{"id":"https://openalex.org/W7159843500","doi":"https://doi.org/10.5281/zenodo.19973762","title":"DiagEx \u2014 reproducibility package for zero-shot P&ID-to-DEXPI digitization with a vision-language agent","display_name":"DiagEx \u2014 reproducibility package for zero-shot P&ID-to-DEXPI digitization with a vision-language agent","publication_year":2026,"publication_date":"2026-05-02","ids":{"openalex":"https://openalex.org/W7159843500","doi":"https://doi.org/10.5281/zenodo.19973762"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.19973762","doi":"https://doi.org/10.5281/zenodo.19973762","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.19973762","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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":"Software"},"volume":null,"type":"software","is_traditional":false,"indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.19973762","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007409343","display_name":"Heiko Koziolek","orcid":"https://orcid.org/0000-0002-8805-6206","observed_orcids":["https://orcid.org/0000-0002-8805-6206"]},"institutions":[{"id":"https://openalex.org/I4210166982","display_name":"ABB (Germany)","ror":"https://ror.org/05yeg2858","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210166982","https://openalex.org/I885143765"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Koziolek, Heiko","raw_affiliation_strings":["ABB Corporate Research Center, Mannheim, Germany"],"raw_orcid":"https://orcid.org/0000-0002-8805-6206","affiliations":[{"raw_affiliation_string":"ABB Corporate Research Center, Mannheim, Germany","institution_ids":["https://openalex.org/I4210166982"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072134482","display_name":"Thilo Braun","orcid":"https://orcid.org/0000-0002-3229-2648","observed_orcids":["https://orcid.org/0000-0002-3229-2648"]},"institutions":[{"id":"https://openalex.org/I4210166982","display_name":"ABB (Germany)","ror":"https://ror.org/05yeg2858","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210166982","https://openalex.org/I885143765"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Braun, Thilo","raw_affiliation_strings":["ABB Corporate Research Center, Mannheim, Germany"],"raw_orcid":"https://orcid.org/0000-0002-3229-2648","affiliations":[{"raw_affiliation_string":"ABB Corporate Research Center, Mannheim, Germany","institution_ids":["https://openalex.org/I4210166982"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024416404","display_name":"Tabea Bordis","orcid":"https://orcid.org/0009-0003-2886-0862","observed_orcids":["https://orcid.org/0009-0003-2886-0862"]},"institutions":[{"id":"https://openalex.org/I4210166982","display_name":"ABB (Germany)","ror":"https://ror.org/05yeg2858","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210166982","https://openalex.org/I885143765"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Bordis, Tabea","raw_affiliation_strings":["ABB Corporate Research Center, Mannheim, Germany"],"raw_orcid":"https://orcid.org/0009-0003-2886-0862","affiliations":[{"raw_affiliation_string":"ABB Corporate Research Center, Mannheim, Germany","institution_ids":["https://openalex.org/I4210166982"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210166982"],"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/T10601","display_name":"Handwritten Text Recognition Techniques","score":0.6060000061988831,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10601","display_name":"Handwritten Text Recognition Techniques","score":0.6060000061988831,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.18310000002384186,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11986","display_name":"Scientific Computing and Data Management","score":0.00839999970048666,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/vision-language-agents","display_name":"vision-language agents","score":0.6940000057220459},{"id":"https://openalex.org/keywords/zero-shot-learning","display_name":"zero-shot learning","score":0.7730000019073486},{"id":"https://openalex.org/keywords/industrial-process-engineering","display_name":"industrial process engineering","score":0.3019999861717224},{"id":"https://openalex.org/keywords/large-language-models","display_name":"large language