A hybrid meshfree discretization to improve the numerical performance of peridynamic models

Efficient and accurate calculation of spatial integrals is of major interest in the numerical implementation of peridynamics (PD). The standard way to perform this calculation is a particle-based approach that discretizes the strong form of the PD governing equation. This approach has rapidly been a...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Computer methods in applied mechanics and engineering 2022-03, Vol.391 (N/A), p.114544, Article 114544
Hauptverfasser: Shojaei, Arman, Hermann, Alexander, Cyron, Christian J., Seleson, Pablo, Silling, Stewart A.
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page
container_issue N/A
container_start_page 114544
container_title Computer methods in applied mechanics and engineering
container_volume 391
creator Shojaei, Arman
Hermann, Alexander
Cyron, Christian J.
Seleson, Pablo
Silling, Stewart A.
description Efficient and accurate calculation of spatial integrals is of major interest in the numerical implementation of peridynamics (PD). The standard way to perform this calculation is a particle-based approach that discretizes the strong form of the PD governing equation. This approach has rapidly been adopted by the PD community since it offers some advantages. It is computationally cheaper than other available schemes, can conveniently handle material separation, and effectively deals with nonlinear PD models. Nevertheless, PD models are still computationally very expensive compared with those based on the classical continuum mechanics theory, particularly for large-scale problems in three dimensions. This results from the nonlocal nature of the PD theory which leads to interactions of each node of a discretized body with multiple surrounding nodes. Here, we propose a new approach to significantly boost the numerical efficiency of PD models. We propose a discretization scheme that employs a simple collocation procedure and is truly meshfree; i.e., it does not depend on any background integration cells. In contrast to the standard scheme, the proposed scheme requires a much smaller set of neighboring nodes (keeping the same physical length scale) to achieve a specific accuracy and is thus computationally more efficient. Our new scheme is applicable to the case of linear PD models and within neighborhoods where the solution can be approximated by smooth basis functions. Therefore, to fully exploit the advantages of both the standard and the proposed schemes, a hybrid discretization is presented that combines both approaches within an adaptive framework. The high performance of the developed framework is illustrated by several numerical examples, including brittle fracture and corrosion problems in two and three dimensions.
doi_str_mv 10.1016/j.cma.2021.114544
format Article
fullrecord <record><control><sourceid>proquest_osti_</sourceid><recordid>TN_cdi_osti_scitechconnect_1841481</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><els_id>S0045782521007283</els_id><sourcerecordid>2639684010</sourcerecordid><originalsourceid>FETCH-LOGICAL-c395t-ccf9dd1051bbd26d914866fdece3b2eb2f7688243f676d1e602c8b64f1c438a23</originalsourceid><addsrcrecordid>eNp9kE9r3DAQxUVoIJs_HyA3kZztamRZK5NTWNomEOilPeUgbGnEallbG0m7sP30kXHOncsw8N7w3o-Qe2A1MJDfd7UZ-5ozDjWAaIW4ICtQ667i0KhvZMWYaKu14u0VuU5px8oo4Cvy_ky35yF6S0dMWxcRqfXJRMz-X599mGgO1I-HGE5I8xbpdBwxetPv6QGjC3HsJ4M0uPn09jz1ozd0DBb36ZZcun6f8O5r35C_P3_82bxUb79_vW6e3yrTdG2ujHGdtcBaGAbLpe1AKCmdRYPNwHHgbi2V4qJxci0toGTcqEEKB0Y0qufNDXlY_oaUvU7GZzRbE6YJTdagRPkHRfS4iEqVjyOmrHfhGKeSS3PZdFIJBqyoYFGZGFKK6PQh-rGPZw1Mz6D1ThfQegatF9DF87R4SmU8eYxzBCxUrI9zAhv8f9yf9TuGSQ</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2639684010</pqid></control><display><type>article</type><title>A hybrid meshfree discretization to improve the numerical performance of peridynamic models</title><source>Elsevier ScienceDirect Journals Complete - AutoHoldings</source><creator>Shojaei, Arman ; Hermann, Alexander ; Cyron, Christian J. ; Seleson, Pablo ; Silling, Stewart A.