{"id":"https://openalex.org/W7131272311","doi":"https://doi.org/10.1007/s10270-026-01362-0","title":"Agentic AI in the next frontier of model-based software engineering: the arrival of AI-hyper-agile software engineering methods?","display_name":"Agentic AI in the next frontier of model-based software engineering: the arrival of AI-hyper-agile software engineering methods?","publication_year":2026,"publication_date":"2026-02-24","ids":{"openalex":"https://openalex.org/W7131272311","doi":"https://doi.org/10.1007/s10270-026-01362-0"},"language":"en","primary_location":{"id":"doi:10.1007/s10270-026-01362-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10270-026-01362-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10270-026-01362-0.pdf","source":{"id":"https://openalex.org/S64245694","display_name":"Software & Systems Modeling","issn_l":"1619-1366","issn":["1619-1366","1619-1374"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Software and Systems Modeling","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10270-026-01362-0.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5082153164","display_name":"M. Chechik","orcid":null},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Marsha Chechik","raw_affiliation_strings":["University of Toronto, Toronto, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Toronto, Toronto, ON, Canada","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126721493","display_name":"Benoit Combemale","orcid":null},"institutions":[{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Benoit Combemale","raw_affiliation_strings":["University of Rennes, Rennes, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Rennes, Rennes, France","institution_ids":["https://openalex.org/I56067802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102796700","display_name":"Jeff Gray","orcid":"https://orcid.org/0000-0002-9687-951X"},"institutions":[{"id":"https://openalex.org/I17301866","display_name":"University of Alabama","ror":"https://ror.org/03xrrjk67","country_code":"US","type":"education","lineage":["https://openalex.org/I17301866"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jeff Gray","raw_affiliation_strings":["University of Alabama, Tuscaloosa, AL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Alabama, Tuscaloosa, AL, USA","institution_ids":["https://openalex.org/I17301866"]}]},{"author_position":"last","author":{"id":null,"display_name":"Bernhard Rumpe","orcid":null},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Bernhard Rumpe","raw_affiliation_strings":["RWTH Aachen University, Aachen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I887968799"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":{"value":2290,"currency":"EUR","value_usd":2890},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.18445051,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"25","issue":"2","first_page":"315","last_page":"317"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.12120000272989273,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.12120000272989273,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10430","display_name":"Software Engineering Techniques and Practices","score":0.09430000185966492,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11450","display_name":"Model-Driven Software Engineering Techniques","score":0.06419999897480011,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/frontier","display_name":"Frontier","score":0.5525000095367432},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5170000195503235},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.3465999960899353},{"id":"https://openalex.org/keywords/social-software-engineering","display_name":"Social software engineering","score":0.30630001425743103},{"id":"https://openalex.org/keywords/software-system","display_name":"Software system","score":0.3059000074863434}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5752999782562256},{"id":"https://openalex.org/C2778571376","wikidata":"https://www.wikidata.org/wiki/Q1355821","display_name":"Frontier","level":2,"score":0.5525000095367432},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.5282999873161316},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5170000195503235},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.3465999960899353},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.31049999594688416},{"id":"https://openalex.org/C182500959","wikidata":"https://www.wikidata.org/wiki/Q7551380","display_name":"Social software engineering","level":5,"score":0.30630001425743103},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.3059000074863434},{"id":"https://openalex.org/C46110900","wikidata":"https://www.wikidata.org/wiki/Q11702993","display_name":"Software