models","score":0.49300000071525574},{"id":"https://openalex.org/keywords/gpt-4","display_name":"GPT-4","score":0.7160000205039978},{"id":"https://openalex.org/keywords/reproducibility","display_name":"reproducibility","score":0.46399998664855957}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6822999715805054},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.6579999923706055},{"id":"https://openalex.org/C2780416260","wikidata":"https://www.wikidata.org/wiki/Q2063","display_name":"JSON","level":2,"score":0.6187000274658203},{"id":"https://openalex.org/C9893847","wikidata":"https://www.wikidata.org/wiki/Q1425625","display_name":"Reproducibility","level":2,"score":0.5590999722480774},{"id":"https://openalex.org/C2779308522","wikidata":"https://www.wikidata.org/wiki/Q843958","display_name":"Digitization","level":2,"score":0.5080000162124634},{"id":"https://openalex.org/C202629362","wikidata":"https://www.wikidata.org/wiki/Q2078","display_name":"Scalable Vector Graphics","level":2,"score":0.4198000133037567},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.31119999289512634},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.2948000133037567},{"id":"https://openalex.org/C151319957","wikidata":"https://www.wikidata.org/wiki/Q752739","display_name":"Asynchronous communication","level":2,"score":0.2892000079154968},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.2720000147819519},{"id":"https://openalex.org/C2982933515","wikidata":"https://www.wikidata.org/wiki/Q104381823","display_name":"Public access","level":2,"score":0.25540000200271606},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.2506999969482422}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.5281/zenodo.19973762","doi":"https://doi.org/10.5281/zenodo.19973762","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.19973762","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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":"Software"},{"id":"doi:10.5281/zenodo.19973763","doi":"https://doi.org/10.5281/zenodo.19973763","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.19973763","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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":"Software"},{"id":"doi:10.5281/zenodo.19974451","doi":"https://doi.org/10.5281/zenodo.19974451","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.19974451","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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":"Software"}],"best_oa_location":{"id":"doi:10.5281/zenodo.19973762","doi":"https://doi.org/10.5281/zenodo.19973762","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.19973762","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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":"Software"},"sustainable_development_goals":[],"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/W7222450467","https://openalex.org/W7159837870","https://openalex.org/W7202388909","https://openalex.org/W7213684972","https://openalex.org/W3215525002","https://openalex.org/W6917461273","https://openalex.org/W6949061566","https://openalex.org/W7080232722","https://openalex.org/W7083416935","https://openalex.org/W6887545043"],"abstract_inverted_index":{"Reproducibility":[0],"package":[1],"for":[2,29,38,54],"the":[3,20,24,58,88],"manuscript":[4,59],"DiagEx:":[5],"Zero-Shot":[6],"P&ID-to-DEXPI":[7],"Digitization":[8],"with":[9],"a":[10,45,49,76],"Vision-Language":[11],"Agent":[12],"(Koziolek,":[13],"Braun,":[14],"Bordis":[15],"\u2014":[16,86],"under":[17],"review).":[18],"Contains":[19],"diagex":[21],"Python":[22],"package,":[23],"evaluation":[25],"harness,":[26],"ground-truth":[27],"corpora":[28],"10":[30],"public":[31],"P&IDs,":[32],"final":[33],"results":[34],"CSVs":[35],"and":[36,57,64],"figures":[37],"Phase":[39,42],"1":[40],"/":[41,44,48,69,71],"2":[43],"no-tile":[46],"ablation":[47],"GPT-4.1":[50],"baseline,":[51],"replay":[52],"cassettes":[53],"offline":[55],"re-derivation,":[56],"PDF.":[60],"Per-run":[61],"agent":[62],"transcripts":[63],"intermediate":[65],"DEXPI":[66],"2.0":[67],"JSON":[68],"SVG":[70],"tile":[72],"crops":[73],"are":[74],"in":[75],"separate":[77],"supplementary":[78],"deposition":[79],"on":[80],"Zenodo,":[81],"cross-linked":[82],"via":[83],"related_identifiers":[84],"below":[85],"replace":[87],"placeholder":[89],"DOI":[90],"before":[91],"publishing.":[92]},"counts_by_year":[],"updated_date":"2026-10-09T09:14:12.587421","created_date":"2026-05-03T00:00:00"}
