{"id":"https://openalex.org/W4416529595","doi":"https://doi.org/10.1016/j.aei.2025.104060","title":"Clarity in DEM cementation predictions: Integrating automated machine learning and interpretability analysis of shear wave velocity","display_name":"Clarity in DEM cementation predictions: Integrating automated machine learning and interpretability analysis of shear wave velocity","publication_year":2025,"publication_date":"2025-11-09","ids":{"openalex":"https://openalex.org/W4416529595","doi":"https://doi.org/10.1016/j.aei.2025.104060"},"language":"en","primary_location":{"id":"doi:10.1016/j.aei.2025.104060","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.aei.2025.104060","pdf_url":null,"source":{"id":"https://openalex.org/S112141509","display_name":"Advanced Engineering Informatics","issn_l":"1474-0346","issn":["1474-0346","1873-5320"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advanced Engineering Informatics","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/A5101985715","display_name":"Meng Sun","orcid":"https://orcid.org/0000-0002-7141-2833"},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Meng Sun","raw_affiliation_strings":["Department of Real Estate and Construction, The University of Hong Kong, Pokfulam, Hong Kong, China"],"raw_orcid":"https://orcid.org/0000-0002-7141-2833","affiliations":[{"raw_affiliation_string":"Department of Real Estate and Construction, The University of Hong Kong, Pokfulam, Hong Kong, China","institution_ids":["https://openalex.org/I889458895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010711185","display_name":"Liang Dong","orcid":"https://orcid.org/0000-0002-9708-5391"},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Dong Liang","raw_affiliation_strings":["Department of Real Estate and Construction, The University of Hong Kong, Pokfulam, Hong Kong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Real Estate and Construction, The University of Hong Kong, Pokfulam, Hong Kong, China","institution_ids":["https://openalex.org/I889458895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100394325","display_name":"Jiajia Wang","orcid":"https://orcid.org/0000-0002-8177-3915"},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Jiajia Wang","raw_affiliation_strings":["Department of Real Estate and Construction, The University of Hong Kong, Pokfulam, Hong Kong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Real Estate and Construction, The University of Hong Kong, Pokfulam, Hong Kong, China","institution_ids":["https://openalex.org/I889458895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025834233","display_name":"Bate Bate","orcid":"https://orcid.org/0000-0002-8692-8402"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bate Bate","raw_affiliation_strings":["Institute of Geotechnical Engineering, College of Civil Engineering and Architecture, Zhejiang University, Hangzhou 310058, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Geotechnical Engineering, College of Civil Engineering and Architecture, Zhejiang University, Hangzhou 310058, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062957234","display_name":"Fan Xue","orcid":"https://orcid.org/0000-0003-2217-3693"},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"Fan Xue","raw_affiliation_strings":["Department of Real Estate and Construction, The University of Hong Kong, Pokfulam, Hong Kong, China","National Center of Technology Innovation for Digital Construction Hong Kong Branch, The University of Hong Kong, Pokfulam, Hong Kong, China"],"raw_orcid":"https://orcid.org/0000-0003-2217-3693","affiliations":[{"raw_affiliation_string":"Department of Real Estate and Construction, The University of Hong Kong, Pokfulam, Hong Kong, China","institution_ids":["https://openalex.org/I889458895"]},{"raw_affiliation_string":"National Center of Technology Innovation for Digital Construction Hong Kong Branch, The University of Hong Kong, Pokfulam, Hong Kong, China","institution_ids":["https://openalex.org/I889458895"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5062957234"],"corresponding_institution_ids":["https://openalex.org/I889458895"],"apc_list":{"value":3570,"currency":"USD","value_usd":3570},"apc_paid":null,"fwci":1.6419,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.84139073,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"69","issue":null,"first_page":"104060","last_page":"104060"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10615","display_name":"Granular flow and fluidized beds","score":0.1151999980211258,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T10615","display_name":"Granular flow and fluidized beds","score":0.1151999980211258,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T10635","display_name":"Hydraulic Fracturing and Reservoir Analysis","score":0.09210000187158585,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T10512","display_name":"Orthopaedic implants and arthroplasty","score":0.08340000361204147,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.9661999940872192},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.438400000333786},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.4345000088214874},{"id":"https://openalex.org/keywords/robotics","display_name":"Robotics","score":0.4036000072956085},{"id":"https://openalex.org/keywords/kriging","display_name":"Kriging","score":0.3522000014781952},{"id":"https://openalex.org/keywords/discrete-element-method","display_name":"Discrete element