{"id":"https://openalex.org/W2604480018","doi":null,"title":"Simulation of longitudinal surface settlement due to tunnelling using artificial neural network","display_name":"Simulation of longitudinal surface settlement due to tunnelling using artificial neural network","publication_year":2012,"publication_date":"2012-09-05","ids":{"openalex":"https://openalex.org/W2604480018","mag":"2604480018"},"language":"en","primary_location":{"id":"mag:2604480018","doi":null,"is_oa":false,"landing_page_url":"http://eprints.utm.my/id/eprint/33509/","pdf_url":null,"source":{"id":"https://openalex.org/S2764753341","display_name":"International Review on Modelling and Simulations (IREMOS)","issn_l":"1974-9821","issn":["1974-9821","1974-983X","2533-1701"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","poland-40","russia-white-list-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"International Review on Modelling and Simulations (IREMOS)","raw_type":null},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"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/A5080133040","display_name":"Aminaton Marto","orcid":"https://orcid.org/0000-0003-3975-1269","observed_orcids":["https://orcid.org/0000-0003-3975-1269"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Aminaton Marto","raw_affiliation_strings":["Department of Geotechnics and Transportation, Tropical Geoengineering Centre (GEOTROPIK)"],"raw_orcid":"https://orcid.org/0000-0003-3975-1269","affiliations":[{"raw_affiliation_string":"Department of Geotechnics and Transportation, Tropical Geoengineering Centre (GEOTROPIK)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052390747","display_name":"Mohsen Hajihassani","orcid":"https://orcid.org/0000-0003-4186-9450","observed_orcids":["https://orcid.org/0000-0003-4186-9450"]},"institutions":[{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Mohsen Hajihassani","raw_affiliation_strings":["Universiti Teknologi Malaysia"],"raw_orcid":"https://orcid.org/0000-0003-4186-9450","affiliations":[{"raw_affiliation_string":"Universiti Teknologi Malaysia","institution_ids":["https://openalex.org/I4576418"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069978005","display_name":"Roohollah Kalatehjari","orcid":"https://orcid.org/0000-0001-8596-5087","observed_orcids":["https://orcid.org/0000-0001-8596-5087"]},"institutions":[{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Roohollah Kalatehjari","raw_affiliation_strings":["Universiti Teknologi Malaysia"],"raw_orcid":"https://orcid.org/0000-0001-8596-5087","affiliations":[{"raw_affiliation_string":"Universiti Teknologi Malaysia","institution_ids":["https://openalex.org/I4576418"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088460555","display_name":"Eshagh Namazi","orcid":"https://orcid.org/0000-0001-9569-2510","observed_orcids":["https://orcid.org/0000-0001-9569-2510"]},"institutions":[{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Eshagh Namazi","raw_affiliation_strings":["Universiti Teknologi Malaysia"],"raw_orcid":"https://orcid.org/0000-0001-9569-2510","affiliations":[{"raw_affiliation_string":"Universiti Teknologi Malaysia","institution_ids":["https://openalex.org/I4576418"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052891412","display_name":"Houman Sohaei","orcid":"https://orcid.org/0000-0002-1418-2082","observed_orcids":["https://orcid.org/0000-0002-1418-2082"]},"institutions":[{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Houman Sohaei","raw_affiliation_strings":["Universiti Teknologi Malaysia"],"raw_orcid":"https://orcid.org/0000-0002-1418-2082","affiliations":[{"raw_affiliation_string":"Universiti Teknologi Malaysia","institution_ids":["https://openalex.org/I4576418"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.4738,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.83137826,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":96},"biblio":{"volume":"5","issue":"2","first_page":"1024","last_page":"1031"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11046","display_name":"Geotechnical Engineering and Analysis","score":0.9785000085830688,"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/T11046","display_name":"Geotechnical Engineering and Analysis","score":0.9785000085830688,"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/T12482","display_name":"Tunneling and Rock Mechanics","score":0.0142000000923872,"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/T12233","display_name":"Geotechnical Engineering and Underground Structures","score":0.00139999995008111,"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/neural-network-prediction","display_name":"neural network prediction","score":0.734000027179718},{"id":"https://openalex.org/keywords/new-austrian-tunneling-method","display_name":"NATM","score":0.9539999961853027},{"id":"https://openalex.org/keywords/urban-railway-tunnels","display_name":"urban railway tunnels","score":0.5249999761581421},{"id":"https://openalex.org/keywords/settlement-prediction","display_name":"settlement