{"id":"https://openalex.org/W2336974235","doi":"https://doi.org/10.1177/1094342015593395","title":"High-performance simulation of fracture in idealized \u2018brick and mortar\u2019 composites using adaptive Monte Carlo minimization on the GPU","display_name":"High-performance simulation of fracture in idealized \u2018brick and mortar\u2019 composites using adaptive Monte Carlo minimization on the GPU","publication_year":2015,"publication_date":"2015-07-13","ids":{"openalex":"https://openalex.org/W2336974235","doi":"https://doi.org/10.1177/1094342015593395","mag":"2336974235"},"language":"en","primary_location":{"id":"doi:10.1177/1094342015593395","is_oa":false,"landing_page_url":"https://doi.org/10.1177/1094342015593395","pdf_url":null,"source":{"id":"https://openalex.org/S60606485","display_name":"The International Journal of High Performance Computing Applications","issn_l":"1094-3420","issn":["1094-3420","1741-2846"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Journal of High Performance Computing Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5075436177","display_name":"Rone Kwei Lim","orcid":null},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Rone Kwei Lim","raw_affiliation_strings":["Department of Computer Science, University of California Santa Barbara, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of California Santa Barbara, USA","institution_ids":["https://openalex.org/I154570441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021193132","display_name":"J. William Pro","orcid":null},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"J William Pro","raw_affiliation_strings":["Department of Mechanical Engineering, University of California Santa Barbara, USA"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, University of California Santa Barbara, USA","institution_ids":["https://openalex.org/I154570441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067059265","display_name":"Matthew R. Begley","orcid":"https://orcid.org/0000-0002-2514-1307"},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Matthew R Begley","raw_affiliation_strings":["Department of Materials, University of California Santa Barbara, USA","Department of Mechanical Engineering, University of California Santa Barbara, USA"],"affiliations":[{"raw_affiliation_string":"Department of Materials, University of California Santa Barbara, USA","institution_ids":["https://openalex.org/I154570441"]},{"raw_affiliation_string":"Department of Mechanical Engineering, University of California Santa Barbara, USA","institution_ids":["https://openalex.org/I154570441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022800460","display_name":"Marcel Utz","orcid":"https://orcid.org/0000-0003-2274-9672"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Marcel Utz","raw_affiliation_strings":["School of Chemistry, University of Southampton, UK"],"affiliations":[{"raw_affiliation_string":"School of Chemistry, University of Southampton, UK","institution_ids":["https://openalex.org/I43439940"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021640058","display_name":"Linda Petzold","orcid":"https://orcid.org/0000-0001-6251-6078"},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Linda R Petzold","raw_affiliation_strings":["Department of Computer Science, University of California Santa Barbara, USA","Department of Mechanical Engineering, University of California Santa Barbara, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of California Santa Barbara, USA","institution_ids":["https://openalex.org/I154570441"]},{"raw_affiliation_string":"Department of Mechanical Engineering, University of California Santa Barbara, USA","institution_ids":["https://openalex.org/I154570441"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5075436177"],"corresponding_institution_ids":["https://openalex.org/I154570441"],"apc_list":null,"apc_paid":null,"fwci":0.9451,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.73751699,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"30","issue":"2","first_page":"186","last_page":"199"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11278","display_name":"Calcium Carbonate Crystallization and Inhibition","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2502","display_name":"Biomaterials"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11278","display_name":"Calcium Carbonate Crystallization and