{"id":"https://openalex.org/W7151249045","doi":"https://doi.org/10.48550/arxiv.2604.03233","title":"Integrating Artificial Intelligence, Physics, and Internet of Things: A Framework for Cultural Heritage Conservation","display_name":"Integrating Artificial Intelligence, Physics, and Internet of Things: A Framework for Cultural Heritage Conservation","publication_year":2026,"publication_date":"2026-01-27","ids":{"openalex":"https://openalex.org/W7151249045","doi":"https://doi.org/10.48550/arxiv.2604.03233"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2604.03233","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.03233","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2604.03233","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5133140739","display_name":"Carmine Valentino","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Valentino, Carmine","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067097015","display_name":"Federico Pichi","orcid":"https://orcid.org/0000-0002-1163-3386"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pichi, Federico","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133101344","display_name":"Francesco Colace","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Colace, Francesco","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078408952","display_name":"Dajana Conte","orcid":"https://orcid.org/0000-0001-8486-6861"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Conte, Dajana","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5133132701","display_name":"Gianluigi Rozza","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rozza, Gianluigi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"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/T12981","display_name":"Conservation Techniques and Studies","score":0.3637999892234802,"subfield":{"id":"https://openalex.org/subfields/1206","display_name":"Conservation"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12981","display_name":"Conservation Techniques and Studies","score":0.3637999892234802,"subfield":{"id":"https://openalex.org/subfields/1206","display_name":"Conservation"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11211","display_name":"3D Surveying and Cultural Heritage","score":0.1565999984741211,"subfield":{"id":"https://openalex.org/subfields/1907","display_name":"Geology"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":0.08129999786615372,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cultural-heritage","display_name":"Cultural heritage","score":0.7649000287055969},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.5842999815940857},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5375999808311462},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5285999774932861},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.4668000042438507},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.43880000710487366},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.427700012922287}],"concepts":[{"id":"https://openalex.org/C60671577","wikidata":"https://www.wikidata.org/wiki/Q210272","display_name":"Cultural heritage","level":2,"score":0.7649000287055969},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6416000127792358},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.5842999815940857},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5375999808311462},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5285999774932861},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.47589999437332153},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.4668000042438507},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.43880000710487366},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.427700012922287},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36820000410079956},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.3531999886035919},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3384999930858612},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.30790001153945923},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.2964000105857849},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.295199990272522},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.2919999957084656},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.27790001034736633},{"id":"https://openalex.org/C514011633","wikidata":"https://www.wikidata.org/wiki/Q1428168","display_name":"Traditional knowledge","level":3,"score":0.2718000113964081},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.2678000032901764},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.2597000002861023},{"id":"https://openalex.org/C66024118","wikidata":"https://www.wikidata.org/wiki/Q1122506","display_name":"Computational model","level":2,"score":0.2500999867916107}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2604.03233","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.03233","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2604.03233","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.03233","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.5892383456230164}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"The":[0,51,151,202],"conservation":[1],"of":[2,31,36,49,63,66,84,89,164,172,187,220,226,233],"cultural":[3,32,67,165,181],"heritage":[4,182],"increasingly":[5],"relies":[6],"on":[7,73,211],"integrating":[8],"technological":[9],"innovation":[10],"with":[11,45,127,189,235],"domain":[12],"expertise":[13],"to":[14,27,137,174,191,216],"ensure":[15],"effective":[16],"monitoring":[17],"and":[18,39,69,79,123,140,177,184,199,204,213,238],"predictive":[19],"maintenance.":[20],"This":[21],"paper":[22],"presents":[23],"a":[24,158],"novel":[25],"framework":[26,52,87,111,223],"support":[28],"the":[29,46,61,74,85,110,170,185,218,221,231],"preservation":[30],"assets,":[33],"combining":[34],"Internet":[35],"Things":[37],"(IoT)":[38],"Artificial":[40],"Intelligence":[41],"(AI)":[42],"technologies,":[43],"enhanced":[44],"physical":[47,100],"knowledge":[48,75],"phenomena.":[50],"is":[53,124],"structured":[54],"into":[55,102],"four":[56],"functional":[57],"layers":[58],"that":[59],"permit":[60],"analysis":[62],"3D":[64,142,162],"models":[65,163],"assets":[68,166],"elaborate":[70],"simulations":[71],"based":[72],"acquired":[76],"from":[77],"data":[78],"physics.":[80],"A":[81],"central":[82],"component":[83],"proposed":[86,152,222],"consists":[88],"Scientific":[90],"Machine":[91],"Learning,":[92],"particularly":[93],"Physics-Informed":[94],"Neural":[95],"Networks":[96],"(PINNs),":[97],"which":[98],"incorporate":[99],"laws":[101],"deep":[103],"learning":[104],"models.":[105],"To":[106],"enhance":[107],"computational":[108],"efficiency,":[109],"also":[112,125],"integrates":[113],"Reduced":[114],"Order":[115],"Methods":[116],"(ROMs),":[117],"specifically":[118],"Proper":[119],"Orthogonal":[120],"Decomposition":[121],"(POD),":[122],"compatible":[126],"classical":[128],"Finite":[129],"Element":[130],"(FE)":[131],"methods.":[132],"Additionally,":[133],"it":[134],"includes":[135],"tools":[136],"automatically":[138],"manage":[139],"process":[141],"digital":[143],"replicas,":[144],"enabling":[145],"their":[146],"direct":[147,237],"use":[148],"in":[149,180,224],"simulations.":[150],"approach":[153],"offers":[154],"three":[155],"main":[156],"contributions:":[157],"methodology":[159],"for":[160,167],"processing":[161],"reliable":[168],"simulation;":[169],"application":[171],"PINNs":[173,188],"combine":[175],"data-driven":[176],"physics-based":[178],"approaches":[179],"conservation;":[183],"integration":[186],"ROMs":[190],"efficiently":[192],"model":[193],"degradation":[194],"processes":[195],"influenced":[196],"by":[197],"environmental":[198],"material":[200],"parameters.":[201],"reproducible":[203],"open-access":[205],"experimental":[206],"phase":[207],"exploits":[208],"simulated":[209],"scenarios":[210],"complex":[212],"real-life":[214],"geometries":[215],"test":[217],"efficacy":[219],"each":[225],"its":[227],"key":[228],"components,":[229],"allowing":[230],"possibility":[232],"dealing":[234],"both":[236],"inverse":[239],"problems.":[240],"Code":[241],"availability:":[242],"https://github.com/valc89/PhysicsInformedCulturalHeritage":[243]},"counts_by_year":[],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2026-04-08T00:00:00"}
