{"id":"https://openalex.org/W2396748661","doi":"https://doi.org/10.1137/15m1037275","title":"Predictive Algorithm for Detection of Microcracks from Macroscale Observables","display_name":"Predictive Algorithm for Detection of Microcracks from Macroscale Observables","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2396748661","doi":"https://doi.org/10.1137/15m1037275","mag":"2396748661"},"language":"en","primary_location":{"id":"doi:10.1137/15m1037275","is_oa":false,"landing_page_url":"https://doi.org/10.1137/15m1037275","pdf_url":null,"source":{"id":"https://openalex.org/S2911293512","display_name":"SIAM/ASA Journal on Uncertainty Quantification","issn_l":"2166-2525","issn":["2166-2525"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320508","host_organization_name":"Society for Industrial and Applied Mathematics","host_organization_lineage":["https://openalex.org/P4310320508"],"host_organization_lineage_names":["Society for Industrial and Applied Mathematics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIAM/ASA Journal on Uncertainty Quantification","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/A5102829313","display_name":"Sonjoy Das","orcid":"https://orcid.org/0000-0001-9711-8272"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Sonjoy Das","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5087206490","display_name":"S. Chakravarty","orcid":"https://orcid.org/0000-0002-3682-2060"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sourish Chakravarty","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5102829313"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.04181575,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"4","issue":"1","first_page":"660","last_page":"707"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10161","display_name":"Rock Mechanics and Modeling","score":0.9998000264167786,"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/T10161","display_name":"Rock Mechanics and Modeling","score":0.9998000264167786,"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/T11558","display_name":"Composite Material Mechanics","score":0.9983000159263611,"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/T10534","display_name":"Structural Health Monitoring Techniques","score":0.998199999332428,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.6573747396469116},{"id":"https://openalex.org/keywords/statistical-physics","display_name":"Statistical physics","score":0.48530954122543335},{"id":"https://openalex.org/keywords/micromechanics","display_name":"Micromechanics","score":0.4601462781429291},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.45227816700935364},{"id":"https://openalex.org/keywords/fracture-mechanics","display_name":"Fracture mechanics","score":0.44208788871765137},{"id":"https://openalex.org/keywords/multiscale-modeling","display_name":"Multiscale modeling","score":0.4150718152523041},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3702690005302429},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.30721044540405273},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.18979108333587646},{"id":"https://openalex.org/keywords/composite-material","display_name":"Composite material","score":0.11114370822906494},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1057608425617218}],"concepts":[{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6573747396469116},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.48530954122543335},{"id":"https://openalex.org/C37167619","wikidata":"https://www.wikidata.org/wiki/Q3312239","display_name":"Micromechanics","level":3,"score":0.4601462781429291},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.45227816700935364},{"id":"https://openalex.org/C59085676","wikidata":"https://www.wikidata.org/wiki/Q957852","display_name":"Fracture mechanics","level":2,"score":0.44208788871765137},{"id":"https://openalex.org/C141123601","wikidata":"https://www.wikidata.org/wiki/Q6935072","display_name":"Multiscale modeling","level":2,"score":0.4150718152523041},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3702690005302429},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.30721044540405273},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.18979108333587646},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.11114370822906494},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1057608425617218},{"id":"https://openalex.org/C147597530","wikidata":"https://www.wikidata.org/wiki/Q369472","display_name":"Computational chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104779481","wikidata":"https://www.wikidata.org/wiki/Q50707","display_name":"Composite number","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1137/15m1037275","is_oa":false,"landing_page_url":"https://doi.org/10.1137/15m1037275","pdf_url":null,"source":{"id":"https://openalex.org/S2911293512","display_name":"SIAM/ASA Journal on Uncertainty Quantification","issn_l":"2166-2525","issn":["2166-2525"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320508","host_organization_name":"Society for Industrial and Applied Mathematics","host_organization_lineage":["https://openalex.org/P4310320508"],"host_organization_lineage_names":["Society for Industrial and Applied Mathematics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIAM/ASA Journal on Uncertainty