{"id":"https://openalex.org/W7131815761","doi":"https://doi.org/10.1016/j.future.2026.108427","title":"On the integration of domain adaptation and causal discovery in digital twins: A case study for plastic injection molding","display_name":"On the integration of domain adaptation and causal discovery in digital twins: A case study for plastic injection molding","publication_year":2026,"publication_date":"2026-02-27","ids":{"openalex":"https://openalex.org/W7131815761","doi":"https://doi.org/10.1016/j.future.2026.108427"},"language":"en","primary_location":{"id":"doi:10.1016/j.future.2026.108427","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.future.2026.108427","pdf_url":null,"source":{"id":"https://openalex.org/S186357190","display_name":"Future Generation Computer Systems","issn_l":"0167-739X","issn":["0167-739X","1872-7115"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Generation Computer Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/407666","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006213555","display_name":"Gian Marco Paldino","orcid":"https://orcid.org/0000-0002-8680-9403"},"institutions":[{"id":"https://openalex.org/I132053463","display_name":"Universit\u00e9 Libre de Bruxelles","ror":"https://ror.org/01r9htc13","country_code":"BE","type":"education","lineage":["https://openalex.org/I132053463"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Gian Marco Paldino","raw_affiliation_strings":["Machine Learning Group, Universit\u00e9 Libre de Bruxelles (ULB), Boulevard du Triomphe - CP 212, Brussels, 1050, Belgium"],"raw_orcid":"https://orcid.org/0000-0002-8680-9403","affiliations":[{"raw_affiliation_string":"Machine Learning Group, Universit\u00e9 Libre de Bruxelles (ULB), Boulevard du Triomphe - CP 212, Brussels, 1050, Belgium","institution_ids":["https://openalex.org/I132053463"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062257690","display_name":"Olivier Caelen","orcid":"https://orcid.org/0000-0001-6970-9825"},"institutions":[{"id":"https://openalex.org/I91993116","display_name":"Sirris","ror":"https://ror.org/01qr26m26","country_code":"BE","type":"nonprofit","lineage":["https://openalex.org/I91993116"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Olivier Caelen","raw_affiliation_strings":["Sirris, the collective centre for and by the technological industry, Brussels, Belgium"],"raw_orcid":"https://orcid.org/0000-0001-6970-9825","affiliations":[{"raw_affiliation_string":"Sirris, the collective centre for and by the technological industry, Brussels, Belgium","institution_ids":["https://openalex.org/I91993116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009321491","display_name":"Marouene Oueslati","orcid":null},"institutions":[{"id":"https://openalex.org/I91993116","display_name":"Sirris","ror":"https://ror.org/01qr26m26","country_code":"BE","type":"nonprofit","lineage":["https://openalex.org/I91993116"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Marouene Oueslati","raw_affiliation_strings":["Sirris, the collective centre for and by the technological industry, Brussels, Belgium"],"raw_orcid":"https://orcid.org/0009-0003-7196-9054","affiliations":[{"raw_affiliation_string":"Sirris, the collective centre for and by the technological industry, Brussels, Belgium","institution_ids":["https://openalex.org/I91993116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5118337138","display_name":"Marc Ansay","orcid":null},"institutions":[{"id":"https://openalex.org/I91993116","display_name":"Sirris","ror":"https://ror.org/01qr26m26","country_code":"BE","type":"nonprofit","lineage":["https://openalex.org/I91993116"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Marc Ansay","raw_affiliation_strings":["Sirris, the collective centre for and by the technological industry, Brussels, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sirris, the collective centre for and by the technological industry, Brussels, Belgium","institution_ids":["https://openalex.org/I91993116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5127432997","display_name":"Tojo Valisoa A. Johanesa","orcid":null},"institutions":[{"id":"https://openalex.org/I130929987","display_name":"University of Mons","ror":"https://ror.org/02qnnz951","country_code":"BE","type":"education","lineage":["https://openalex.org/I130929987"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Tojo Valisoa A. Johanesa","raw_affiliation_strings":["ILIA and GMECA Laboratories, University of Mons, Mons, Belgium"],"raw_orcid":"https://orcid.org/0009-0006-2783-332X","affiliations":[{"raw_affiliation_string":"ILIA and GMECA Laboratories, University of Mons, Mons, Belgium","institution_ids":["https://openalex.org/I130929987"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072869049","display_name":"Gianluca Bontempi","orcid":"https://orcid.org/0000-0001-8621-316X"},"institutions":[{"id":"https://openalex.org/I132053463","display_name":"Universit\u00e9 Libre de Bruxelles","ror":"https://ror.org/01r9htc13","country_code":"BE","type":"education","lineage":["https://openalex.org/I132053463"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Gianluca Bontempi","raw_affiliation_strings":["Machine Learning Group, Universit\u00e9 Libre de Bruxelles (ULB), Boulevard du Triomphe - CP 212, Brussels, 1050, Belgium"],"raw_orcid":"https://orcid.org/0000-0001-8621-316X","affiliations":[{"raw_affiliation_string":"Machine Learning Group, Universit\u00e9 Libre de Bruxelles (ULB), Boulevard du Triomphe - CP 212, Brussels, 1050, Belgium","institution_ids":["https://openalex.org/I132053463"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5006213555"],"corresponding_institution_ids":["https://openalex.org/I132053463"],"apc_list":{"value":3340,"currency":"USD","value_usd":3340},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.18278114,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"182","issue":null,"first_page":"108427","last_page":"108427"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12080","display_name":"Injection Molding Process and