{"id":"https://openalex.org/W4400566600","doi":"https://doi.org/10.5194/egusphere-plinius18-27","title":"Leveraging AI for Automated Structural Stability Risk Assessment in Historical Centers","display_name":"Leveraging AI for Automated Structural Stability Risk Assessment in Historical Centers","publication_year":2024,"publication_date":"2024-07-11","ids":{"openalex":"https://openalex.org/W4400566600","doi":"https://doi.org/10.5194/egusphere-plinius18-27"},"language":"en","primary_location":{"id":"doi:10.5194/egusphere-plinius18-27","doi":"https://doi.org/10.5194/egusphere-plinius18-27","is_oa":true,"landing_page_url":"http://dx.doi.org/10.5194/egusphere-plinius18-27","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"volume":null,"type":"conference-abstract","is_traditional":false,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://dx.doi.org/10.5194/egusphere-plinius18-27","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008825208","display_name":"Nikolaos A. Schetakis","orcid":"https://orcid.org/0000-0002-8893-219X","observed_orcids":["https://orcid.org/0000-0002-8893-219X"]},"institutions":[{"id":"https://openalex.org/I55741626","display_name":"Technical University of Crete","ror":"https://ror.org/03f8bz564","country_code":"GR","type":"education","lineage":["https://openalex.org/I55741626"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Nikolaos Schetakis","raw_affiliation_strings":["Computational Mechanics and Optimization Laboratory, School of Production Engineering and Management, Technical University of Crete, 73100 Chania, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computational Mechanics and Optimization Laboratory, School of Production Engineering and Management, Technical University of Crete, 73100 Chania, Greece","institution_ids":["https://openalex.org/I55741626"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092914151","display_name":"Napoleon Papoutsakis","orcid":"https://orcid.org/0009-0005-3943-0264","observed_orcids":["https://orcid.org/0009-0005-3943-0264"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Napoleon Papoutsakis","raw_affiliation_strings":["Alma-Sistemi Srl, 00012 Guidonia, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alma-Sistemi Srl, 00012 Guidonia, Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044885502","display_name":"Merope Manataki","orcid":"https://orcid.org/0000-0003-2903-3810","observed_orcids":["https://orcid.org/0000-0003-2903-3810"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Merope Manataki","raw_affiliation_strings":["Alma-Sistemi Srl, 00012 Guidonia, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alma-Sistemi Srl, 00012 Guidonia, Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073084697","display_name":"Nikos G. Papadopoulos","orcid":"https://orcid.org/0000-0003-1748-5844","observed_orcids":["https://orcid.org/0000-0003-1748-5844"]},"institutions":[{"id":"https://openalex.org/I4210095522","display_name":"FORTH Institute of Mediterranean Studies","ror":"https://ror.org/00srf2p02","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210095522","https://openalex.org/I8901234"]},{"id":"https://openalex.org/I8901234","display_name":"Foundation for Research and Technology Hellas","ror":"https://ror.org/052rphn09","country_code":"GR","type":"facility","lineage":["https://openalex.org/I8901234"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Nikos Papadopoulos","raw_affiliation_strings":["Lab of Geophysical Satellite Remote Sensing and Archaeoenvironment, Institute for Mediterranean Studies, Foundation for Research and Technology \u2013  Hellas, Rethymno, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lab of Geophysical Satellite Remote Sensing and Archaeoenvironment, Institute for Mediterranean Studies, Foundation for Research and Technology \u2013  Hellas, Rethymno, Greece","institution_ids":["https://openalex.org/I4210095522","https://openalex.org/I8901234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039636897","display_name":"Georgios \u0395. Stavroulakis","orcid":"https://orcid.org/0000-0001-9199-2110","observed_orcids":["https://orcid.org/0000-0001-9199-2110"]},"institutions":[{"id":"https://openalex.org/I55741626","display_name":"Technical University of Crete","ror":"https://ror.org/03f8bz564","country_code":"GR","type":"education","lineage":["https://openalex.org/I55741626"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Georgios E. Stavroulakis","raw_affiliation_strings":["Computational Mechanics and Optimization Laboratory, School of Production Engineering and Management, Technical University of Crete, 73100 Chania, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computational Mechanics and Optimization Laboratory, School of Production Engineering and Management, Technical University of Crete, 73100 Chania, Greece","institution_ids":["https://openalex.org/I55741626"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006061705","display_name":"Alessio Di Iorio","orcid":"https://orcid.org/0000-0002-8713-6116","observed_orcids":["https://orcid.org/0000-0002-8713-6116"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Alessio Di Iorio","raw_affiliation_strings":["Alma-Sistemi Srl, 00012 Guidonia, Italy","Quantum Innovation Pc., 73100 Chania, Greece"],"raw_orcid":"https://orcid.org/0000-0002-8713-6116","affiliations":[{"raw_affiliation_string":"Alma-Sistemi Srl, 00012 Guidonia, Italy","institution_ids":[]},{"raw_affiliation_string":"Quantum