{"id":"https://openalex.org/W1996166757","doi":"https://doi.org/10.1016/j.compstruc.2008.12.003","title":"Neural networks as material models within a multiscale approach","display_name":"Neural networks as material models within a multiscale approach","publication_year":2009,"publication_date":"2009-01-07","ids":{"openalex":"https://openalex.org/W1996166757","doi":"https://doi.org/10.1016/j.compstruc.2008.12.003","mag":"1996166757"},"language":"en","primary_location":{"id":"doi:10.1016/j.compstruc.2008.12.003","doi":"https://doi.org/10.1016/j.compstruc.2008.12.003","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.compstruc.2008.12.003","pdf_url":null,"source":{"id":"https://openalex.org/S111482492","display_name":"Computers & Structures","issn_l":"0045-7949","issn":["0045-7949","1879-2243"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","jufo-3","norway-2","poland-140","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":"Computers & Structures","raw_type":"journal-article"},"volume":null,"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/A5075972804","display_name":"J\u00f6rg F. Unger","orcid":"https://orcid.org/0000-0003-0035-0951","observed_orcids":["https://orcid.org/0000-0003-0035-0951"]},"institutions":[{"id":"https://openalex.org/I51441396","display_name":"Bauhaus-Universit\u00e4t Weimar","ror":"https://ror.org/033bb5z47","country_code":"DE","type":"education","lineage":["https://openalex.org/I51441396"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"J\u00f6rg F. Unger","raw_affiliation_strings":["Institute of Structural Mechanics, Bauhaus-University Weimar, Marienstr. 15, D-99423 Weimar, Germany","Institute of Structural Mechanics, Bauhaus-University Weimar, Marienstr. 15, D-99423 Weimar,#R#Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Structural Mechanics, Bauhaus-University Weimar, Marienstr. 15, D-99423 Weimar, Germany","institution_ids":["https://openalex.org/I51441396"]},{"raw_affiliation_string":"Institute of Structural Mechanics, Bauhaus-University Weimar, Marienstr. 15, D-99423 Weimar,#R#Germany","institution_ids":["https://openalex.org/I51441396"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108742463","display_name":"Carsten K\u00f6nke","orcid":"https://orcid.org/0000-0002-6008-511X","observed_orcids":["https://orcid.org/0000-0002-6008-511X"]},"institutions":[{"id":"https://openalex.org/I51441396","display_name":"Bauhaus-Universit\u00e4t Weimar","ror":"https://ror.org/033bb5z47","country_code":"DE","type":"education","lineage":["https://openalex.org/I51441396"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Carsten K\u00f6nke","raw_affiliation_strings":["Institute of Structural Mechanics, Bauhaus-University Weimar, Marienstr. 15, D-99423 Weimar, Germany","Institute of Structural Mechanics, Bauhaus-University Weimar, Marienstr. 15, D-99423 Weimar,#R#Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Structural Mechanics, Bauhaus-University Weimar, Marienstr. 15, D-99423 Weimar, Germany","institution_ids":["https://openalex.org/I51441396"]},{"raw_affiliation_string":"Institute of Structural Mechanics, Bauhaus-University Weimar, Marienstr. 15, D-99423 Weimar,#R#Germany","institution_ids":["https://openalex.org/I51441396"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5075972804"],"corresponding_institution_ids":["https://openalex.org/I51441396"],"apc_list":{"value":4200,"currency":"USD","value_usd":4200},"apc_paid":null,"fwci":4.9384,"has_fulltext":false,"cited_by_count":68,"citation_normalized_percentile":{"value":0.9380039,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"87","issue":"19-20","first_page":"1177","last_page":"1186"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10479","display_name":"Structural Behavior of Reinforced Concrete","score":0.8330000042915344,"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/T10479","display_name":"Structural Behavior of Reinforced Concrete","score":0.8330000042915344,"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/T11558","display_name":"Composite Material Mechanics","score":0.03849999979138374,"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/T10514","display_name":"Numerical methods in engineering","score":0.035999998450279236,"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/neural-network","display_name":"artificial neural networks","score":0.9350000023841858},{"id":"https://openalex.org/keywords/multiscale-modeling","display_name":"multiscale modeling","score":0.8809999823570251},{"id":"https://openalex.org/keywords/reinforced-concrete-beams","display_name":"reinforced concrete beams","score":0.9350000023841858},{"id":"https://openalex.org/keywords/homogenization","display_name":"homogenization","score":0.7950000166893005},{"id":"https://openalex.org/keywords/crack-width","display_name":"crack width","score":0.4909999966621399},{"id":"https://openalex.org/keywords/mesoscale-modeling","display_name":"mesoscale