Quantification","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.6700000166893005,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W1644159847","https://openalex.org/W1965234112","https://openalex.org/W1965677499","https://openalex.org/W1972455988","https://openalex.org/W1973335304","https://openalex.org/W1974745327","https://openalex.org/W1978062445","https://openalex.org/W1987152773","https://openalex.org/W1988859494","https://openalex.org/W1989993440","https://openalex.org/W1990008145","https://openalex.org/W1990515790","https://openalex.org/W1990676004","https://openalex.org/W1993130704","https://openalex.org/W1994400618","https://openalex.org/W2000174460","https://openalex.org/W2000274043","https://openalex.org/W2003191951","https://openalex.org/W2004358714","https://openalex.org/W2007028052","https://openalex.org/W2008584207","https://openalex.org/W2010406331","https://openalex.org/W2017659682","https://openalex.org/W2024816384","https://openalex.org/W2026258334","https://openalex.org/W2032558547","https://openalex.org/W2037398519","https://openalex.org/W2044349360","https://openalex.org/W2045831595","https://openalex.org/W2051042297","https://openalex.org/W2052882364","https://openalex.org/W2054785871","https://openalex.org/W2056603712","https://openalex.org/W2056922185","https://openalex.org/W2058469366","https://openalex.org/W2059224163","https://openalex.org/W2063735865","https://openalex.org/W2064372755","https://openalex.org/W2069071978","https://openalex.org/W2074316236","https://openalex.org/W2078384898","https://openalex.org/W2082368918","https://openalex.org/W2084113519","https://openalex.org/W2093083737","https://openalex.org/W2093245450","https://openalex.org/W2097791496","https://openalex.org/W2098256101","https://openalex.org/W2098726179","https://openalex.org/W2109209629","https://openalex.org/W2118134369","https://openalex.org/W2120356561","https://openalex.org/W2128149108","https://openalex.org/W2132304446","https://openalex.org/W2142340494","https://openalex.org/W2153623821","https://openalex.org/W2156582558","https://openalex.org/W2162737890","https://openalex.org/W4241163746","https://openalex.org/W4244838880"],"related_works":["https://openalex.org/W2994118983","https://openalex.org/W4380758676","https://openalex.org/W2007656978","https://openalex.org/W2069960859","https://openalex.org/W2007576302","https://openalex.org/W2736293091","https://openalex.org/W3201441852","https://openalex.org/W2603516613","https://openalex.org/W4205326031","https://openalex.org/W2129105554"],"abstract_inverted_index":{"A":[0],"probabilistic":[1,150,178,199],"multiscale":[2,156],"based":[3,154],"computational":[4],"scheme":[5,27],"is":[6,46,55,118,153,214,220,260,270],"developed":[7],"to":[8,14,72,74,89,216,223,236,241,278,285],"predict":[9],"locations":[10,227],"of":[11,33,60,62,65,77,102,114,122,141,164,183,193,228,244,254,265,299],"microcracks":[12,69,142,229],"and":[13,96,161,168,201,234,284],"estimate":[15,237],"the":[16,34,53,63,87,112,120,123,139,162,177,189,225,238,242,251,266,287,300],"associated":[17,56],"macroscopic":[18,144,231,246,256],"constitutive":[19,145,257,267],"material":[20,146,247],"properties":[21,147],"for":[22],"structural":[23,58,232,301],"systems.":[24,302],"The":[25,100,127,262],"proposed":[26,221,274],"only":[28],"requires":[29],"a":[30,106,115,134,149,280],"single":[31],"realization":[32],"macroscale":[35,54,203],"response":[36,185],"field":[37,253],"(e.g.,":[38],"strain":[39,41],"field,":[40],"energy":[42,167],"density":[43],"field)":[44],"that":[45,85],"often":[47],"typically":[48],"available":[49,207],"in":[50,133,176,208,230,272,294],"practice.":[51],"Here,":[52],"with":[57],"systems":[59,233],"size":[61,78,113],"order":[64],"10--100":[66,79],"$m$,":[67],"while":[68],"are":[70,174],"used":[71],"refer":[73],"micron-scale":[75],"cracks":[76],"$\\mu":[80],"m$":[81],"(depending":[82],"on":[83,155,188,196],"materials)":[84],"have":[86],"potential":[88,170],"cause":[90],"catastrophic":[91],"failures":[92],"when":[93],"they":[94],"coalesce":[95],"form":[97],"larger":[98],"cracks.":[99],"analysis":[101],"such":[103],"microcracks,":[104],"before":[105],"macrocrack":[107],"visibly":[108],"appears":[109],"(say,":[110],"at":[111],"few":[116],"$cms$),":[117],"beyond":[119],"scope":[121],"classical":[124],"fracture":[125],"mechanics.":[126],"present":[128],"work":[129,290],"addresses":[130],"this":[131,197,273],"issue":[132],"certain":[135],"sense":[136],"by":[137],"incorporating":[138],"effects":[140],"into":[143],"within":[148],"formalism":[151],"which":[152,213],"mechanics,":[157],"random":[158],"matrix":[159,259,269],"theory,":[160],"principles":[163],"minimum":[165,169],"complementary":[166],"energy.":[171],"Distinct":[172],"differences":[173],"observed":[175],"features":[179,200],"(not":[180],"deterministic":[181],"features)":[182],"macrolevel":[184],"variables":[186],"depending":[187],"presence":[190,243],"or":[191],"absence":[192],"microcracks.":[194],"Relying":[195],"distinctive":[198],"using":[202],"experimental":[204],"measurements":[205],"as":[206],"practice,":[209],"an":[210],"optimization":[211],"scheme,":[212],"similar":[215],"cyclic":[217],"seesaw":[218],"optimization,":[219],"(1)":[222],"identify":[224],"spatial":[226,252],"(2)":[235],"weakened":[239,255],"(due":[240],"microcracks)":[245],"properties.":[248],"In":[249],"particular,":[250],"elasticity":[258,268],"estimated.":[261],"positive-definite":[263],"feature":[264],"exploited":[271],"optimization-based":[275],"predictive":[276],"analytics":[277],"achieve":[279],"better":[281],"convergence":[282],"rate":[283],"improve":[286],"accuracy.":[288],"This":[289],"will":[291],"be":[292],"useful":[293,297],"estimating":[295],"remaining":[296],"life":[298]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}