walkthrough","level":5,"score":0.30250000953674316},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.30140000581741333},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.28600001335144043},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27559998631477356},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.26589998602867126},{"id":"https://openalex.org/C44416564","wikidata":"https://www.wikidata.org/wiki/Q7554199","display_name":"Software Engineering Process Group","level":5,"score":0.250900000333786}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10270-026-01362-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10270-026-01362-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10270-026-01362-0.pdf","source":{"id":"https://openalex.org/S64245694","display_name":"Software & Systems Modeling","issn_l":"1619-1366","issn":["1619-1366","1619-1374"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Software and Systems Modeling","raw_type":"journal-article"},{"id":"pmh:oai:publications.rwth-aachen.de:1029960","is_oa":true,"landing_page_url":"https://publications.rwth-aachen.de/record/1029960","pdf_url":null,"source":{"id":"https://openalex.org/S4306401362","display_name":"RWTH Publications (RWTH Aachen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I887968799","host_organization_name":"RWTH Aachen University","host_organization_lineage":["https://openalex.org/I887968799"],"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":"Software and systems modeling 25(2), 315-317 (2026). doi:10.1007/s10270-026-01362-0","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1007/s10270-026-01362-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10270-026-01362-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10270-026-01362-0.pdf","source":{"id":"https://openalex.org/S64245694","display_name":"Software & Systems Modeling","issn_l":"1619-1366","issn":["1619-1366","1619-1374"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Software and Systems Modeling","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320324232","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7131272311.pdf","grobid_xml":"https://content.openalex.org/works/W7131272311.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Model-Based":[0],"Software":[1],"Engineering":[2,26],"(MBSE)":[3],"has":[4],"matured":[5],"into":[6,165],"a":[7,31,144],"rich":[8],"ecosystem":[9],"of":[10,22,38,72,138,179],"methods":[11],"and":[12,20,56,60,81,113,119,146,169,176],"tools":[13],"that":[14,76],"support":[15],"the":[16,36,40,64,70,177],"systematic":[17],"design,":[18],"analysis,":[19],"evolution":[21],"complex":[23,87],"systems.Model-Based":[24],"Systems":[25],"(MBSysE)":[27],"is":[28,174],"now":[29],"following":[30],"similar":[32],"trajectory,":[33],"building":[34],"on":[35],"advances":[37],"MBSE.Over":[39],"past":[41],"decades,":[42],"we":[43],"have":[44],"developed":[45],"ways":[46],"to":[47,53,57,98],"encode":[48],"our":[49],"understanding":[50],"in":[51],"models,":[52],"formalize":[54],"designs,":[55],"automate":[58],"transformation":[59],"validation":[61],"steps.In":[62],"contrast,":[63],"recently":[65],"emerged":[66],"Agentic":[67],"AI":[68,74,105,126,158],"enables":[69],"development":[71,123],"autonomous":[73],"systems":[75,84,122],"can":[77,85,114,128,159],"perceive,":[78],"reason,":[79],"plan,":[80],"act":[82],"independently.Such":[83],"pursue":[86],"goals":[88],"with":[89],"minimal":[90],"human":[91],"oversight,":[92],"moving":[93],"beyond":[94],"simple":[95],"command-response":[96],"interactions":[97],"proactively":[99],"leverage":[100],"external":[101],"tools.In":[102],"this":[103],"setting,":[104],"agents":[106,127],"exhibit":[107],"agency:":[108],"They":[109],"demonstrate":[110],"goal-driven":[111],"behavior":[112],"execute":[115],"multi-step":[116],"tasks.In":[117],"software,":[118],"more":[120],"broadly,":[121],"projects,":[124],"such":[125],"be":[129],"viewed":[130],"as":[131],"junior,":[132],"or":[133,181],"even":[134],"senior,":[135],"developers":[136],"capable":[137],"executing":[139],"substantial":[140],"tasks.This":[141],"creates":[142],"both":[143],"challenge":[145],"an":[147],"unprecedented":[148],"opportunity":[149],"for":[150],"MBSE.At":[151],"present,":[152],"it":[153],"remains":[154,185],"unclear":[155],"whether":[156],"agentic":[157],"reliably":[160],"translate":[161],"informal,":[162],"high-level":[163],"requirements":[164],"correctly":[166],"designed,":[167],"implemented,":[168],"validated":[170],"systems.The":[171],"end-to-end":[172],"process":[173],"long,":[175],"risk":[178],"hallucinations":[180],"other":[182],"incorrect":[183],"actions":[184],"significant.":[186]},"counts_by_year":[],"updated_date":"2026-03-18T06:27:02.140700","created_date":"2026-02-25T00:00:00"}