modeling","score":0.6510000228881836},{"id":"https://openalex.org/keywords/material-modeling","display_name":"material modeling","score":0.48399999737739563},{"id":"https://openalex.org/keywords/computational-efficiency","display_name":"computational efficiency","score":0.38100001215934753}],"concepts":[{"id":"https://openalex.org/C40382383","wikidata":"https://www.wikidata.org/wiki/Q2399824","display_name":"Mesoscale meteorology","level":2,"score":0.8702167272567749},{"id":"https://openalex.org/C2778722038","wikidata":"https://www.wikidata.org/wiki/Q17030643","display_name":"Homogenization (climate)","level":3,"score":0.8186500668525696},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7173093557357788},{"id":"https://openalex.org/C67203356","wikidata":"https://www.wikidata.org/wiki/Q1321905","display_name":"Reinforcement","level":2,"score":0.6537644267082214},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5097975134849548},{"id":"https://openalex.org/C188721877","wikidata":"https://www.wikidata.org/wiki/Q103510","display_name":"Bar (unit)","level":2,"score":0.4616388976573944},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.4179673194885254},{"id":"https://openalex.org/C141123601","wikidata":"https://www.wikidata.org/wiki/Q6935072","display_name":"Multiscale modeling","level":2,"score":0.4175404906272888},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19598162174224854},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.15891239047050476},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.14504557847976685},{"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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C130217890","wikidata":"https://www.wikidata.org/wiki/Q47041","display_name":"Biodiversity","level":2,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C49204034","wikidata":"https://www.wikidata.org/wiki/Q52139","display_name":"Climatology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.compstruc.2008.12.003","doi":"https://doi.org/10.1016/j.compstruc.2008.12.003","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.compstruc.2008.12.003","pdf_url":null,"source":{"id":"https://openalex.org/S111482492","display_name":"Computers & Structures","issn_l":"0045-7949","issn":["0045-7949","1879-2243"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","jufo-3","norway-2","poland-140","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":"Computers & Structures","raw_type":"journal-article"},{"id":"pmh:oai:opus4.weimar:3456","doi":null,"is_oa":false,"landing_page_url":"https://e-pub.uni-weimar.de/opus4/frontdoor/index/index/docId/3456","pdf_url":null,"source":{"id":"https://openalex.org/S4306401781","display_name":"Publication Server of Weimar Bauhaus-University (Weimar Bauhaus-University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I51441396","host_organization_name":"Bauhaus-Universit\u00e4t Weimar","host_organization_lineage":["https://openalex.org/I51441396"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conferenceobject"}],"best_oa_location":null,"sustainable_development_goals":[],"sustainable_development_goals_aurora":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.8100000023841858}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W19621276","https://openalex.org/W38566571","https://openalex.org/W569156507","https://openalex.org/W1493353576","https://openalex.org/W1498436455","https://openalex.org/W1825077972","https://openalex.org/W1968865709","https://openalex.org/W1970785618","https://openalex.org/W1978411497","https://openalex.org/W1999377157","https://openalex.org/W2008324442","https://openalex.org/W2013038908","https://openalex.org/W2020349249","https://openalex.org/W2033793034","https://openalex.org/W2051812123","https://openalex.org/W2064733273","https://openalex.org/W2068157303","https://openalex.org/W2094386804","https://openalex.org/W2104893957","https://openalex.org/W2106116601","https://openalex.org/W2120914564","https://openalex.org/W2124776405","https://openalex.org/W2128370650","https://openalex.org/W2133066748","https://openalex.org/W2133578162","https://openalex.org/W2142760922","https://openalex.org/W2143218676","https://openalex.org/W2143908786","https://openalex.org/W2146800939","https://openalex.org/W2147699377","https://openalex.org/W2155137029","https://openalex.org/W2155482699","https://openalex.org/W2168522132","https://openalex.org/W2334400248","https://openalex.org/W2807006470","https://openalex.org/W3168388994","https://openalex.org/W3209678262","https://openalex.org/W4231585091","https://openalex.org/W7034010676"],"related_works":["https://openalex.org/W3139950680","https://openalex.org/W2980864800","https://openalex.org/W2104620528","https://openalex.org/W1577772939","https://openalex.org/W2747716046","https://openalex.org/W2033163655","https://openalex.org/W2587153565","https://openalex.org/W2951572242","https://openalex.org/W4299531909","https://openalex.org/W2241343380"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2025-10-10T00:00:00"}