Innovation Pc., 73100 Chania, Greece","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5006061705"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11352","display_name":"Masonry and Concrete Structural Analysis","score":0.9053000211715698,"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/T11352","display_name":"Masonry and Concrete Structural Analysis","score":0.9053000211715698,"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/T10534","display_name":"Structural Health Monitoring Techniques","score":0.04619999974966049,"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/T10160","display_name":"Seismic Performance and Analysis","score":0.015599999576807022,"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/structural-stability","display_name":"structural stability","score":0.718999981880188},{"id":"https://openalex.org/keywords/historic-buildings","display_name":"historic buildings","score":0.7720000147819519},{"id":"https://openalex.org/keywords/seismic-risk-assessment","display_name":"seismic risk assessment","score":0.7120000123977661},{"id":"https://openalex.org/keywords/damage-mapping","display_name":"damage mapping","score":0.7149999737739563},{"id":"https://openalex.org/keywords/historic-city-centre","display_name":"historic city centre","score":0.6660000085830688},{"id":"https://openalex.org/keywords/insar","display_name":"InSAR","score":0.6859999895095825},{"id":"https://openalex.org/keywords/seismic-vulnerability-assessment","display_name":"seismic vulnerability assessment","score":0.6970000267028809},{"id":"https://openalex.org/keywords/building-deformation-monitoring","display_name":"building deformation monitoring","score":0.46799999475479126}],"concepts":[{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.5495299100875854},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4395958185195923},{"id":"https://openalex.org/C12174686","wikidata":"https://www.wikidata.org/wiki/Q1058438","display_name":"Risk assessment","level":2,"score":0.41281214356422424},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38570791482925415},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.24420756101608276},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.10102841258049011}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5194/egusphere-plinius18-27","doi":"https://doi.org/10.5194/egusphere-plinius18-27","is_oa":true,"landing_page_url":"http://dx.doi.org/10.5194/egusphere-plinius18-27","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"}],"best_oa_location":{"id":"doi:10.5194/egusphere-plinius18-27","doi":"https://doi.org/10.5194/egusphere-plinius18-27","is_oa":true,"landing_page_url":"http://dx.doi.org/10.5194/egusphere-plinius18-27","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.8787999749183655},{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.7207000255584717}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4402261361","https://openalex.org/W4391355080","https://openalex.org/W7135419909","https://openalex.org/W7164024343","https://openalex.org/W7153519044","https://openalex.org/W2915050744","https://openalex.org/W4409736503","https://openalex.org/W4390045822","https://openalex.org/W3180986011","https://openalex.org/W4412684097"],"abstract_inverted_index":{"This":[0,113],"research":[1],"investigates":[2],"the":[3,45,99,115,151,167],"assessment":[4],"of":[5,39,47,78,101,117,160],"structural":[6,108],"stability":[7,109],"risks":[8],"in":[9],"buildings":[10,40,164],"during":[11],"natural":[12,71],"disasters,":[13],"with":[14],"a":[15,76],"particular":[16],"focus":[17],"on":[18,52,104],"earthquakes,":[19],"within":[20],"historical":[21],"centers.":[22],"The":[23,57],"objective":[24],"is":[25],"to":[26,60,85,136,154],"create":[27,34],"an":[28],"accessible":[29],"platform":[30,152],"that":[31],"can":[32],"predictively":[33],"damage":[35,48,68,146],"maps":[36,63],"for":[37,64,91,165],"blocks":[38],"and":[41,49,88,95,110,122,130,145,158],"large":[42],"structures,":[43],"enabling":[44],"prediction":[46],"its":[50],"impact":[51],"Cultural":[53,161],"Heritage":[54,162],"(CH)":[55,163],"stability.":[56],"project":[58],"seeks":[59],"generate":[61],"risk":[62,131],"CH,":[65],"emphasizing":[66],"predictive":[67],"mapping":[69],"before":[70],"disaster":[72],"events":[73],"occur":[74],"under":[75],"variety":[77],"event":[79],"scenarios.":[80],"Methodologies":[81],"have":[82],"been":[83],"devised":[84],"discern":[86],"efficient":[87],"automated":[89],"tools":[90],"harmonizing":[92],"data,":[93],"criteria,":[94],"indicators,":[96],"thereby":[97],"monitoring":[98,159],"influence":[100],"environmental":[102],"changes":[103],"CH":[105],"assets,":[106],"encompassing":[107],"deterioration":[111],"processes.":[112],"involves":[114],"integration":[116],"ground":[118],"data":[119,128],"(e.g.,":[120],"geotechnical":[121],"geological":[123],"information),":[124],"site-scale":[125],"monitoring,":[126],"satellite":[127],"(InSAR),":[129],"forecasting":[132],"models":[133],"(seismic":[134],"models)":[135],"produce":[137],"user-driven":[138],"products":[139],"like":[140],"deformation":[141],"maps,":[142],"vulnerability":[143,168],"assessments,":[144],"maps.":[147],"Using":[148],"AI-assisted":[149],"models,":[150],"aims":[153],"enable":[155],"ongoing":[156],"inspection":[157],"updating":[166],"assessment.":[169]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-11-09T13:22:03.289127","created_date":"2024-07-12T00:00:00"}