{"id":"https://openalex.org/W4409646740","doi":"https://doi.org/10.1145/3717383.3717391","title":"Constructing Enterprise Digital Twins by Augmenting LLMs with MDE","display_name":"Constructing Enterprise Digital Twins by Augmenting LLMs with MDE","publication_year":2025,"publication_date":"2025-02-20","ids":{"openalex":"https://openalex.org/W4409646740","doi":"https://doi.org/10.1145/3717383.3717391"},"language":"en","primary_location":{"id":"doi:10.1145/3717383.3717391","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3717383.3717391","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3717383.3717391","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 18th Innovations in Software Engineering Conference","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3717383.3717391","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039438854","display_name":"Souvik Barat","orcid":"https://orcid.org/0000-0002-4677-1957"},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Souvik Barat","raw_affiliation_strings":["Tata Consultancy Services Research, Pune, India"],"raw_orcid":"https://orcid.org/0000-0002-4677-1957","affiliations":[{"raw_affiliation_string":"Tata Consultancy Services Research, Pune, India","institution_ids":["https://openalex.org/I55215948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003539740","display_name":"Dushyanthi Mulpuru","orcid":null},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Dushyanthi Mulpuru","raw_affiliation_strings":["Tata Consultancy Services Research, Pune, India"],"raw_orcid":"https://orcid.org/0009-0009-6644-138X","affiliations":[{"raw_affiliation_string":"Tata Consultancy Services Research, Pune, India","institution_ids":["https://openalex.org/I55215948"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Abhishek Yadav","orcid":"https://orcid.org/0009-0007-3581-5743"},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Abhishek Yadav","raw_affiliation_strings":["Tata Consultancy Services Research, Pune, India"],"raw_orcid":"https://orcid.org/0009-0007-3581-5743","affiliations":[{"raw_affiliation_string":"Tata Consultancy Services Research, Pune, India","institution_ids":["https://openalex.org/I55215948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093827805","display_name":"Reshma Korabu","orcid":null},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Reshma Korabu","raw_affiliation_strings":["Tata Consultancy Services Research, Pune, India"],"raw_orcid":"https://orcid.org/0009-0000-8260-5756","affiliations":[{"raw_affiliation_string":"Tata Consultancy Services Research, Pune, India","institution_ids":["https://openalex.org/I55215948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093827806","display_name":"Himabindu Thogaru","orcid":null},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Himabindu Thogaru","raw_affiliation_strings":["Tata Consultancy Services Research, Pune, India"],"raw_orcid":"https://orcid.org/0009-0000-8384-8995","affiliations":[{"raw_affiliation_string":"Tata Consultancy Services Research, Pune, India","institution_ids":["https://openalex.org/I55215948"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080404738","display_name":"Vinay Kulkarni","orcid":"https://orcid.org/0000-0003-1570-1339"},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vinay Kulkarni","raw_affiliation_strings":["Tata Consultancy Services Research, Pune, India"],"raw_orcid":"https://orcid.org/0000-0003-1570-1339","affiliations":[{"raw_affiliation_string":"Tata Consultancy Services Research, Pune, India","institution_ids":["https://openalex.org/I55215948"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I55215948"],"apc_list":null,"apc_paid":null,"fwci":2.628,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.8364655,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9957000017166138,"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"}},"topics":[{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9957000017166138,"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/T11159","display_name":"Manufacturing Process and Optimization","score":0.9783999919891357,"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/T11741","display_name":"Flexible and Reconfigurable Manufacturing Systems","score":0.9674999713897705,"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/computer-science","display_name":"Computer science","score":0.5528537631034851},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.34032630920410156}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5528537631034851},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.34032630920410156}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3717383.3717391","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3717383.3717391","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3717383.3717391","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 18th Innovations in Software Engineering Conference","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3717383.3717391","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3717383.3717391","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3717383.3717391","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 18th Innovations in Software Engineering Conference","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.44999998807907104,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4409646740.pdf","grobid_xml":"https://content.openalex.org/works/W4409646740.grobid-xml"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W34866348","https://openalex.org/W2016092462","https://openalex.org/W2098830227","https://openalex.org/W2139872812","https://openalex.org/W2518003110","https://openalex.org/W2620895257","https://openalex.org/W2988359971","https://openalex.org/W3012041784","https://openalex.org/W3097471692","https://openalex.org/W3150055540","https://openalex.org/W3160638507","https://openalex.org/W3203321135","https://openalex.org/W4206645422","https://openalex.org/W4231304761","https://openalex.org/W4231774894","https://openalex.org/W4247948740","https://openalex.org/W4280495222","https://openalex.org/W4307176641","https://openalex.org/W4378574344","https://openalex.org/W4378745639","https://openalex.org/W4387143094","https://openalex.org/W4389521054","https://openalex.org/W4389606799","https://openalex.org/W4399203759"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Over":[0],"the":[1,95,101,142,161],"past":[2],"year,":[3],"Large":[4],"Language":[5],"Models":[6],"(LLMs)":[7],"have":[8],"proven":[9],"their":[10,33,119],"value":[11],"across":[12,76],"a":[13,46,150,168],"diverse":[14],"range":[15,48],"of":[16,49,74,103],"industrial":[17],"applications":[18],"starting":[19],"from":[20],"supporting":[21],"software":[22],"development":[23],"to":[24,60,111,121,133,140],"automating":[25],"customer":[26],"interactions":[27],"and":[28,89,108,118,127,148,163],"enhancing":[29],"process":[30],"automation.We":[31],"harness":[32],"potential":[34],"for":[35,45,155],"constructing":[36,79,156],"Enterprise":[37],"Digital":[38],"Twins":[39],"(EDTs),":[40],"an":[41,53,80,122],"emerging":[42],"decision-making":[43],"aid":[44],"wide":[47],"business":[50,57],"sectors.EDT":[51],"offers":[52],"effective":[54,81],"\"in":[55],"silico\"":[56],"experimentation":[58],"leading":[59],"evidence-based":[61],"informed":[62],"decision-making,":[63],"but":[64],"its":[65,165],"construction":[66,97],"requires":[67],"deep":[68],"domain":[69,87,106,146],"expertise":[70],"spanning":[71],"multiple":[72,77],"aspects":[73],"enterprises":[75],"stakeholders.Moreover,":[78],"EDT":[82,96,170],"demands":[83],"seamless":[84],"coordination":[85,120],"between":[86],"experts":[88,107,147],"expert":[90,109],"modelers.These":[91],"critical":[92],"dependencies":[93,114],"make":[94],"challenging.This":[98],"paper":[99],"investigates":[100],"role":[102],"LLMs":[104,136],"as":[105],"modelers":[110],"reduce":[112],"excessive":[113],"on":[115,145],"both":[116],"specializations":[117],"extent.Our":[123],"approach":[124,162],"integrates":[125],"meta-modelling":[126],"Model":[128],"Driven":[129],"Engineering":[130],"(MDE)":[131],"techniques":[132],"effectively":[134],"utilize":[135],"with":[137],"increased":[138],"precision":[139],"alleviate":[141],"cognitive":[143],"burden":[144],"provide":[149],"systematic":[151],"metamodel":[152],"guided":[153],"method":[154],"purposive":[157],"digital":[158],"twins.We":[159],"illustrate":[160],"demonstrate":[164],"efficacy":[166],"using":[167],"real-life":[169],"use":[171],"case.":[172]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-31T08:31:51.225901","created_date":"2025-10-10T00:00:00"}