</creator><creatorcontrib>Shojaei, Arman ; Hermann, Alexander ; Cyron, Christian J. ; Seleson, Pablo ; Silling, Stewart A. ; Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States) ; Sandia National Lab. (SNL-NM), Albuquerque, NM (United States)</creatorcontrib><description>Efficient and accurate calculation of spatial integrals is of major interest in the numerical implementation of peridynamics (PD). The standard way to perform this calculation is a particle-based approach that discretizes the strong form of the PD governing equation. This approach has rapidly been adopted by the PD community since it offers some advantages. It is computationally cheaper than other available schemes, can conveniently handle material separation, and effectively deals with nonlinear PD models. Nevertheless, PD models are still computationally very expensive compared with those based on the classical continuum mechanics theory, particularly for large-scale problems in three dimensions. This results from the nonlocal nature of the PD theory which leads to interactions of each node of a discretized body with multiple surrounding nodes. Here, we propose a new approach to significantly boost the numerical efficiency of PD models. We propose a discretization scheme that employs a simple collocation procedure and is truly meshfree; i.e., it does not depend on any background integration cells. In contrast to the standard scheme, the proposed scheme requires a much smaller set of neighboring nodes (keeping the same physical length scale) to achieve a specific accuracy and is thus computationally more efficient. Our new scheme is applicable to the case of linear PD models and within neighborhoods where the solution can be approximated by smooth basis functions. Therefore, to fully exploit the advantages of both the standard and the proposed schemes, a hybrid discretization is presented that combines both approaches within an adaptive framework. The high performance of the developed framework is illustrated by several numerical examples, including brittle fracture and corrosion problems in two and three dimensions.</description><identifier>ISSN: 0045-7825</identifier><identifier>EISSN: 1879-2138</identifier><identifier>DOI: 10.1016/j.cma.2021.114544</identifier><language>eng</language><publisher>Amsterdam: Elsevier B.V</publisher><subject>Adaptivity ; Basis functions ; Continuum mechanics ; Corrosion ; Discretization ; ENGINEERING ; Fracture ; Mathematical models ; Meshless methods ; Nodes ; Peridynamics</subject><ispartof>Computer methods in applied mechanics and engineering, 2022-03, Vol.391 (N/A), p.114544, Article 114544</ispartof><rights>2021 Elsevier B.V.</rights><rights>Copyright Elsevier BV Mar 1, 2022</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c395t-ccf9dd1051bbd26d914866fdece3b2eb2f7688243f676d1e602c8b64f1c438a23</citedby><cites>FETCH-LOGICAL-c395t-ccf9dd1051bbd26d914866fdece3b2eb2f7688243f676d1e602c8b64f1c438a23</cites><orcidid>0000-0001-8638-8285 ; 0000-0001-8264-0885 ; 0000000332794231 ; 0000000186388285 ; 0000000182640885</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.cma.2021.114544$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>230,314,780,784,885,3549,27923,27924,45994</link.rule.ids><backlink>$$Uhttps://www.osti.gov/servlets/purl/1841481$$D View this record in Osti.gov$$Hfree_for_read</backlink></links><search><creatorcontrib>Shojaei, Arman</creatorcontrib><creatorcontrib>Hermann, Alexander</creatorcontrib><creatorcontrib>Cyron, Christian J.</creatorcontrib><creatorcontrib>Seleson, Pablo</creatorcontrib><creatorcontrib>Silling, Stewart A.</creatorcontrib><creatorcontrib>Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States)</creatorcontrib><creatorcontrib>Sandia National Lab. (SNL-NM), Albuquerque, NM (United States)</creatorcontrib><title>A hybrid meshfree discretization to improve the numerical performance of peridynamic models</title><title>Computer methods in applied mechanics and engineering</title><description>Efficient and accurate calculation of spatial integrals is of major interest in the numerical implementation of peridynamics (PD). The standard way to perform this calculation is a particle-based approach that discretizes the strong form of the PD governing equation. This approach has rapidly been adopted by the PD community since it offers some advantages. It is computationally cheaper than other available schemes, can conveniently handle material separation, and effectively deals with nonlinear PD models. Nevertheless, PD models are still computationally very expensive compared with those based on the classical continuum mechanics theory, particularly for large-scale problems in three dimensions. This results from the nonlocal nature of the PD theory which leads to interactions of each node of a discretized body with multiple surrounding nodes. Here, we propose