Properties","score":0.8988999724388123,"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"}},"topics":[{"id":"https://openalex.org/T12080","display_name":"Injection Molding Process and Properties","score":0.8988999724388123,"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"}},{"id":"https://openalex.org/T11159","display_name":"Manufacturing Process and Optimization","score":0.026100000366568565,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T10763","display_name":"Digital Transformation in Industry","score":0.013299999758601189,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/robustness","display_name":"Robustness (evolution)","score":0.5968999862670898},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5703999996185303},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5374000072479248},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.47540000081062317},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4074000120162964},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.3750999867916107},{"id":"https://openalex.org/keywords/factory","display_name":"Factory (object-oriented programming)","score":0.3280999958515167},{"id":"https://openalex.org/keywords/feature-engineering","display_name":"Feature engineering","score":0.31380000710487366}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7978000044822693},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5968999862670898},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5703999996185303},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5374000072479248},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.487199991941452},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.47540000081062317},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43799999356269836},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4074000120162964},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.3750999867916107},{"id":"https://openalex.org/C40149104","wikidata":"https://www.wikidata.org/wiki/Q5620977","display_name":"Factory (object-oriented programming)","level":2,"score":0.3280999958515167},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3199999928474426},{"id":"https://openalex.org/C2778827112","wikidata":"https://www.wikidata.org/wiki/Q22245680","display_name":"Feature engineering","level":3,"score":0.31380000710487366},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.31200000643730164},{"id":"https://openalex.org/C2777986313","wikidata":"https://www.wikidata.org/wiki/Q1661989","display_name":"Industry 4.0","level":2,"score":0.3118000030517578},{"id":"https://openalex.org/C2777527080","wikidata":"https://www.wikidata.org/wiki/Q3557311","display_name":"Digital ecosystem","level":2,"score":0.29980000853538513},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.2987000048160553},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.2912999987602234},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.290800005197525},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.28839999437332153},{"id":"https://openalex.org/C153701036","wikidata":"https://www.wikidata.org/wiki/Q659974","display_name":"Trustworthiness","level":2,"score":0.27469998598098755},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.27239999175071716},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.27140000462532043},{"id":"https://openalex.org/C163504300","wikidata":"https://www.wikidata.org/wiki/Q2364925","display_name":"Causal structure","level":2,"score":0.262800008058548},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.26170000433921814},{"id":"https://openalex.org/C124670913","wikidata":"https://www.wikidata.org/wiki/Q2608526","display_name":"Process mining","level":5,"score":0.25769999623298645},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.2542000114917755},{"id":"https://openalex.org/C92548554","wikidata":"https://www.wikidata.org/wiki/Q2262868","display_name":"Domain model","level":3,"score":0.2540000081062317}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.future.2026.108427","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.future.2026.108427","pdf_url":null,"source":{"id":"https://openalex.org/S186357190","display_name":"Future Generation Computer Systems","issn_l":"0167-739X","issn":["0167-739X","1872-7115"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Generation Computer Systems","raw_type":"journal-article"},{"id":"pmh:oai:dipot.ulb.ac.be:2013/407666","is_oa":true,"landing_page_url":"http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/407666","pdf_url":null,"source":{"id":"https://openalex.org/S4306401063","display_name":"D\u00e9p\u00f4t institutionnel de l'Universit\u00e9 libre de Bruxelles (Universit\u00e9 Libre de Bruxelles)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I132053463","host_organization_name":"Universit\u00e9 Libre de Bruxelles","host_organization_lineage":["https://openalex.org/I132053463"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Future generations computer systems, 182","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:dipot.ulb.ac.be:2013/407666","is_oa":true,"landing_page_url":"http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/407666","pdf_url":null,"source":{"id":"https://openalex.org/S4306401063","display_name":"D\u00e9p\u00f4t institutionnel de l'Universit\u00e9 libre de Bruxelles (Universit\u00e9 Libre de Bruxelles)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I132053463","host_organization_name":"Universit\u00e9 Libre de Bruxelles","host_organization_lineage":["https://openalex.org/I132053463"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Future generations computer systems, 182","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2757110387","https://openalex.org/W2790376986","https://openalex.org/W2963062793","https://openalex.org/W2963608118","https://openalex.org/W2966906878","https://openalex.org/W3116941392","https://openalex.org/W3135588948","https://openalex.org/W3217468962","https://openalex.org/W4328093043","https://openalex.org/W4391517453"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2026-02-28T00:00:00"}
