{"id":"https://openalex.org/W2608076214","doi":"https://doi.org/10.1016/j.softx.2017.04.002","title":"MicroFract: An image based code for microstructural crack path prediction","display_name":"MicroFract: An image based code for microstructural crack path prediction","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2608076214","doi":"https://doi.org/10.1016/j.softx.2017.04.002","mag":"2608076214"},"language":"en","primary_location":{"id":"doi:10.1016/j.softx.2017.04.002","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.softx.2017.04.002","pdf_url":"http://www.softxjournal.com/article/S2352711017300092/pdf","source":{"id":"https://openalex.org/S2506067282","display_name":"SoftwareX","issn_l":"2352-7110","issn":["2352-7110"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SoftwareX","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://www.softxjournal.com/article/S2352711017300092/pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006013675","display_name":"Veera Sundararaghavan","orcid":"https://orcid.org/0000-0002-1213-7958"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Veera Sundararaghavan","raw_affiliation_strings":["Department of Aerospace Engineering, University of Michigan Ann Arbor, MI, USA"],"raw_orcid":"https://orcid.org/0000-0002-1213-7958","affiliations":[{"raw_affiliation_string":"Department of Aerospace Engineering, University of Michigan Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067481230","display_name":"Siddhartha Srivastava","orcid":"https://orcid.org/0000-0002-4684-4423"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Siddhartha Srivastava","raw_affiliation_strings":["Department of Aerospace Engineering, University of Michigan Ann Arbor, MI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Aerospace Engineering, University of Michigan Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5006013675"],"corresponding_institution_ids":["https://openalex.org/I27837315"],"apc_list":{"value":500,"currency":"USD","value_usd":500},"apc_paid":{"value":500,"currency":"USD","value_usd":500},"fwci":1.8624,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.82946549,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"6","issue":null,"first_page":"94","last_page":"97"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10514","display_name":"Numerical methods in engineering","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/T10514","display_name":"Numerical methods in engineering","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T11558","display_name":"Composite Material Mechanics","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/path","display_name":"Path (computing)","score":0.6218044757843018},{"id":"https://openalex.org/keywords/microstructure","display_name":"Microstructure","score":0.6016801595687866},{"id":"https://openalex.org/keywords/discretization","display_name":"Discretization","score":0.5797617435455322},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5034882426261902},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.5033966898918152},{"id":"https://openalex.org/keywords/brittleness","display_name":"Brittleness","score":0.4966903328895569},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.470489501953125},{"id":"https://openalex.org/keywords/ceramic","display_name":"Ceramic","score":0.44851967692375183},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.44736576080322266},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.41120877861976624},{"id":"https://openalex.org/keywords/composite-material","display_name":"Composite material","score":0.2698284983634949},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.2347969114780426},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23272591829299927},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.09940272569656372}],"concepts":[{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.6218044757843018},{"id":"https://openalex.org/C87976508","wikidata":"https://www.wikidata.org/wiki/Q1498213","display_name":"Microstructure","level":2,"score":0.6016801595687866},{"id":"https://openalex.org/C73000952","wikidata":"https://www.wikidata.org/wiki/Q17007827","display_name":"Discretization","level":2,"score":0.5797617435455322},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5034882426261902},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.5033966898918152},{"id":"https://openalex.org/C136478896","wikidata":"https://www.wikidata.org/wiki/Q898288","display_name":"Brittleness","level":2,"score":0.4966903328895569},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.470489501953125},{"id":"https://openalex.org/C134132462","wikidata":"https://www.wikidata.org/wiki/Q45621","display_name":"Ceramic","level":2,"score":0.44851967692375183},