{"id":"https://openalex.org/W4390832068","doi":"https://doi.org/10.1016/j.tafmec.2024.104278","title":"Machine Learning-Based predictions of crack growth rates in an aeronautical aluminum alloy","display_name":"Machine Learning-Based predictions of crack growth rates in an aeronautical aluminum alloy","publication_year":2024,"publication_date":"2024-01-08","ids":{"openalex":"https://openalex.org/W4390832068","doi":"https://doi.org/10.1016/j.tafmec.2024.104278"},"language":"en","primary_location":{"id":"doi:10.1016/j.tafmec.2024.104278","doi":"https://doi.org/10.1016/j.tafmec.2024.104278","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.tafmec.2024.104278","pdf_url":null,"source":{"id":"https://openalex.org/S179906512","display_name":"Theoretical and Applied Fracture Mechanics","issn_l":"0167-8442","issn":["0167-8442","1872-7638"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","jufo-1","norway-1","poland-100","russia-white-list-1"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Theoretical and Applied Fracture Mechanics","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5038889062","display_name":"Yuval Freed","orcid":"https://orcid.org/0000-0002-6169-5972","observed_orcids":["https://orcid.org/0000-0002-6169-5972"]},"institutions":[{"id":"https://openalex.org/I2802180913","display_name":"Israel Aerospace Industries (Israel)","ror":"https://ror.org/04aaeds92","country_code":"IL","type":"company","lineage":["https://openalex.org/I2802180913"]}],"countries":["IL"],"is_corresponding":true,"raw_author_name":"Yuval Freed","raw_affiliation_strings":["Aviation Group, Israel Aerospace Industries, Ben-Gurion International Airport, Israel"],"raw_orcid":"https://orcid.org/0000-0002-6169-5972","affiliations":[{"raw_affiliation_string":"Aviation Group, Israel Aerospace Industries, Ben-Gurion International Airport, Israel","institution_ids":["https://openalex.org/I2802180913"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5038889062"],"corresponding_institution_ids":["https://openalex.org/I2802180913"],"apc_list":{"value":3620,"currency":"USD","value_usd":3620},"apc_paid":null,"fwci":6.3449,"has_fulltext":false,"cited_by_count":49,"citation_normalized_percentile":{"value":0.98787174,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"130","issue":null,"first_page":"104278","last_page":"104278"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10396","display_name":"Fatigue and fracture mechanics","score":0.9940999746322632,"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/T10396","display_name":"Fatigue and fracture mechanics","score":0.9940999746322632,"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/T11948","display_name":"Machine Learning in Materials Science","score":0.0017999999690800905,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"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/T10514","display_name":"Numerical methods in engineering","score":0.0010000000474974513,"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/crack-growth-rate-prediction","display_name":"crack growth rate prediction","score":0.9200000166893005},{"id":"https://openalex.org/keywords/7075-t6-aluminum-alloy","display_name":"7075-T6 aluminum alloy","score":0.8840000033378601},{"id":"https://openalex.org/keywords/aerospace-aluminum-alloys","display_name":"aerospace aluminum alloys","score":0.8050000071525574},{"id":"https://openalex.org/keywords/surrogate-modeling","display_name":"surrogate models","score":0.7559999823570251},{"id":"https://openalex.org/keywords/r-ratio-effects","display_name":"R-ratio effects","score":0.9269999861717224},{"id":"https://openalex.org/keywords/specimen-thickness-effect","display_name":"specimen thickness effect","score":0.8220000267028809},{"id":"https://openalex.org/keywords/random-forest","display_name":"random forest","score":0.6589999794960022},{"id":"https://openalex.org/keywords/gaussian-process-regression","display_name":"Gaussian process regression","score":0.9950000047683716},{"id":"https://openalex.org/keywords/k-nearest-neighbors","display_name":"k-nearest neighbors","score":0.9470000267028809},{"id":"https://openalex.org/keywords/kernel-regression","display_name":"kernel regression","score":0.9940000176429749},{"id":"https://openalex.org/keywords/fatigue-crack-growth","display_name":"fatigue crack growth","score":0.6290000081062317}],"concepts":[{"id":"https://openalex.org/C81692654","wikidata":"https://www.wikidata.org/wiki/Q225926","display_name":"Kriging","level":2,"score":0.6698391437530518},{"id":"https://openalex.org/C61326573","wikidata":"https://www.wikidata.org/wiki/Q1496376","display_name":"Gaussian