{"id":"https://openalex.org/W4400945389","doi":"https://doi.org/10.7148/2024-0216","title":"Calibration of discrete element method soil models based on penetrometer and direct shear box tests using a genetic algorithm","display_name":"Calibration of discrete element method soil models based on penetrometer and direct shear box tests using a genetic algorithm","publication_year":2024,"publication_date":"2024-06-07","ids":{"openalex":"https://openalex.org/W4400945389","doi":"https://doi.org/10.7148/2024-0216"},"language":"en","primary_location":{"id":"doi:10.7148/2024-0216","is_oa":true,"landing_page_url":"http://dx.doi.org/10.7148/2024-0216","pdf_url":"http://www.scs-europe.net/dlib/2024/ecms2024acceptedpapers/0216_fdem_ecms2024_0081.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ECMS 2024 Proceedings edited by Daniel Grzonka, Natalia Rylko, Grazyna Suchacka, Vladimir Mityushev","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://www.scs-europe.net/dlib/2024/ecms2024acceptedpapers/0216_fdem_ecms2024_0081.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007010781","display_name":"Bence Szab\u00f3","orcid":"https://orcid.org/0000-0001-6354-3545"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Bence Szabo","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108959649","display_name":"Taddeus Szabo","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Taddeus Szabo","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5028448053","display_name":"Korn\u00e9l Tam\u00e1s","orcid":"https://orcid.org/0000-0001-7556-6410"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kornel Tamas","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5007010781"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12727572,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"216","last_page":"222"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10716","display_name":"Soil and Unsaturated Flow","score":0.9333000183105469,"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"}},"topics":[{"id":"https://openalex.org/T10716","display_name":"Soil and Unsaturated Flow","score":0.9333000183105469,"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/T11978","display_name":"Soil Mechanics and Vehicle Dynamics","score":0.9243000149726868,"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/penetrometer","display_name":"Penetrometer","score":0.7386716604232788},{"id":"https://openalex.org/keywords/calibration","display_name":"Calibration","score":0.6070190668106079},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5193101763725281},{"id":"https://openalex.org/keywords/direct-shear-test","display_name":"Direct shear test","score":0.48880311846733093},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4741249084472656},{"id":"https://openalex.org/keywords/shear","display_name":"Shear (geology)","score":0.4314894676208496},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.41707974672317505},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2864888608455658},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.19977444410324097},{"id":"https://openalex.org/keywords/soil-science","display_name":"Soil science","score":0.18446242809295654},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.17307162284851074},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.169849693775177},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.14793702960014343},{"id":"https://openalex.org/keywords/soil-water","display_name":"Soil water","score":0.13116520643234253},{"id":"https://openalex.org/keywords/composite-material","display_name":"Composite material","score":0.080756276845932}],"concepts":[{"id":"https://openalex.org/C2780830269","wikidata":"https://www.wikidata.org/wiki/Q902845","display_name":"Penetrometer","level":3,"score":0.7386716604232788},{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.6070190668106079},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5193101763725281},{"id":"https://openalex.org/C41151612","wikidata":"https://www.wikidata.org/wiki/Q5280388","display_name":"Direct shear