Inhibition","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2502","display_name":"Biomaterials"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10892","display_name":"Drilling and Well Engineering","score":0.9908999800682068,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10491","display_name":"Enhanced Oil Recovery Techniques","score":0.9887999892234802,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/speedup","display_name":"Speedup","score":0.769347071647644},{"id":"https://openalex.org/keywords/graphics-processing-unit","display_name":"Graphics processing unit","score":0.737106204032898},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.6146094799041748},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.583843469619751},{"id":"https://openalex.org/keywords/computational-science","display_name":"Computational science","score":0.5510342121124268},{"id":"https://openalex.org/keywords/graphics","display_name":"Graphics","score":0.4918215274810791},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.4646906852722168},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.4350751042366028},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4308674931526184},{"id":"https://openalex.org/keywords/cuda","display_name":"CUDA","score":0.4270627498626709},{"id":"https://openalex.org/keywords/central-processing-unit","display_name":"Central processing unit","score":0.416159063577652},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4021884799003601},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16533958911895752},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.12963086366653442},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09805533289909363}],"concepts":[{"id":"https://openalex.org/C68339613","wikidata":"https://www.wikidata.org/wiki/Q1549489","display_name":"Speedup","level":2,"score":0.769347071647644},{"id":"https://openalex.org/C2779851693","wikidata":"https://www.wikidata.org/wiki/Q183484","display_name":"Graphics processing unit","level":2,"score":0.737106204032898},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.6146094799041748},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.583843469619751},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.5510342121124268},{"id":"https://openalex.org/C21442007","wikidata":"https://www.wikidata.org/wiki/Q1027879","display_name":"Graphics","level":2,"score":0.4918215274810791},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.4646906852722168},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.4350751042366028},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4308674931526184},{"id":"https://openalex.org/C2778119891","wikidata":"https://www.wikidata.org/wiki/Q477690","display_name":"CUDA","level":2,"score":0.4270627498626709},{"id":"https://openalex.org/C49154492","wikidata":"https://www.wikidata.org/wiki/Q5300","display_name":"Central processing unit","level":2,"score":0.416159063577652},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4021884799003601},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16533958911895752},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.12963086366653442},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09805533289909363},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1177/1094342015593395","is_oa":false,"landing_page_url":"https://doi.org/10.1177/1094342015593395","pdf_url":null,"source":{"id":"https://openalex.org/S60606485","display_name":"The International Journal of High Performance Computing Applications","issn_l":"1094-3420","issn":["1094-3420","1741-2846"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Journal of High Performance Computing Applications","raw_type":"journal-article"},{"id":"pmh:oai:escholarship.org/ark:/13030/qt55r1w8cs","is_oa":false,"landing_page_url":"https://escholarship.org/uc/item/55r1w8cs","pdf_url":null,"source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"INTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS, vol 30, iss 2","raw_type":"article"},{"id":"pmh:qt55r1w8cs","is_oa":false,"landing_page_url":"http://www.escholarship.org/uc/item/55r1w8cs","pdf_url":null,"source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Lim, RK; Pro, JW; Begley, MR; Utz, M; &amp; Petzold, LR. (2016). High-performance simulation of fracture in idealized \"brick and mortar' composites using adaptive Monte Carlo minimization on the GPU. INTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS, 30(2), 186 - 199. doi: 10.1177/1094342015593395. UC Santa Barbara: Retrieved from: http://www.escholarship.org/uc/item/55r1w8cs","raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320338502","display_name":"Institute for Collaborative Biotechnologies","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1556800872","https://openalex.org/W1576753890","https://openalex.org/W1744411550","https://openalex.org/W1963898916","https://openalex.org/W1969213662","https://openalex.org/W2024060531","https://openalex.org/W2025396111","https://openalex.org/W2040049280","https://openalex.org/W2041283060","https://openalex.org/W2041680295","https://openalex.org/W2050279121","https://openalex.org/W2057989705","https://openalex.org/W2062506051","https://openalex.org/W2076352514","https://openalex.org/W2081860495","https://openalex.org/W2088567484","https://openalex.org/W2088978850","https://openalex.org/W2107401997","https://openalex.org/W2172007664","https://openalex.org/W3140895391","https://openalex.org/W4237961478","https://openalex.org/W4300273322"],"related_works":["https://openalex.org/W2983282793","https://openalex.org/W1973046741","https://openalex.org/W2119534391","https://openalex.org/W2023770367","https://openalex.org/W2503137108","https://openalex.org/W1966576946","https://openalex.org/W2765743988","https://openalex.org/W2062253548","https://openalex.org/W2393490604","https://openalex.org/W2020279179"],"abstract_inverted_index":{"Simulation":[0],"of":[1,6,11,25,27,56,74,87,97,111,125,169,177,190,211,214,221,252,269,271],"the":[2,54,78,88,117,122,133,146,151,170,182],"nonlinear":[3,40,66],"mechanical":[4],"response":[5],"materials":[7],"with":[8,266],"explicit":[9],"representation":[10],"microstructural":[12],"features":[13],"is":[14,51,93,101,114],"extremely":[15],"challenging.":[16],"These":[17],"models":[18],"typically":[19],"involve":[20],"a":[21,70,165,175,188,212,217],"very":[22],"large":[23,267],"number":[24],"degrees":[26,270],"freedom,":[28],"and":[29,100,138,158],"are":[30,255],"prone":[31],"to":[32,39,115,132,139,242,257],"convergence":[33],"difficulties":[34],"when":[35],"searching":[36],"for":[37,154,205],"roots":[38],"equilibrium":[41],"equations.":[42],"We":[43],"focus":[44,110],"on":[45,145],"an":[46],"idealized":[47],"material":[48],"model":[49,81],"that":[50,76,164],"motivated":[52],"by":[53,104,121,245],"microstructure":[55],"synthetic":[57],"nacre:":[58],"individual":[59],"\u2018bricks\u2019":[60],"(representing":[61,69],"ceramic":[62],"platelets)":[63],"interact":[64],"through":[65,85],"cohesive":[67,89],"springs":[68],"small":[71],"volume":[72],"fraction":[73],"polymer":[75],"bonds":[77],"platelets).":[79],"The":[80,91,108,201],"simulates":[82],"composite":[83],"fracture":[84],"rupture":[86],"springs.":[90],"problem":[92],"cast":[94],"in":[95,238,264],"terms":[96],"energy":[98,262],"minimization":[99,130,210,263],"essentially":[102],"described":[103],"\u2018nearest":[105],"neighbor\u2019":[106],"interactions.":[107],"principal":[109],"this":[112,253],"paper":[113],"illustrate":[116],"computational":[118],"gains":[119],"achievable":[120],"strategic":[123],"marriage":[124],"robust,":[126],"global":[127],"Monte":[128],"Carlo":[129],"algorithms":[131],"graphics":[134,155,183,207],"processing":[135,156,160,184,198,208,247],"unit":[136,157,161,185,199,209,248],"architecture,":[137],"describe":[140],"how":[141],"they":[142],"were":[143],"realized":[144],"Nvidia":[147],"GPU.":[148],"Results":[149],"comparing":[150],"computation":[152],"times":[153,193],"central":[159,197,246],"implementations":[162],"demonstrate":[163],"new":[166],"adaptive":[167,206],"version":[168],"simulated":[171],"annealing":[172],"algorithm":[173],"yields":[174,187],"speedup":[176],"approximately":[178],"5":[179],"times,":[180],"whereas":[181],"implementation":[186],"speed-up":[189],"about":[191],"16":[192],"over":[194],"conventional":[195],"four-core":[196],"implementations.":[200],"resulting":[202],"speed":[203],"enhancement":[204],"factor":[213],"80":[215],"enables":[216],"far":[218],"broader":[219],"range":[220],"simulations":[222],"than":[223],"has":[224],"previously":[225],"been":[226],"possible.":[227],"Simulations":[228],"involving":[229,261],"as":[230,232,240],"many":[231],"300,000":[233],"bricks":[234],"can":[235],"be":[236],"performed":[237],"hours,":[239],"compared":[241],"weeks":[243],"required":[244],"implementation.":[249],"Many":[250],"aspects":[251],"approach":[254],"translatable":[256],"other":[258],"physical":[259],"problems":[260],"systems":[265],"numbers":[268],"freedom.":[272]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
