{"id":"https://openalex.org/W4283802433","doi":"https://doi.org/10.1007/s00521-022-07547-0","title":"Investigation of ANN architecture for predicting residual strength of clay soil","display_name":"Investigation of ANN architecture for predicting residual strength of clay soil","publication_year":2022,"publication_date":"2022-07-04","ids":{"openalex":"https://openalex.org/W4283802433","doi":"https://doi.org/10.1007/s00521-022-07547-0"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-022-07547-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-022-07547-0","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","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/A5059172603","display_name":"Van Quan Tran","orcid":"https://orcid.org/0000-0002-4157-7717"},"institutions":[{"id":"https://openalex.org/I4210138918","display_name":"University Of Transport Technology","ror":"https://ror.org/04dp8y877","country_code":"VN","type":"education","lineage":["https://openalex.org/I4210138918"]}],"countries":["VN"],"is_corresponding":true,"raw_author_name":"Van Quan Tran","raw_affiliation_strings":["University of Transport Technology, Hanoi, Vietnam","University of Transport Technology, No. 54 Trieu Khuc Street, Thanh Xuan District, Hanoi, Vietnam"],"raw_orcid":"https://orcid.org/0000-0002-4157-7717","affiliations":[{"raw_affiliation_string":"University of Transport Technology, Hanoi, Vietnam","institution_ids":["https://openalex.org/I4210138918"]},{"raw_affiliation_string":"University of Transport Technology, No. 54 Trieu Khuc Street, Thanh Xuan District, Hanoi, Vietnam","institution_ids":["https://openalex.org/I4210138918"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032415906","display_name":"Viet Quoc Dang","orcid":"https://orcid.org/0000-0003-3623-1663"},"institutions":[{"id":"https://openalex.org/I257903683","display_name":"Hanoi University of Civil Engineering","ror":"https://ror.org/01351mb48","country_code":"VN","type":"education","lineage":["https://openalex.org/I257903683"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Viet Quoc Dang","raw_affiliation_strings":["Faculty of Bridge and Road Construction, Mientrung University of Civil Engineering (MUCE), 24 Nguyen Du Street, Ward 7, Tuy Hoa City, Phu Yen Province, Vietnam","Faculty of Bridge and Road Construction, Mientrung University of Civil Engineering (MUCE), Tuy Hoa City, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Bridge and Road Construction, Mientrung University of Civil Engineering (MUCE), 24 Nguyen Du Street, Ward 7, Tuy Hoa City, Phu Yen Province, Vietnam","institution_ids":["https://openalex.org/I257903683"]},{"raw_affiliation_string":"Faculty of Bridge and Road Construction, Mientrung University of Civil Engineering (MUCE), Tuy Hoa City, Vietnam","institution_ids":["https://openalex.org/I257903683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061947201","display_name":"Hai Quan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hai Quan Do","raw_affiliation_strings":["Center for Structures and Materials, Viettel Aerospace Institute - Viettel Group, Lot D26, Cau Giay New Urban Area, Yen Hoa ward, Cau Giay District, Hanoi, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Structures and Materials, Viettel Aerospace Institute - Viettel Group, Lot D26, Cau Giay New Urban Area, Yen Hoa ward, Cau Giay District, Hanoi, Vietnam","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073893774","display_name":"Lanh Si Ho","orcid":"https://orcid.org/0000-0002-6012-6460"},"institutions":[{"id":"https://openalex.org/I4210138918","display_name":"University Of Transport Technology","ror":"https://ror.org/04dp8y877","country_code":"VN","type":"education","lineage":["https://openalex.org/I4210138918"]}],"countries":["VN"],"is_corresponding":true,"raw_author_name":"Lanh Si Ho","raw_affiliation_strings":["University of Transport Technology, Hanoi, Vietnam","University of Transport Technology, No. 54 Trieu Khuc Street, Thanh Xuan District, Hanoi, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Transport Technology, Hanoi, Vietnam","institution_ids":["https://openalex.org/I4210138918"]},{"raw_affiliation_string":"University of Transport Technology, No. 54 Trieu Khuc Street, Thanh Xuan District, Hanoi, Vietnam","institution_ids":["https://openalex.org/I4210138918"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5059172603","https://openalex.org/A5073893774"],"corresponding_institution_ids":["https://openalex.org/I4210138918"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":1.5758,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.79949559,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"34","issue":"21","first_page":"19253","last_page":"19268"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11046","display_name":"Geotechnical Engineering and Analysis","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T11046","display_name":"Geotechnical Engineering and Analysis","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T13596","display_name":"Grouting, Rheology, and Soil Mechanics","score":0.9958999752998352,"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/T12293","display_name":"Dam Engineering and Safety","score":0.994700014591217,"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/residual","display_name":"Residual","score":0.8507869243621826},{"id":"https://openalex.org/keywords/atterberg-limits","display_name":"Atterberg limits","score":0.6863219738006592},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.5516985058784485},{"id":"https://openalex.org/keywords/mica","display_name":"Mica","score":0.5416219234466553},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5267830491065979},{"id":"https://openalex.org/keywords/residual-strength","display_name":"Residual strength","score":0.4991190433502197},{"id":"https://openalex.org/keywords/correlation-coefficient","display_name":"Correlation