{"id":"https://openalex.org/W4381952314","doi":"https://doi.org/10.1007/s00366-023-01867-y","title":"Surrogate modeling for interactive tunnel track design using the cut finite element method","display_name":"Surrogate modeling for interactive tunnel track design using the cut finite element method","publication_year":2023,"publication_date":"2023-06-25","ids":{"openalex":"https://openalex.org/W4381952314","doi":"https://doi.org/10.1007/s00366-023-01867-y"},"language":"en","primary_location":{"id":"doi:10.1007/s00366-023-01867-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00366-023-01867-y","pdf_url":null,"source":{"id":"https://openalex.org/S89333158","display_name":"Engineering With Computers","issn_l":"0177-0667","issn":["0177-0667","1435-5663"],"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":"Engineering with Computers","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/A5042909127","display_name":"Hoang\u2010Giang Bui","orcid":"https://orcid.org/0000-0001-7354-0495"},"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":true,"raw_author_name":"Hoang-Giang Bui","raw_affiliation_strings":["Institute of Mechanics of Materials, Ruhr University Bochum, Bochum, Germany"],"raw_orcid":"https://orcid.org/0000-0001-7354-0495","affiliations":[{"raw_affiliation_string":"Institute of Mechanics of Materials, Ruhr University Bochum, Bochum, Germany","institution_ids":["https://openalex.org/I904495901"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013036021","display_name":"Ba Trung Cao","orcid":"https://orcid.org/0000-0002-9563-7770"},"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":"Ba-Trung Cao","raw_affiliation_strings":["Institute for Structural Mechanics, Ruhr University Bochum, Bochum, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Structural Mechanics, Ruhr University Bochum, Bochum, Germany","institution_ids":["https://openalex.org/I904495901"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058483034","display_name":"Steffen Freitag","orcid":"https://orcid.org/0000-0001-6760-7016"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Steffen Freitag","raw_affiliation_strings":["Institute for Structural Analysis, Karlsruhe Institute of Technology, Karlsruhe, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Structural Analysis, Karlsruhe Institute of Technology, Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088591370","display_name":"Klaus Hackl","orcid":"https://orcid.org/0000-0002-5559-3988"},"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":"Klaus Hackl","raw_affiliation_strings":["Institute of Mechanics of Materials, Ruhr University Bochum, Bochum, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Mechanics of Materials, Ruhr University Bochum, Bochum, Germany","institution_ids":["https://openalex.org/I904495901"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033663151","display_name":"G\u00fcnther Meschke","orcid":"https://orcid.org/0000-0003-2277-1327"},"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":"G\u00fcnther Meschke","raw_affiliation_strings":["Institute for Structural Mechanics, Ruhr University Bochum, Bochum, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Structural Mechanics, Ruhr University Bochum, Bochum, Germany","institution_ids":["https://openalex.org/I904495901"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5042909127"],"corresponding_institution_ids":["https://openalex.org/I904495901"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":4.5413,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.95071124,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"39","issue":"6","first_page":"4025","last_page":"4043"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11046","display_name":"Geotechnical Engineering and Analysis","score":0.9973999857902527,"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":0.9973999857902527,"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/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9966999888420105,"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/T10842","display_name":"Railway Engineering and Dynamics","score":0.9961000084877014,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/surrogate-model","display_name":"Surrogate model","score":0.7636080980300903},{"id":"https://openalex.org/keywords/finite-element-method","display_name":"Finite element method","score":0.6748988628387451},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5586107969284058},{"id":"https://openalex.org/keywords/discretization","display_name":"Discretization","score":0.551820695400238},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.41796964406967163},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4169461727142334},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.32690906524658203},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.31212446093559265},{"id":"https://openalex.org/keywords/structural-engineering","display_name":"Structural engineering","score":0.2936633825302124},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1611725091934204},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1577034294605255}],"concepts":[{"id":"https://openalex.org/C131675550","wikidata":"https://www.wikidata.org/wiki/Q7646884","display_name":"Surrogate model","level":2,"score":0.7636080980300903},{"id":"https://openalex.org/C135628077","wikidata":"https://www.wikidata.org/wiki/Q220184","display_name":"Finite element method","level":2,"score":0.6748988628387451},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5586107969284058},{"id":"https://openalex.org/C73000952","wikidata":"https://www.wikidata.org/wiki/Q17007827","display_name":"Discretization","level":2,"score":0.551820695400238},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.41796964406967163},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4169461727142334},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.32690906524658203},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.31212446093559265},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.2936633825302124},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1611725091934204},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1577034294605255},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00366-023-01867-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00366-023-01867-y","pdf_url":null,"source":{"id":"https://openalex.org/S89333158","display_name":"Engineering With Computers","issn_l":"0177-0667","issn":["0177-0667","1435-5663"],"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":"Engineering with Computers","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5299999713897705,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[{"id":"https://openalex.org/G7747462069","display_name":null,"funder_award_id":"77309832","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"}],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W609302337","https://openalex.org/W1479835491","https://openalex.org/W1525295112","https://openalex.org/W1572985915","https://openalex.org/W1678356000","https://openalex.org/W1945739605","https://openalex.org/W1954925424","https://openalex.org/W1964857079","https://openalex.org/W1972321468","https://openalex.org/W1973767041","https://openalex.org/W1986814656","https://openalex.org/W2004183566","https://openalex.org/W2044482305","https://openalex.org/W2044826857","https://openalex.org/W2054224043","https://openalex.org/W2062964841","https://openalex.org/W2063379483","https://openalex.org/W2071727598","https://openalex.org/W2079423956","https://openalex.org/W2080811944","https://openalex.org/W2101075974","https://openalex.org/W2103254172","https://openalex.org/W2109563136","https://openalex.org/W2120101088","https://openalex.org/W2147836374","https://openalex.org/W2176375880","https://openalex.org/W2298109381","https://openalex.org/W2342243630","https://openalex.org/W2583875019","https://openalex.org/W2606434039","https://openalex.org/W2725696969","https://openalex.org/W2739323679","https://openalex.org/W2803546267","https://openalex.org/W2885180371","https://openalex.org/W2896129057","https://openalex.org/W2905170439","https://openalex.org/W2968704627","https://openalex.org/W3009999155","https://openalex.org/W3161013510","https://openalex.org/W3207695025","https://openalex.org/W3210435518","https://openalex.org/W4236938392","https://openalex.org/W4251512373"],"related_works":["https://openalex.org/W1492103595","https://openalex.org/W2364741597","https://openalex.org/W1864774435","https://openalex.org/W946352265","https://openalex.org/W3020787026","https://openalex.org/W2334479858","https://openalex.org/W2799209613","https://openalex.org/W1971388572","https://openalex.org/W1507702947","https://openalex.org/W2370926798"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}