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Simulation of the nucleation of the precipitate Al3Sc in an aluminum scandium alloy using the kinetic monte carlo method

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Resumo:This paper describes the simulation of the phenomenon of nucleation of the precipitate Al3Sc in an Aluminum Scandium alloy using the kinetic Monte Carlo (kMC) method and the density-based clustering with noise (DBSCAN) method to filter the simulation data. To conduct this task, kMC and DBSCAN algorithms were implemented in C language. The study covers a range of temperatures, concentrations, and dimensions, going from 573K to 873K, 0.25% to 5%, and 50x50x50 to 100x100x100. The Al3Sc precipitation was successfully simulated at the atomistic scale. DBSCAN revealed to be a valorous aid to identify the precipitates. The achieved results are in good agreement with those reported in the literature, but we went deeper in the evaluation of the influence of all the simulation and analysis parameters.
Autores principais:Moura, Alfredo de
Outros Autores:Esteves, António
Ano:2013
País:Portugal
Tipo de documento:comunicação em conferência
Tipo de acesso:acesso aberto
Instituição associada:Universidade do Minho
Idioma:inglês
Origem:RepositóriUM - Universidade do Minho
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author Moura, Alfredo de
author2 Esteves, António
author2_role author
author_facet Moura, Alfredo de
Esteves, António
author_role author
contributor_name_str_mv Universidade do Minho
country_str PT
creators_json_txt [{\"Person.name\":\"Moura, Alfredo de\"},{\"Person.name\":\"Esteves, António\"}]
datacite.contributors.contributor.contributorName.fl_str_mv Universidade do Minho
datacite.creators.creator.creatorName.fl_str_mv Moura, Alfredo de
Esteves, António
datacite.date.Accepted.fl_str_mv 2013-08-01T00:00:00Z
datacite.date.available.fl_str_mv 2013-11-27T15:58:24Z
datacite.date.embargoed.fl_str_mv 2013-11-27T15:58:24Z
datacite.rights.fl_str_mv http://purl.org/coar/access_right/c_abf2
datacite.titles.title.fl_str_mv Simulation of the nucleation of the precipitate Al3Sc in an aluminum scandium alloy using the kinetic monte carlo method
dc.contributor.none.fl_str_mv Universidade do Minho
dc.creator.none.fl_str_mv Moura, Alfredo de
Esteves, António
dc.date.Accepted.fl_str_mv 2013-08-01T00:00:00Z
dc.date.available.fl_str_mv 2013-11-27T15:58:24Z
dc.date.embargoed.fl_str_mv 2013-11-27T15:58:24Z
dc.format.none.fl_str_mv application/pdf
dc.identifier.none.fl_str_mv https://hdl.handle.net/1822/26382
dc.language.none.fl_str_mv eng
dc.publisher.none.fl_str_mv IEEE
dc.rights.none.fl_str_mv http://purl.org/coar/access_right/c_abf2
dc.title.fl_str_mv Simulation of the nucleation of the precipitate Al3Sc in an aluminum scandium alloy using the kinetic monte carlo method
dc.type.none.fl_str_mv http://purl.org/coar/resource_type/c_5794
description This paper describes the simulation of the phenomenon of nucleation of the precipitate Al3Sc in an Aluminum Scandium alloy using the kinetic Monte Carlo (kMC) method and the density-based clustering with noise (DBSCAN) method to filter the simulation data. To conduct this task, kMC and DBSCAN algorithms were implemented in C language. The study covers a range of temperatures, concentrations, and dimensions, going from 573K to 873K, 0.25% to 5%, and 50x50x50 to 100x100x100. The Al3Sc precipitation was successfully simulated at the atomistic scale. DBSCAN revealed to be a valorous aid to identify the precipitates. The achieved results are in good agreement with those reported in the literature, but we went deeper in the evaluation of the influence of all the simulation and analysis parameters.
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identifier.url.fl_str_mv https://hdl.handle.net/1822/26382
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instname_str Universidade do Minho
language eng
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oai_identifier_str oai:repositorium.uminho.pt:1822/26382
organization_str_mv urn:organizationAcronym:repositorium
person_str_mv Moura, Alfredo de
Esteves, António
publishDate 2013
publisher.none.fl_str_mv IEEE
reponame_str RepositóriUM - Universidade do Minho
repository_id_str urn:repositoryAcronym:rum
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spelling engIEEEporThis paper describes the simulation of the phenomenon of nucleation of the precipitate Al3Sc in an Aluminum Scandium alloy using the kinetic Monte Carlo (kMC) method and the density-based clustering with noise (DBSCAN) method to filter the simulation data. To conduct this task, kMC and DBSCAN algorithms were implemented in C language. The study covers a range of temperatures, concentrations, and dimensions, going from 573K to 873K, 0.25% to 5%, and 50x50x50 to 100x100x100. The Al3Sc precipitation was successfully simulated at the atomistic scale. DBSCAN revealed to be a valorous aid to identify the precipitates. The achieved results are in good agreement with those reported in the literature, but we went deeper in the evaluation of the influence of all the simulation and analysis parameters.application/pdfporSimulation of the nucleation of the precipitate Al3Sc in an aluminum scandium alloy using the kinetic monte carlo methodMoura, Alfredo deEsteves, AntónioHostingInstitutionOrganizationalUniversidade do Minhoe-mailmailto:repositorium@usdb.uminho.ptrepositorium@usdb.uminho.ptISBNIsPartOf9781479906765DOIIsPartOf10.1109/NANO.2013.67210032013-11-27T15:58:24Z2013-082013-08-01T00:00:00ZHandlehttps://hdl.handle.net/1822/26382http://purl.org/coar/access_right/c_abf2open access1027842 bytesother research producthttp://purl.org/coar/resource_type/c_5794conference paperhttp://purl.org/coar/access_right/c_abf2application/pdffulltexthttps://prod-dspace.uminho.pt/bitstreams/c985d811-dc40-463d-8857-a9b8ec89e193/download
spellingShingle Simulation of the nucleation of the precipitate Al3Sc in an aluminum scandium alloy using the kinetic monte carlo method
Moura, Alfredo de
status SINGLETON
title Simulation of the nucleation of the precipitate Al3Sc in an aluminum scandium alloy using the kinetic monte carlo method
title_full Simulation of the nucleation of the precipitate Al3Sc in an aluminum scandium alloy using the kinetic monte carlo method
title_fullStr Simulation of the nucleation of the precipitate Al3Sc in an aluminum scandium alloy using the kinetic monte carlo method
title_full_unstemmed Simulation of the nucleation of the precipitate Al3Sc in an aluminum scandium alloy using the kinetic monte carlo method
title_short Simulation of the nucleation of the precipitate Al3Sc in an aluminum scandium alloy using the kinetic monte carlo method
title_sort Simulation of the nucleation of the precipitate Al3Sc in an aluminum scandium alloy using the kinetic monte carlo method
url https://hdl.handle.net/1822/26382
visible 1