teses/disponiveis/76/76132/tde-26012024-114225/ |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
|
dc.rights.driver.fl_str_mv |
Liberar o conteúdo para acesso público. info:eu-repo/semantics/openAccess |
rights_invalid_str_mv |
Liberar o conteúdo para acesso público. |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf |
dc.coverage.none.fl_str_mv |
|
dc.publisher.none.fl_str_mv |
Biblioteca Digitais de Teses e Dissertações da USP |
publisher.none.fl_str_mv |
Biblioteca Digitais de Teses e Dissertações da USP |
dc.source.none.fl_str_mv |
reponame:Biblioteca Digital de Teses e Dissertações da USP instname:Universidade de São Paulo (USP) instacron:USP |
instname_str |
Universidade de São Paulo (USP) |
instacron_str |
USP |
institution |
USP |
reponame_str |
Biblioteca Digital de Teses e Dissertações da USP |
collection |
Biblioteca Digital de Teses e Dissertações da USP |
repository.name.fl_str_mv |
Biblioteca Digital de Teses e Dissertações da USP - Universidade de São Paulo (USP) |
repository.mail.fl_str_mv |
virginia@if.usp.br|| atendimento@aguia.usp.br||virginia@if.usp.br |
_version_ |
1815257349964693504 |