prediction","score":0.5910000205039978}],"concepts":[{"id":"https://openalex.org/C120398109","wikidata":"https://www.wikidata.org/wiki/Q175751","display_name":"Quantum tunnelling","level":2,"score":0.8053696751594543},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7473520636558533},{"id":"https://openalex.org/C2777063073","wikidata":"https://www.wikidata.org/wiki/Q1553237","display_name":"Settlement (finance)","level":3,"score":0.7282576560974121},{"id":"https://openalex.org/C31858485","wikidata":"https://www.wikidata.org/wiki/Q959782","display_name":"Excavation","level":2,"score":0.5644035339355469},{"id":"https://openalex.org/C204366326","wikidata":"https://www.wikidata.org/wiki/Q3027650","display_name":"Deformation (meteorology)","level":2,"score":0.5121231079101562},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.4639570116996765},{"id":"https://openalex.org/C16678853","wikidata":"https://www.wikidata.org/wiki/Q486972","display_name":"Human settlement","level":2,"score":0.44899624586105347},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3956603705883026},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.38198137283325195},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.1485063135623932},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.13029900193214417},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.11364364624023438},{"id":"https://openalex.org/C145097563","wikidata":"https://www.wikidata.org/wiki/Q1148747","display_name":"Payment","level":2,"score":0.0},{"id":"https://openalex.org/C548081761","wikidata":"https://www.wikidata.org/wiki/Q180388","display_name":"Waste management","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"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/C49040817","wikidata":"https://www.wikidata.org/wiki/Q193091","display_name":"Optoelectronics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:2604480018","doi":null,"is_oa":false,"landing_page_url":"http://eprints.utm.my/id/eprint/33509/","pdf_url":null,"source":{"id":"https://openalex.org/S2764753341","display_name":"International Review on Modelling and Simulations (IREMOS)","issn_l":"1974-9821","issn":["1974-9821","1974-983X","2533-1701"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","poland-40","russia-white-list-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"International Review on Modelling and Simulations (IREMOS)","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4943999946117401,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1499085875","https://openalex.org/W1524220435","https://openalex.org/W1995341919","https://openalex.org/W2002016471","https://openalex.org/W2006952036","https://openalex.org/W2010526455","https://openalex.org/W2015441607","https://openalex.org/W2020363785","https://openalex.org/W2039199176","https://openalex.org/W2040870580","https://openalex.org/W2058985897","https://openalex.org/W2061391314","https://openalex.org/W2066994742","https://openalex.org/W2124776405","https://openalex.org/W2137983211","https://openalex.org/W2142502163","https://openalex.org/W2289156018","https://openalex.org/W2766736793","https://openalex.org/W2903623355"],"related_works":["https://openalex.org/W2015441607","https://openalex.org/W7034036655","https://openalex.org/W7034402744","https://openalex.org/W7062371784","https://openalex.org/W952681722","https://openalex.org/W2992010850","https://openalex.org/W2013314780","https://openalex.org/W4393005032","https://openalex.org/W4253103110","https://openalex.org/W6987499107"],"abstract_inverted_index":{"A":[0],"series":[1],"of":[2,21,53,81],"artificial":[3,66,88,108],"neural":[4,67,89,109],"networks":[5,110],"modelling":[6],"was":[7,39],"conducted":[8],"to":[9,63,70,85,96,120],"investigate":[10],"the":[11,18,47,54,79,97],"ground":[12,82,98],"deformation":[13,83],"induced":[14],"by":[15],"tunnelling":[16,86,101],"along":[17],"line":[19],"2":[20],"Karaj":[22],"urban":[23],"railway,":[24],"Iran.":[25],"The":[26,57,103],"tunnels":[27],"were":[28],"excavated":[29],"using":[30,41,87],"New":[31],"Austrian":[32],"Tunnelling":[33],"Method.":[34],"During":[35],"excavation,":[36],"surface":[37,73,117],"settlement":[38,118],"monitored":[40],"optical":[42],"survey":[43],"points":[44],"installed":[45],"on":[46,78],"centre,":[48],"left":[49],"and":[50,100],"right":[51],"sides":[52],"tunnel":[55],"axis.":[56],"measured":[58],"data":[59],"have":[60],"been":[61],"used":[62],"establish":[64],"an":[65],"network":[68],"model":[69],"predict":[71],"longitudinal":[72,92,116],"settlement.":[74],"This":[75],"paper":[76],"focuses":[77],"prediction":[80],"due":[84,119],"networks,":[90],"particularly":[91],"settlements":[93],"in":[94],"relation":[95],"condition":[99],"method.":[102],"obtained":[104],"results":[105],"demonstrate":[106],"that":[107],"are":[111],"applicable":[112],"techniques":[113],"for":[114],"predicting":[115],"tunnelling.":[121]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-11-06T12:05:46.655746","created_date":"2017-04-14T00:00:00"}