a new approach to significantly boost the numerical efficiency of PD models. We propose a discretization scheme that employs a simple collocation procedure and is truly meshfree; i.e., it does not depend on any background integration cells. In contrast to the standard scheme, the proposed scheme requires a much smaller set of neighboring nodes (keeping the same physical length scale) to achieve a specific accuracy and is thus computationally more efficient. Our new scheme is applicable to the case of linear PD models and within neighborhoods where the solution can be approximated by smooth basis functions. Therefore, to fully exploit the advantages of both the standard and the proposed schemes, a hybrid discretization is presented that combines both approaches within an adaptive framework. The high performance of the developed framework is illustrated by several numerical examples, including brittle fracture and corrosion problems in two and three dimensions.</description><subject>Adaptivity</subject><subject>Basis functions</subject><subject>Continuum mechanics</subject><subject>Corrosion</subject><subject>Discretization</subject><subject>ENGINEERING</subject><subject>Fracture</subject><subject>Mathematical models</subject><subject>Meshless methods</subject><subject>Nodes</subject><subject>Peridynamics</subject><issn>0045-7825</issn><issn>1879-2138</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><recordid>eNp9kE9r3DAQxUVoIJs_HyA3kZztamRZK5NTWNomEOilPeUgbGnEallbG0m7sP30kXHOncsw8N7w3o-Qe2A1MJDfd7UZ-5ozDjWAaIW4ICtQ667i0KhvZMWYaKu14u0VuU5px8oo4Cvy_ky35yF6S0dMWxcRqfXJRMz-X599mGgO1I-HGE5I8xbpdBwxetPv6QGjC3HsJ4M0uPn09jz1ozd0DBb36ZZcun6f8O5r35C_P3_82bxUb79_vW6e3yrTdG2ujHGdtcBaGAbLpe1AKCmdRYPNwHHgbi2V4qJxci0toGTcqEEKB0Y0qufNDXlY_oaUvU7GZzRbE6YJTdagRPkHRfS4iEqVjyOmrHfhGKeSS3PZdFIJBqyoYFGZGFKK6PQh-rGPZw1Mz6D1ThfQegatF9DF87R4SmU8eYxzBCxUrI9zAhv8f9yf9TuGSQ</recordid><startdate>20220301</startdate><enddate>20220301</enddate><creator>Shojaei, Arman</creator><creator>Hermann, Alexander</creator><creator>Cyron, Christian J.</creator><creator>Seleson, Pablo</creator><creator>Silling, Stewart A.</creator><general>Elsevier B.V</general><general>Elsevier BV</general><general>Elsevier</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7SC</scope><scope>7TB</scope><scope>8FD</scope><scope>FR3</scope><scope>JQ2</scope><scope>KR7</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope><scope>OIOZB</scope><scope>OTOTI</scope><orcidid>https://orcid.org/0000-0001-8638-8285</orcidid><orcidid>https://orcid.org/0000-0001-8264-0885</orcidid><orcidid>https://orcid.org/0000000332794231</orcidid><orcidid>https://orcid.org/0000000186388285</orcidid><orcidid>https://orcid.org/0000000182640885</orcidid></search><sort><creationdate>20220301</creationdate><title>A hybrid meshfree discretization to improve the numerical performance of peridynamic models</title><author>Shojaei, Arman ; Hermann, Alexander ; Cyron, Christian J. ; Seleson, Pablo ; Silling, Stewart A.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c395t-ccf9dd1051bbd26d914866fdece3b2eb2f7688243f676d1e602c8b64f1c438a23</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Adaptivity</topic><topic>Basis functions</topic><topic>Continuum mechanics</topic><topic>Corrosion</topic><topic>Discretization</topic><topic>ENGINEERING</topic><topic>Fracture</topic><topic>Mathematical models</topic><topic>Meshless methods</topic><topic>Nodes</topic><topic>Peridynamics</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Shojaei, Arman</creatorcontrib><creatorcontrib>Hermann, Alexander</creatorcontrib><creatorcontrib>Cyron, Christian J.</creatorcontrib><creatorcontrib>Seleson, Pablo</creatorcontrib><creatorcontrib>Silling, Stewart A.</creatorcontrib><creatorcontrib>Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States)</creatorcontrib><creatorcontrib>Sandia National Lab. (SNL-NM), Albuquerque, NM (United States)</creatorcontrib><collection>CrossRef</collection><collection>Computer and Information Systems Abstracts</collection><collection>Mechanical &amp; Transportation Engineering Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>ProQuest Computer Science Collection</collection><collection>Civil Engineering Abstracts</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Computer and Information Systems Abstracts – Academic</collection><collection>Computer and Information Systems Abstracts Professional</collection><collection>OSTI.GOV - Hybrid</collection><collection>OSTI.GOV</collection><jtitle>Computer methods in applied mechanics and engineering</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Shojaei, Arman</au><au>Hermann, Alexander</au><au>Cyron, Christian J.