process","level":3,"score":0.6055127382278442},{"id":"https://openalex.org/C69809600","wikidata":"https://www.wikidata.org/wiki/Q7137166","display_name":"Paris' law","level":4,"score":0.5539149045944214},{"id":"https://openalex.org/C2777701225","wikidata":"https://www.wikidata.org/wiki/Q5241941","display_name":"Waviness","level":2,"score":0.4699787199497223},{"id":"https://openalex.org/C131675550","wikidata":"https://www.wikidata.org/wiki/Q7646884","display_name":"Surrogate model","level":2,"score":0.4648641049861908},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.4447338581085205},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.4349886178970337},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4166211783885956},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.399280846118927},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.3683464527130127},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35758331418037415},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32328999042510986},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.31341710686683655},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3064228594303131},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.29042673110961914},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.26728975772857666},{"id":"https://openalex.org/C59085676","wikidata":"https://www.wikidata.org/wiki/Q957852","display_name":"Fracture mechanics","level":2,"score":0.25400394201278687},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.12830877304077148},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0962088406085968},{"id":"https://openalex.org/C75512024","wikidata":"https://www.wikidata.org/wiki/Q17009280","display_name":"Crack closure","level":3,"score":0.09042945504188538},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.tafmec.2024.104278","doi":"https://doi.org/10.1016/j.tafmec.2024.104278","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.tafmec.2024.104278","pdf_url":null,"source":{"id":"https://openalex.org/S179906512","display_name":"Theoretical and Applied Fracture Mechanics","issn_l":"0167-8442","issn":["0167-8442","1872-7638"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","jufo-1","norway-1","poland-100","russia-white-list-1"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Theoretical and Applied Fracture Mechanics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W46349537","https://openalex.org/W57427531","https://openalex.org/W208419466","https://openalex.org/W256374803","https://openalex.org/W344667680","https://openalex.org/W615555626","https://openalex.org/W1613616236","https://openalex.org/W1968463507","https://openalex.org/W1978640325","https://openalex.org/W1979945481","https://openalex.org/W1990318025","https://openalex.org/W1993409909","https://openalex.org/W1994308075","https://openalex.org/W1997325496","https://openalex.org/W1998029015","https://openalex.org/W2009815764","https://openalex.org/W2020295991","https://openalex.org/W2041697026","https://openalex.org/W2049503282","https://openalex.org/W2060748802","https://openalex.org/W2062613656","https://openalex.org/W2083510917","https://openalex.org/W2088712953","https://openalex.org/W2092332046","https://openalex.org/W2100051218","https://openalex.org/W2232682655","https://openalex.org/W2614293472","https://openalex.org/W2961604913","https://openalex.org/W3081456333","https://openalex.org/W3114692006","https://openalex.org/W3156122116","https://openalex.org/W3216724712","https://openalex.org/W4284994961","https://openalex.org/W4285046021","https://openalex.org/W4294839568","https://openalex.org/W4306882945","https://openalex.org/W4318305461","https://openalex.org/W4322618198","https://openalex.org/W4323663359","https://openalex.org/W4361291832","https://openalex.org/W4386645217","https://openalex.org/W4387647625","https://openalex.org/W4390533244","https://openalex.org/W6602348541"],"related_works":["https://openalex.org/W4386639161","https://openalex.org/W4404467233","https://openalex.org/W4403995018","https://openalex.org/W4295647950","https://openalex.org/W7201833839","https://openalex.org/W7171569538","https://openalex.org/W3106994991","https://openalex.org/W2808322913","https://openalex.org/W4393032205","https://openalex.org/W3084179347"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":21},{"year":2025,"cited_by_count":17},{"year":2024,"cited_by_count":11}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2024-01-13T00:00:00"}