coefficient","score":0.4710051119327545},{"id":"https://openalex.org/keywords/coefficient-of-determination","display_name":"Coefficient of determination","score":0.46705830097198486},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.4659517705440521},{"id":"https://openalex.org/keywords/fraction","display_name":"Fraction (chemistry)","score":0.4620150625705719},{"id":"https://openalex.org/keywords/approximation-error","display_name":"Approximation error","score":0.4303785562515259},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.39469438791275024},{"id":"https://openalex.org/keywords/soil-science","display_name":"Soil science","score":0.38664108514785767},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3420751392841339},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.32354438304901123},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.26632022857666016},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.2545761168003082},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.23309871554374695},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18155449628829956},{"id":"https://openalex.org/keywords/soil-water","display_name":"Soil water","score":0.15286681056022644},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10558801889419556},{"id":"https://openalex.org/keywords/composite-material","display_name":"Composite material","score":0.10448095202445984},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.09666037559509277}],"concepts":[{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.8507869243621826},{"id":"https://openalex.org/C116973930","wikidata":"https://www.wikidata.org/wiki/Q1143620","display_name":"Atterberg limits","level":3,"score":0.6863219738006592},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.5516985058784485},{"id":"https://openalex.org/C2781038479","wikidata":"https://www.wikidata.org/wiki/Q114675","display_name":"Mica","level":2,"score":0.5416219234466553},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5267830491065979},{"id":"https://openalex.org/C20965850","wikidata":"https://www.wikidata.org/wiki/Q7315516","display_name":"Residual strength","level":2,"score":0.4991190433502197},{"id":"https://openalex.org/C2780092901","wikidata":"https://www.wikidata.org/wiki/Q3433612","display_name":"Correlation coefficient","level":2,"score":0.4710051119327545},{"id":"https://openalex.org/C128990827","wikidata":"https://www.wikidata.org/wiki/Q192830","display_name":"Coefficient of determination","level":2,"score":0.46705830097198486},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.4659517705440521},{"id":"https://openalex.org/C149629883","wikidata":"https://www.wikidata.org/wiki/Q660926","display_name":"Fraction (chemistry)","level":2,"score":0.4620150625705719},{"id":"https://openalex.org/C122383733","wikidata":"https://www.wikidata.org/wiki/Q865920","display_name":"Approximation error","level":2,"score":0.4303785562515259},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.39469438791275024},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.38664108514785767},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3420751392841339},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.32354438304901123},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.26632022857666016},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2545761168003082},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.23309871554374695},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18155449628829956},{"id":"https://openalex.org/C159750122","wikidata":"https://www.wikidata.org/wiki/Q96621023","display_name":"Soil water","level":2,"score":0.15286681056022644},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10558801889419556},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.10448095202445984},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.09666037559509277},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-022-07547-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-022-07547-0","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7400000095367432,"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1678356000","https://openalex.org/W1972380841","https://openalex.org/W1983646624","https://openalex.org/W1988643382","https://openalex.org/W1992656360","https://openalex.org/W1996891915","https://openalex.org/W2017703815","https://openalex.org/W2026302091","https://openalex.org/W2034560680","https://openalex.org/W2036452442","https://openalex.org/W2038808304","https://openalex.org/W2046145524","https://openalex.org/W2051434435","https://openalex.org/W2054807119","https://openalex.org/W2057289968","https://openalex.org/W2062136408","https://openalex.org/W2063484876","https://openalex.org/W2070257062","https://openalex.org/W2073211054","https://openalex.org/W2076165558","https://openalex.org/W2132839880","https://openalex.org/W2137356002","https://openalex.org/W2164020514","https://openalex.org/W2170450462","https://openalex.org/W3008106446","https://openalex.org/W3014739067","https://openalex.org/W3014898484","https://openalex.org/W3032730445","https://openalex.org/W3092657053","https://openalex.org/W3128290931","https://openalex.org/W3153764057","https://openalex.org/W3157090162","https://openalex.org/W3160713011","https://openalex.org/W3179310586","https://openalex.org/W3201675503","https://openalex.org/W4210901879"],"related_works":["https://openalex.org/W3019209726","https://openalex.org/W1989500502","https://openalex.org/W2473579263","https://openalex.org/W4295956600","https://openalex.org/W2050935007","https://openalex.org/W3175724644","https://openalex.org/W2398690011","https://openalex.org/W2502698240","https://openalex.org/W4282837699","https://openalex.org/W2659933339"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}