method","score":0.32739999890327454},{"id":"https://openalex.org/keywords/cementation","display_name":"Cementation (geology)","score":0.3248000144958496},{"id":"https://openalex.org/keywords/clarity","display_name":"CLARITY","score":0.3192000091075897}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.9661999940872192},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6984999775886536},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.649399995803833},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.450300008058548},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.438400000333786},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.4345000088214874},{"id":"https://openalex.org/C34413123","wikidata":"https://www.wikidata.org/wiki/Q170978","display_name":"Robotics","level":3,"score":0.4036000072956085},{"id":"https://openalex.org/C81692654","wikidata":"https://www.wikidata.org/wiki/Q225926","display_name":"Kriging","level":2,"score":0.3522000014781952},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33090001344680786},{"id":"https://openalex.org/C171872576","wikidata":"https://www.wikidata.org/wiki/Q902783","display_name":"Discrete element method","level":2,"score":0.32739999890327454},{"id":"https://openalex.org/C94556721","wikidata":"https://www.wikidata.org/wiki/Q189315","display_name":"Cementation (geology)","level":3,"score":0.3248000144958496},{"id":"https://openalex.org/C2777146004","wikidata":"https://www.wikidata.org/wiki/Q14949826","display_name":"CLARITY","level":2,"score":0.3192000091075897},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3165000081062317},{"id":"https://openalex.org/C2779372316","wikidata":"https://www.wikidata.org/wiki/Q569057","display_name":"Stiffness","level":2,"score":0.2994000017642975},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.2985999882221222},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.28790000081062317},{"id":"https://openalex.org/C175309249","wikidata":"https://www.wikidata.org/wiki/Q725864","display_name":"Pipeline transport","level":2,"score":0.2818000018596649},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.273499995470047},{"id":"https://openalex.org/C189950617","wikidata":"https://www.wikidata.org/wiki/Q937228","display_name":"Property (philosophy)","level":2,"score":0.26910001039505005},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.25940001010894775},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.2563999891281128},{"id":"https://openalex.org/C96035792","wikidata":"https://www.wikidata.org/wiki/Q43606218","display_name":"Shear (geology)","level":2,"score":0.2517000138759613}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.aei.2025.104060","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.aei.2025.104060","pdf_url":null,"source":{"id":"https://openalex.org/S112141509","display_name":"Advanced Engineering Informatics","issn_l":"1474-0346","issn":["1474-0346","1873-5320"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advanced Engineering Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8781906393","display_name":null,"funder_award_id":"42177118","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8943404705","display_name":"As-built building information modeling (BIM) of RC details from radar images: A derivative-free optimization (DFO) approach based on Yee\u2019s model","funder_award_id":"17200123","funder_id":"https://openalex.org/F4320321592","funder_display_name":"Research Grants Council, University Grants Committee"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321592","display_name":"Research Grants Council, University Grants Committee","ror":"https://ror.org/00djwmt25"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W1678356000","https://openalex.org/W1787224781","https://openalex.org/W1918159054","https://openalex.org/W2037826298","https://openalex.org/W2040008167","https://openalex.org/W2040927128","https://openalex.org/W2051382488","https://openalex.org/W2056132907","https://openalex.org/W2070627790","https://openalex.org/W2083922927","https://openalex.org/W2085281262","https://openalex.org/W2160319921","https://openalex.org/W2200200452","https://openalex.org/W2294347688","https://openalex.org/W2553873771","https://openalex.org/W2568851194","https://openalex.org/W2749768442","https://openalex.org/W2768440360","https://openalex.org/W2901882553","https://openalex.org/W2943279890","https://openalex.org/W2948056727","https://openalex.org/W2963095307","https://openalex.org/W2981731882","https://openalex.org/W3035517615","https://openalex.org/W3080475817","https://openalex.org/W4210745325","https://openalex.org/W4213251046","https://openalex.org/W4285042838","https://openalex.org/W4313457971","https://openalex.org/W4322806648","https://openalex.org/W4323351152","https://openalex.org/W4380360046","https://openalex.org/W4382877284","https://openalex.org/W4385661291","https://openalex.org/W4385911144","https://openalex.org/W4387878443","https://openalex.org/W4388658246","https://openalex.org/W4389334200","https://openalex.org/W4392671173","https://openalex.org/W4393317328","https://openalex.org/W4393853305","https://openalex.org/W4394927283","https://openalex.org/W4394945924","https://openalex.org/W4404517025","https://openalex.org/W4406382944","https://openalex.org/W4406711938","https://openalex.org/W4408160298","https://openalex.org/W7077074882"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-14T06:11:07.267592","created_date":"2025-11-09T00:00:00"}