{"id":"https://openalex.org/W2027549753","doi":"https://doi.org/10.1115/1.4029217","title":"Real-Time Visualization of Finite Element Models Using Surrogate Modeling Methods","display_name":"Real-Time Visualization of Finite Element Models Using Surrogate Modeling Methods","publication_year":2014,"publication_date":"2014-11-22","ids":{"openalex":"https://openalex.org/W2027549753","doi":"https://doi.org/10.1115/1.4029217","mag":"2027549753"},"language":"en","primary_location":{"id":"doi:10.1115/1.4029217","is_oa":false,"landing_page_url":"https://doi.org/10.1115/1.4029217","pdf_url":null,"source":{"id":"https://openalex.org/S173178594","display_name":"Journal of Computing and Information Science in Engineering","issn_l":"1530-9827","issn":["1530-9827","1944-7078"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316053","host_organization_name":"ASM International","host_organization_lineage":["https://openalex.org/P4310316053"],"host_organization_lineage_names":["ASM International"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing and Information Science in Engineering","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/A5049704362","display_name":"Ryan C. Heap","orcid":null},"institutions":[{"id":"https://openalex.org/I100005738","display_name":"Brigham Young University","ror":"https://ror.org/047rhhm47","country_code":"US","type":"education","lineage":["https://openalex.org/I100005738"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ryan C. Heap","raw_affiliation_strings":["Department of Mechanical Engineering, Brigham Young University, Provo, UT 84602 e-mail:"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Brigham Young University, Provo, UT 84602 e-mail:","institution_ids":["https://openalex.org/I100005738"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002508541","display_name":"Ammon Hepworth","orcid":null},"institutions":[{"id":"https://openalex.org/I100005738","display_name":"Brigham Young University","ror":"https://ror.org/047rhhm47","country_code":"US","type":"education","lineage":["https://openalex.org/I100005738"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ammon I. Hepworth","raw_affiliation_strings":["Research Staff Department of Mechanical Engineering, Brigham Young University, Provo, UT 84602 e-mail:","Research Staff#N#Department of Mechanical Engineering,#N#Brigham Young University,#N#Provo, UT 84602e-mail:"],"affiliations":[{"raw_affiliation_string":"Research Staff Department of Mechanical Engineering, Brigham Young University, Provo, UT 84602 e-mail:","institution_ids":["https://openalex.org/I100005738"]},{"raw_affiliation_string":"Research Staff#N#Department of Mechanical Engineering,#N#Brigham Young University,#N#Provo, UT 84602e-mail:","institution_ids":["https://openalex.org/I100005738"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083161674","display_name":"C. Greg Jensen","orcid":null},"institutions":[{"id":"https://openalex.org/I100005738","display_name":"Brigham Young University","ror":"https://ror.org/047rhhm47","country_code":"US","type":"education","lineage":["https://openalex.org/I100005738"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"C. Greg Jensen","raw_affiliation_strings":["Professor Department of Mechanical Engineering, Brigham Young University, Provo, UT 84602 e-mail:","Professor#N#Department of Mechanical Engineering,#N#Brigham Young University,#N#Provo, UT 84602#N#e-mail:"],"affiliations":[{"raw_affiliation_string":"Professor Department of Mechanical Engineering, Brigham Young University, Provo, UT 84602 e-mail:","institution_ids":["https://openalex.org/I100005738"]},{"raw_affiliation_string":"Professor#N#Department of Mechanical Engineering,#N#Brigham Young University,#N#Provo, UT 84602#N#e-mail:","institution_ids":["https://openalex.org/I100005738"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5049704362"],"corresponding_institution_ids":["https://openalex.org/I100005738"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.15247082,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"15","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11006","display_name":"BIM and Construction Integration","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11006","display_name":"BIM and Construction Integration","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T10928","display_name":"Probabilistic and Robust Engineering Design","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11159","display_name":"Manufacturing Process and Optimization","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/finite-element-method","display_name":"Finite element method","score":0.836197018623352},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.7428409457206726},{"id":"https://openalex.org/keywords/surrogate-model","display_name":"Surrogate model","score":0.6488066911697388},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5127500295639038},{"id":"https://openalex.org/keywords/morphing","display_name":"Morphing","score":0.4958570897579193},{"id":"https://openalex.org/keywords/parametric-design","display_name":"Parametric design","score":0.4696941375732422},{"id":"https://openalex.org/keywords/parametric-model","display_name":"Parametric model","score":0.46705591678619385},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.4391142427921295},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3752310276031494},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3497951626777649},{"id":"https://openalex.org/keywords/structural-engineering","display_name":"Structural engineering","score":0.28259819746017456},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2705724239349365},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19985219836235046},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16101866960525513},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.09280547499656677}],"concepts":[{"id":"https://openalex.org/C135628077","wikidata":"https://www.wikidata.org/wiki/Q220184","display_name":"Finite element method","level":2,"score":0.836197018623352},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.7428409457206726},{"id":"https://openalex.org/C131675550","wikidata":"https://www.wikidata.org/wiki/Q7646884","display_name":"Surrogate