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.44736576080322266},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.41120877861976624},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.2698284983634949},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.2347969114780426},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23272591829299927},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.09940272569656372},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.softx.2017.04.002","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.softx.2017.04.002","pdf_url":"http://www.softxjournal.com/article/S2352711017300092/pdf","source":{"id":"https://openalex.org/S2506067282","display_name":"SoftwareX","issn_l":"2352-7110","issn":["2352-7110"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SoftwareX","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:0e436d70f4854d7082f5c61778dd7fff","is_oa":false,"landing_page_url":"https://doaj.org/article/0e436d70f4854d7082f5c61778dd7fff","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"SoftwareX, Vol 6, Iss , Pp 94-97 (2017)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1016/j.softx.2017.04.002","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.softx.2017.04.002","pdf_url":"http://www.softxjournal.com/article/S2352711017300092/pdf","source":{"id":"https://openalex.org/S2506067282","display_name":"SoftwareX","issn_l":"2352-7110","issn":["2352-7110"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SoftwareX","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5249168579","display_name":null,"funder_award_id":"FA9550-12-1-0458","funder_id":"https://openalex.org/F4320338279","funder_display_name":"Air Force Office of Scientific Research"},{"id":"https://openalex.org/G6255797425","display_name":null,"funder_award_id":"FA9550-12-1-0458","funder_id":"https://openalex.org/F4320333591","funder_display_name":"Multidisciplinary University Research Initiative"}],"funders":[{"id":"https://openalex.org/F4320333591","display_name":"Multidisciplinary University Research Initiative","ror":null},{"id":"https://openalex.org/F4320338279","display_name":"Air Force Office of Scientific Research","ror":"https://ror.org/011e9bt93"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2608076214.pdf","grobid_xml":"https://content.openalex.org/works/W2608076214.grobid-xml"},"referenced_works_count":15,"referenced_works":["https://openalex.org/W1975075682","https://openalex.org/W2049689581","https://openalex.org/W2053810063","https://openalex.org/W2088181118","https://openalex.org/W2093256786","https://openalex.org/W2101309634","https://openalex.org/W2113137767","https://openalex.org/W2137483512","https://openalex.org/W2142596047","https://openalex.org/W2143516773","https://openalex.org/W2410065125","https://openalex.org/W2415032073","https://openalex.org/W2562340752","https://openalex.org/W4239097771","https://openalex.org/W6672733941"],"related_works":["https://openalex.org/W2006251942","https://openalex.org/W2364741597","https://openalex.org/W1492103595","https://openalex.org/W1864774435","https://openalex.org/W946352265","https://openalex.org/W3020787026","https://openalex.org/W2334479858","https://openalex.org/W2793786119","https://openalex.org/W1507702947","https://openalex.org/W2022062253"],"abstract_inverted_index":{"Brittle":[0],"failure":[1],"is":[2,75,98],"prevalent":[3],"in":[4,15,39,67],"ceramics,":[5],"fiber":[6],"composites":[7],"and":[8,24,55,64,119,122],"metals":[9],"where":[10],"the":[11,16,34,40,48,52,62,68,106,120,128],"microstructural":[12],"cracks":[13],"propagate":[14],"path":[17,35,71],"of":[18,36,51,72,80,95],"least":[19,37,73],"resistance":[20,38,74],"following":[21],"weak":[22,63],"interfaces":[23,66],"grain":[25],"boundaries.":[26],"We":[27],"formulate":[28],"an":[29,88],"image-based":[30],"methodology":[31],"for":[32],"identifying":[33],"microstructure.":[41,69],"In":[42],"this":[43,96],"approach,":[44],"a":[45,56,78,82],"user":[46],"specifies":[47],"line":[49],"direction":[50],"macroscopic":[53],"crack":[54],"cohesive":[57],"energy":[58,90],"map":[59],"corresponding":[60],"to":[61,127],"strong":[65],"The":[70,92,110],"formulated":[76],"as":[77],"process":[79],"minimizing":[81],"discretized":[83],"cost":[84],"function":[85],"based":[86],"on":[87],"Ising-type":[89],"model.":[91],"main":[93],"advantage":[94],"algorithm":[97],"that":[99],"it":[100],"can":[101],"be":[102],"exactly":[103],"solved":[104],"by":[105],"max-flow":[107],"min-cut":[108],"theorem.":[109],"results":[111],"are":[112,124],"shown":[113],"via":[114],"2D":[115],"examples":[116,123],"from":[117],"literature":[118],"code":[121],"made":[125],"available":[126],"community.":[129]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":2}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