test","level":3,"score":0.48880311846733093},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4741249084472656},{"id":"https://openalex.org/C96035792","wikidata":"https://www.wikidata.org/wiki/Q43606218","display_name":"Shear (geology)","level":2,"score":0.4314894676208496},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.41707974672317505},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2864888608455658},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.19977444410324097},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.18446242809295654},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.17307162284851074},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.169849693775177},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.14793702960014343},{"id":"https://openalex.org/C159750122","wikidata":"https://www.wikidata.org/wiki/Q96621023","display_name":"Soil water","level":2,"score":0.13116520643234253},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.080756276845932}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.7148/2024-0216","is_oa":true,"landing_page_url":"http://dx.doi.org/10.7148/2024-0216","pdf_url":"http://www.scs-europe.net/dlib/2024/ecms2024acceptedpapers/0216_fdem_ecms2024_0081.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ECMS 2024 Proceedings edited by Daniel Grzonka, Natalia Rylko, Grazyna Suchacka, Vladimir Mityushev","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.7148/2024-0216","is_oa":true,"landing_page_url":"http://dx.doi.org/10.7148/2024-0216","pdf_url":"http://www.scs-europe.net/dlib/2024/ecms2024acceptedpapers/0216_fdem_ecms2024_0081.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ECMS 2024 Proceedings edited by Daniel Grzonka, Natalia Rylko, Grazyna Suchacka, Vladimir Mityushev","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","score":0.5299999713897705,"display_name":"Zero hunger"}],"awards":[{"id":"https://openalex.org/G134384773","display_name":null,"funder_award_id":"TKP2021","funder_id":"https://openalex.org/F4320326762","funder_display_name":"Nemzeti Kutat\u00e1si Fejleszt\u00e9si \u00e9s Innov\u00e1ci\u00f3s Hivatal"},{"id":"https://openalex.org/G1960547982","display_name":null,"funder_award_id":"NKP-23-5","funder_id":"https://openalex.org/F4320326762","funder_display_name":"Nemzeti Kutat\u00e1si Fejleszt\u00e9si \u00e9s Innov\u00e1ci\u00f3s Hivatal"},{"id":"https://openalex.org/G2760601166","display_name":null,"funder_award_id":"TKP-6-6/PALY-2021","funder_id":"https://openalex.org/F4320326762","funder_display_name":"Nemzeti Kutat\u00e1si Fejleszt\u00e9si \u00e9s Innov\u00e1ci\u00f3s Hivatal"},{"id":"https://openalex.org/G298428782","display_name":null,"funder_award_id":"TKP2021","funder_id":"https://openalex.org/F4320335908","funder_display_name":"Nemzeti Kutat\u00e1si, Fejleszt\u00e9si \u00e9s Innovaci\u00f3s Alap"},{"id":"https://openalex.org/G2995322404","display_name":null,"funder_award_id":"\u00daNKP-23-2","funder_id":"https://openalex.org/F4320326762","funder_display_name":"Nemzeti Kutat\u00e1si Fejleszt\u00e9si \u00e9s Innov\u00e1ci\u00f3s Hivatal"},{"id":"https://openalex.org/G3016221839","display_name":null,"funder_award_id":"NKP-23-5","funder_id":"https://openalex.org/F4320335908","funder_display_name":"Nemzeti Kutat\u00e1si, Fejleszt\u00e9si \u00e9s Innovaci\u00f3s Alap"},{"id":"https://openalex.org/G3322371185","display_name":null,"funder_award_id":"\u00daNKP-23-5","funder_id":"https://openalex.org/F4320326762","funder_display_name":"Nemzeti Kutat\u00e1si Fejleszt\u00e9si \u00e9s Innov\u00e1ci\u00f3s Hivatal"},{"id":"https://openalex.org/G3707183902","display_name":null,"funder_award_id":"NKFIH","funder_id":"https://openalex.org/F4320321994","funder_display_name":"Hungarian Scientific Research Fund"},{"id":"https://openalex.org/G4647131000","display_name":null,"funder_award_id":"\u00daNKP-23-5","funder_id":"https://openalex.org/F4320322192","funder_display_name":"Magyar Tudom\u00e1nyos Akad\u00e9mia"},{"id":"https://openalex.org/G5029892733","display_name":null,"funder_award_id":"PALY-2021","funder_id":"https://openalex.org/F4320335908","funder_display_name":"Nemzeti Kutat\u00e1si, Fejleszt\u00e9si \u00e9s Innovaci\u00f3s Alap"},{"id":"https://openalex.org/G583564632","display_name":null,"funder_award_id":"TKP-6-6/PALY-2021","funder_id":"https://openalex.org/F4320335908","funder_display_name":"Nemzeti Kutat\u00e1si, Fejleszt\u00e9si \u00e9s Innovaci\u00f3s Alap"},{"id":"https://openalex.org/G6375554587","display_name":null,"funder_award_id":"\u00daNKP-23-2","funder_id":"https://openalex.org/F4320335908","funder_display_name":"Nemzeti Kutat\u00e1si, Fejleszt\u00e9si \u00e9s Innovaci\u00f3s Alap"},{"id":"https://openalex.org/G6483734314","display_name":null,"funder_award_id":"NKP-23-2","funder_id":"https://openalex.org/F4320335908","funder_display_name":"Nemzeti Kutat\u00e1si, Fejleszt\u00e9si \u00e9s Innovaci\u00f3s Alap"},{"id":"https://openalex.org/G7993731786","display_name":null,"funder_award_id":"\u00daNKP-23-5","funder_id":"https://openalex.org/F4320335908","funder_display_name":"Nemzeti Kutat\u00e1si, Fejleszt\u00e9si \u00e9s Innovaci\u00f3s Alap"},{"id":"https://openalex.org/G8284597927","display_name":null,"funder_award_id":"J\u00e1nos Bolyai","funder_id":"https://openalex.org/F4320322192","funder_display_name":"Magyar Tudom\u00e1nyos Akad\u00e9mia"}],"funders":[{"id":"https://openalex.org/F4320321994","display_name":"Hungarian Scientific Research Fund","ror":"https://ror.org/00v349e63"},{"id":"https://openalex.org/F4320322192","display_name":"Magyar Tudom\u00e1nyos Akad\u00e9mia","ror":"https://ror.org/02ks8qq67"},{"id":"https://openalex.org/F4320326762","display_name":"Nemzeti Kutat\u00e1si Fejleszt\u00e9si \u00e9s Innov\u00e1ci\u00f3s Hivatal","ror":null},{"id":"https://openalex.org/F4320335908","display_name":"Nemzeti Kutat\u00e1si, Fejleszt\u00e9si \u00e9s Innovaci\u00f3s Alap","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4400945389.pdf","grobid_xml":"https://content.openalex.org/works/W4400945389.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W189843260","https://openalex.org/W4398244192","https://openalex.org/W4376875976","https://openalex.org/W2396266290","https://openalex.org/W2317155826","https://openalex.org/W2013801212","https://openalex.org/W1975991501","https://openalex.org/W4315618930","https://openalex.org/W2367866969","https://openalex.org/W2017571886"],"abstract_inverted_index":{"The":[0,61,141],"investigation":[1],"and":[2,18,124,135],"mechanical":[3,72],"modeling":[4,29],"of":[5,22,52,64,74,84,105,148],"agricultural":[6],"soil":[7,17,28,49,53,76,108,127,152],"play":[8],"an":[9,96],"important":[10],"role":[11],"in":[12,46],"studying":[13],"the":[14,23,31,81,85,102,106,146,149,163],"interaction":[15,40],"between":[16],"tillage":[19],"tools.":[20],"One":[21],"possible":[24,79],"numerical":[25,38],"methods":[26],"for":[27],"is":[30,59,66],"discrete":[32],"element":[33],"method":[34],"(DEM).":[35],"Achieving":[36],"reliable":[37],"soil-tool":[39],"studies":[41],"poses":[42],"a":[43,75],"significant":[44],"challenge":[45],"calibrating":[47],"various":[48],"models.":[50],"Calibration":[51,88],"models":[54],"based":[55,89,132,161],"on":[56,90,133,162],"physical":[57,91,116,169],"measurements":[58,92],"feasible.":[60],"general":[62],"aim":[63],"calibration":[65],"to":[67,121],"match":[68],"as":[69,78],"many":[70],"behavioural":[71],"properties":[73,83,166],"model":[77,109,128,153],"with":[80],"macromechanical":[82,165],"actual":[86],"soil.":[87],"has":[93],"previously":[94],"been":[95],"extensive":[97],"process":[98],"because":[99],"during":[100,115],"calibration,":[101],"micromechanical":[103],"parameters":[104,147],"DEM":[107,126,151],"can":[110,154],"not":[111],"be":[112,155],"measured":[113],"directly":[114],"tests.":[117,140],"This":[118],"research":[119,142],"aims":[120],"calibrate":[122],"complex":[123],"automated":[125],"using":[129,158],"genetic":[130,159],"algorithms":[131,160],"penetration":[134],"laboratory":[136],"direct":[137],"shear":[138],"box":[139],"results":[143],"demonstrate":[144],"that":[145],"appropriate":[150],"effectively":[156],"adjusted":[157],"soil\u2019s":[164],"determined":[167],"by":[168],"measurements.":[170]},"counts_by_year":[],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
