{"id":"https://openalex.org/W1968876620","doi":"https://doi.org/10.1061/(asce)cp.1943-5487.0000495","title":"Nonlinear Kalman Filters for Model Calibration of Soil Parameters for Geomechanical Modeling in Mechanized Tunneling","display_name":"Nonlinear Kalman Filters for Model Calibration of Soil Parameters for Geomechanical Modeling in Mechanized Tunneling","publication_year":2015,"publication_date":"2015-04-29","ids":{"openalex":"https://openalex.org/W1968876620","doi":"https://doi.org/10.1061/(asce)cp.1943-5487.0000495","mag":"1968876620"},"language":"en","primary_location":{"id":"doi:10.1061/(asce)cp.1943-5487.0000495","is_oa":false,"landing_page_url":"https://doi.org/10.1061/(asce)cp.1943-5487.0000495","pdf_url":null,"source":{"id":"https://openalex.org/S176637136","display_name":"Journal of Computing in Civil Engineering","issn_l":"0887-3801","issn":["0887-3801","1943-5487"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315747","host_organization_name":"American Society of Civil Engineers","host_organization_lineage":["https://openalex.org/P4310315747"],"host_organization_lineage_names":["American Society of Civil Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing in Civil Engineering","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/A5020065136","display_name":"Luan Nguyen","orcid":"https://orcid.org/0000-0001-9005-0172"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Luan T. Nguyen","raw_affiliation_strings":["AG Mechanik Adaptiver Systeme, Dept. of Civil and Environmental Engineering, Ruhr-Universit\u00e4t Bochum, Universit\u00e4tsstr. 150, 44801 Bochum, Germany (corresponding author)"],"affiliations":[{"raw_affiliation_string":"AG Mechanik Adaptiver Systeme, Dept. of Civil and Environmental Engineering, Ruhr-Universit\u00e4t Bochum, Universit\u00e4tsstr. 150, 44801 Bochum, Germany (corresponding author)","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067984450","display_name":"Tamara Nestorovi\u0107","orcid":"https://orcid.org/0000-0003-0316-2171"},"institutions":[{"id":"https://openalex.org/I904495901","display_name":"Ruhr University Bochum","ror":"https://ror.org/04tsk2644","country_code":"DE","type":"education","lineage":["https://openalex.org/I904495901"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tamara Nestorovi\u0107","raw_affiliation_strings":["AG Mechanik Adaptiver Systeme, Dept. of Civil and Environmental Engineering, Ruhr-Universit\u00e4t Bochum, Universit\u00e4tsstr. 150, 44801 Bochum, Germany"],"affiliations":[{"raw_affiliation_string":"AG Mechanik Adaptiver Systeme, Dept. of Civil and Environmental Engineering, Ruhr-Universit\u00e4t Bochum, Universit\u00e4tsstr. 150, 44801 Bochum, Germany","institution_ids":["https://openalex.org/I904495901"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5020065136"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.61398616,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.84329113,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"30","issue":"2","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10770","display_name":"Soil Geostatistics and Mapping","score":0.9918000102043152,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10770","display_name":"Soil Geostatistics and Mapping","score":0.9918000102043152,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11609","display_name":"Geophysical Methods and Applications","score":0.9890000224113464,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T12482","display_name":"Tunneling and Rock Mechanics","score":0.9883000254631042,"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/extended-kalman-filter","display_name":"Extended Kalman filter","score":0.8462115526199341},{"id":"https://openalex.org/keywords/kalman-filter","display_name":"Kalman filter","score":0.7329654693603516},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.6762466430664062},{"id":"https://openalex.org/keywords/fast-kalman-filter","display_name":"Fast Kalman filter","score":0.5544692873954773},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.46608322858810425},{"id":"https://openalex.org/keywords/calibration","display_name":"Calibration","score":0.4268847405910492},{"id":"https://openalex.org/keywords/invariant-extended-kalman-filter","display_name":"Invariant extended Kalman filter","score":0.425708532333374},{"id":"https://openalex.org/keywords/ensemble-kalman-filter","display_name":"Ensemble Kalman filter","score":0.4148729145526886},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.36013978719711304},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.30299919843673706},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2579578161239624},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.20005479454994202},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.07768753170967102},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.0701216459274292},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.06686031818389893}],"concepts":[{"id":"https://openalex.org/C206833254","wikidata":"https://www.wikidata.org/wiki/Q5421817","display_name":"Extended Kalman