</au><au>Seleson, Pablo</au><au>Silling, Stewart A.</au><aucorp>Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States)</aucorp><aucorp>Sandia National Lab. (SNL-NM), Albuquerque, NM (United States)</aucorp><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A hybrid meshfree discretization to improve the numerical performance of peridynamic models</atitle><jtitle>Computer methods in applied mechanics and engineering</jtitle><date>2022-03-01</date><risdate>2022</risdate><volume>391</volume><issue>N/A</issue><spage>114544</spage><pages>114544-</pages><artnum>114544</artnum><issn>0045-7825</issn><eissn>1879-2138</eissn><abstract>Efficient and accurate calculation of spatial integrals is of major interest in the numerical implementation of peridynamics (PD). The standard way to perform this calculation is a particle-based approach that discretizes the strong form of the PD governing equation. This approach has rapidly been adopted by the PD community since it offers some advantages. It is computationally cheaper than other available schemes, can conveniently handle material separation, and effectively deals with nonlinear PD models. Nevertheless, PD models are still computationally very expensive compared with those based on the classical continuum mechanics theory, particularly for large-scale problems in three dimensions. This results from the nonlocal nature of the PD theory which leads to interactions of each node of a discretized body with multiple surrounding nodes. Here, we propose a new approach to significantly boost the numerical efficiency of PD models. We propose a discretization scheme that employs a simple collocation procedure and is truly meshfree; i.e., it does not depend on any background integration cells. In contrast to the standard scheme, the proposed scheme requires a much smaller set of neighboring nodes (keeping the same physical length scale) to achieve a specific accuracy and is thus computationally more efficient. Our new scheme is applicable to the case of linear PD models and within neighborhoods where the solution can be approximated by smooth basis functions. Therefore, to fully exploit the advantages of both the standard and the proposed schemes, a hybrid discretization is presented that combines both approaches within an adaptive framework. The high performance of the developed framework is illustrated by several numerical examples, including brittle fracture and corrosion problems in two and three dimensions.</abstract><cop>Amsterdam</cop><pub>Elsevier B.V</pub><doi>10.1016/j.cma.2021.114544</doi><orcidid>https://orcid.org/0000-0001-8638-8285</orcidid><orcidid>https://orcid.org/0000-0001-8264-0885</orcidid><orcidid>https://orcid.org/0000000332794231</orcidid><orcidid>https://orcid.org/0000000186388285</orcidid><orcidid>https://orcid.org/0000000182640885</orcidid><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 0045-7825
ispartof Computer methods in applied mechanics and engineering, 2022-03, Vol.391 (N/A), p.114544, Article 114544
issn 0045-7825
1879-2138
language eng
recordid cdi_osti_scitechconnect_1841481
source Elsevier ScienceDirect Journals Complete - AutoHoldings
subjects Adaptivity
Basis functions
Continuum mechanics
Corrosion
Discretization
ENGINEERING
Fracture
Mathematical models
Meshless methods
Nodes
Peridynamics
title A hybrid meshfree discretization to improve the numerical performance of peridynamic models
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-09T09%3A50%3A58IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_osti_&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=A%20hybrid%20meshfree%20discretization%20to%20improve%20the%20numerical%20performance%20of%20peridynamic%20models&rft.jtitle=Computer%20methods%20in%20applied%20mechanics%20and%20engineering&rft.au=Shojaei,%20Arman&rft.aucorp=Oak%20Ridge%20National%20Lab.%20(ORNL),%20Oak%20Ridge,%20TN%20(United%20States)&rft.date=2022-03-01&rft.volume=391&rft.issue=N/A&rft.spage=114544&rft.pages=114544-&rft.artnum=114544&rft.issn=0045-7825&rft.eissn=1879-2138&rft_id=info:doi/10.1016/j.cma.2021.114544&rft_dat=%3Cproquest_osti_%3E2639684010%3C/proquest_osti_%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2639684010&rft_id=info:pmid/&rft_els_id=S0045782521007283&rfr_iscdi=true