model","level":2,"score":0.6488066911697388},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5127500295639038},{"id":"https://openalex.org/C50637493","wikidata":"https://www.wikidata.org/wiki/Q1136781","display_name":"Morphing","level":2,"score":0.4958570897579193},{"id":"https://openalex.org/C2778370241","wikidata":"https://www.wikidata.org/wiki/Q18386598","display_name":"Parametric design","level":3,"score":0.4696941375732422},{"id":"https://openalex.org/C24574437","wikidata":"https://www.wikidata.org/wiki/Q7135228","display_name":"Parametric model","level":3,"score":0.46705591678619385},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.4391142427921295},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3752310276031494},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3497951626777649},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.28259819746017456},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2705724239349365},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19985219836235046},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16101866960525513},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.09280547499656677},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1115/1.4029217","is_oa":false,"landing_page_url":"https://doi.org/10.1115/1.4029217","pdf_url":null,"source":{"id":"https://openalex.org/S173178594","display_name":"Journal of Computing and Information Science in Engineering","issn_l":"1530-9827","issn":["1530-9827","1944-7078"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316053","host_organization_name":"ASM International","host_organization_lineage":["https://openalex.org/P4310316053"],"host_organization_lineage_names":["ASM International"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing and Information Science in Engineering","raw_type":"journal-article"},{"id":"pmh:oai:scholarsarchive.byu.edu:etd-7536","is_oa":false,"landing_page_url":"https://scholarsarchive.byu.edu/etd/6536","pdf_url":null,"source":{"id":"https://openalex.org/S4377196308","display_name":"ScholarsArchive  (Brigham Young University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I100005738","host_organization_name":"Brigham Young University","host_organization_lineage":["https://openalex.org/I100005738"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Theses and Dissertations","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W840438572","https://openalex.org/W1494709534","https://openalex.org/W1537611227","https://openalex.org/W1563102179","https://openalex.org/W1844073908","https://openalex.org/W1969114329","https://openalex.org/W2001666633","https://openalex.org/W2019353646","https://openalex.org/W2048711666","https://openalex.org/W2068085190","https://openalex.org/W2071590455","https://openalex.org/W2095769364","https://openalex.org/W2109554175","https://openalex.org/W2135491697","https://openalex.org/W2145475762","https://openalex.org/W2147169375","https://openalex.org/W2156014908","https://openalex.org/W4253557234"],"related_works":["https://openalex.org/W2394336434","https://openalex.org/W2359118882","https://openalex.org/W2377324899","https://openalex.org/W2368644054","https://openalex.org/W2354433555","https://openalex.org/W2347521542","https://openalex.org/W2378344007","https://openalex.org/W2382112979","https://openalex.org/W2368358505","https://openalex.org/W2027549753"],"abstract_inverted_index":{"Parametric":[0],"finite":[1,217],"element":[2,218],"analysis":[3],"(FEA)":[4],"models":[5,204,230],"are":[6,157,248],"commonly":[7],"used":[8],"in":[9,46,83,159,240,250],"iterative":[10],"design":[11,26,47,73,155,257],"processes":[12],"to":[13,28,39,70,192,206,210,223,235],"obtain":[14,40],"an":[15],"optimum":[16],"model":[17,60,91,116,153,198,258],"given":[18],"a":[19,37,84,97,101,118,143,179],"set":[20,119],"of":[21,54,100,120,135,145,150,215,244,255],"loads,":[22],"constraints,":[23],"objectives,":[24],"and":[25,75,92,131,173],"parameters":[27,48,156,254],"vary.":[29],"In":[30],"some":[31,41],"instances,":[32],"it":[33],"is":[34],"desirable":[35],"for":[36,117],"designer":[38],"intuition":[42],"about":[43],"how":[44,77],"changes":[45,80],"can":[49,126,231],"affect":[50],"the":[51,59,62,72,81,89,111,114,136,147,151,163,190,197,202,212,225,245,253,256],"FEA":[52,103,112,148,164,168,181,226,246],"solution":[53,149,165,214],"interest,":[55],"before":[56],"simply":[57],"sending":[58],"through":[61],"optimization":[63],"loop.":[64],"For":[65],"example,":[66],"designers":[67],"who":[68],"wish":[69],"explore":[71],"space":[74],"understand":[76],"each":[78,207],"variable":[79],"output":[82],"visual":[85],"way,":[86],"looking":[87],"at":[88],"whole":[90],"not":[93],"just":[94],"numbers":[95],"or":[96],"response":[98],"surface":[99],"single":[102],"node.":[104],"This":[105,140,200],"could":[106],"be":[107,127,233],"accomplished":[108],"by":[109,161],"running":[110],"on":[113],"parametric":[115,152,167,180],"part":[121],"family":[122],"members,":[123],"but":[124],"this":[125],"very":[128],"time":[129],"consuming":[130],"only":[132],"gives":[133],"snapshots":[134],"model's":[137],"real":[138],"behavior.":[139],"paper":[141],"presents":[142],"method":[144],"visualizing":[146],"as":[154,220,252],"changed":[158],"real-time":[160,251,261],"approximating":[162],"using":[166],"modeling,":[169],"surrogate":[170,203,229],"modeling":[171],"methods,":[172],"visualization":[174],"methods.":[175],"The":[176,228,242],"implementation":[177],"develops":[178],"mode":[182],"that":[183,188],"includes":[184],"mesh":[185,191],"morphing":[186],"algorithms":[187],"allow":[189],"change":[193,259],"parametrically":[194],"along":[195],"with":[196],"geometry.":[199],"allows":[201],"assigned":[205],"individual":[208],"node":[209],"use":[211],"nodal":[213],"multiple":[216],"analyses":[219],"regression":[221],"points":[222],"approximate":[224],"solution.":[227],"then":[232],"mapped":[234],"their":[236],"respective":[237],"geometric":[238],"locations":[239],"real-time.":[241],"results":[243],"calculations":[247],"updated":[249],"allowing":[260],"visualization.":[262]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