filter","level":3,"score":0.8462115526199341},{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.7329654693603516},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.6762466430664062},{"id":"https://openalex.org/C150679823","wikidata":"https://www.wikidata.org/wiki/Q5436946","display_name":"Fast Kalman filter","level":4,"score":0.5544692873954773},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.46608322858810425},{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.4268847405910492},{"id":"https://openalex.org/C8639503","wikidata":"https://www.wikidata.org/wiki/Q6059511","display_name":"Invariant extended Kalman filter","level":4,"score":0.425708532333374},{"id":"https://openalex.org/C79334102","wikidata":"https://www.wikidata.org/wiki/Q3072268","display_name":"Ensemble Kalman filter","level":4,"score":0.4148729145526886},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.36013978719711304},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.30299919843673706},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2579578161239624},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.20005479454994202},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.07768753170967102},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0701216459274292},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.06686031818389893},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"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:10.1061/(asce)cp.1943-5487.0000495","is_oa":false,"landing_page_url":"https://doi.org/10.1061/(asce)cp.1943-5487.0000495","pdf_url":null,"source":{"id":"https://openalex.org/S176637136","display_name":"Journal of Computing in Civil Engineering","issn_l":"0887-3801","issn":["0887-3801","1943-5487"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315747","host_organization_name":"American Society of Civil Engineers","host_organization_lineage":["https://openalex.org/P4310315747"],"host_organization_lineage_names":["American Society of Civil Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing in Civil Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","score":0.6299999952316284,"display_name":"Life in Land"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W97570022","https://openalex.org/W304861154","https://openalex.org/W1512208174","https://openalex.org/W1520710862","https://openalex.org/W1526124375","https://openalex.org/W1581808154","https://openalex.org/W1595574986","https://openalex.org/W1749494163","https://openalex.org/W1949096608","https://openalex.org/W1984641108","https://openalex.org/W1988928699","https://openalex.org/W2002921619","https://openalex.org/W2015997459","https://openalex.org/W2020934227","https://openalex.org/W2036323349","https://openalex.org/W2039687266","https://openalex.org/W2070007446","https://openalex.org/W2074144268","https://openalex.org/W2098630962","https://openalex.org/W2105934661","https://openalex.org/W2122512809","https://openalex.org/W2127896043","https://openalex.org/W2129068975","https://openalex.org/W2152458971","https://openalex.org/W2166130695","https://openalex.org/W2188632562","https://openalex.org/W2346740528","https://openalex.org/W2480783932","https://openalex.org/W2497438249","https://openalex.org/W2999690258","https://openalex.org/W4231620555"],"related_works":["https://openalex.org/W2182059946","https://openalex.org/W4206024512","https://openalex.org/W2483158495","https://openalex.org/W2053335193","https://openalex.org/W2870890761","https://openalex.org/W1506303183","https://openalex.org/W2150837402","https://openalex.org/W2130896823","https://openalex.org/W2119007379","https://openalex.org/W2890211018"],"abstract_inverted_index":{"This":[0],"work":[1],"shows":[2,79],"that":[3,91],"nonlinear":[4,41,74,88],"Kalman":[5,75,89,109,115,123],"filters":[6,90,124],"can":[7],"be":[8],"applied":[9],"very":[10],"effectively":[11],"for":[12,18,94,125,133],"the":[13,64,73,80,84,95,107,113,121,142,147],"calibration":[14],"of":[15,83,87,97,102,120,137,141,149],"geomaterial":[16],"parameters":[17,47,99,140],"geomechanical":[19],"modeling":[20,61],"in":[21,56,100,146],"mechanized":[22,150],"tunneling,":[23],"using":[24,68],"tunneling-induced":[25],"settlements":[26],"and":[27,48,105,112],"horizontal":[28],"displacements.":[29],"The":[30,77,118],"data":[31],"curves":[32],"measured":[33],"along":[34],"tunnel":[35],"excavation":[36],"steps,":[37],"which":[38],"exhibit":[39],"a":[40,69,135],"relationship":[42],"with":[43,58],"respect":[44],"to":[45,51,62],"soil":[46,66,98,144],"are":[49,54,92],"prone":[50],"measurement":[52],"inaccuracies,":[53],"utilized":[55],"combination":[57],"finite":[59],"element":[60],"estimate":[63],"underlying":[65],"parameters,":[67],"sequential":[70],"inference":[71],"framework:":[72],"filtering.":[76],"paper":[78],"comparative":[81],"performance":[82],"two":[85,122],"types":[86],"effective":[93],"identification":[96],"terms":[101],"convergence":[103],"speed":[104],"accuracy:":[106],"extended":[108],"filter":[110,116],"(EKF)":[111],"sigma-point":[114],"(SPKF).":[117],"effectiveness":[119],"inverse":[126],"analysis":[127],"is":[128],"demonstrated":[129],"through":[130],"computer":[131],"simulations":[132],"identifying":[134],"number":[136],"important":[138],"constitutive":[139],"hardening":[143],"model":[145],"context":[148],"tunneling.":[151]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
