{"id":"https://openalex.org/W2948180708","doi":"https://doi.org/10.29007/rgv8","title":"ARCH-COMP19 Category Report: Artificial Intelligence and Neural Network Control Systems (AINNCS) for Continuous and Hybrid Systems Plants","display_name":"ARCH-COMP19 Category Report: Artificial Intelligence and Neural Network Control Systems (AINNCS) for Continuous and Hybrid Systems Plants","publication_year":2019,"publication_date":"2019-06-05","ids":{"openalex":"https://openalex.org/W2948180708","doi":"https://doi.org/10.29007/rgv8","mag":"2948180708"},"language":"en","primary_location":{"id":"doi:10.29007/rgv8","is_oa":true,"landing_page_url":"https://doi.org/10.29007/rgv8","pdf_url":"https://easychair.org/publications/open/BFKs","source":{"id":"https://openalex.org/S4220651395","display_name":"EPiC series in computing","issn_l":"2398-7340","issn":["2398-7340"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EPiC Series in Computing","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://easychair.org/publications/open/BFKs","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021939745","display_name":"Diego Manzanas Lopez","orcid":"https://orcid.org/0000-0003-0721-1241"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Diego Manzanas Lopez","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056925300","display_name":"Patrick Musau","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Patrick Musau","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023289374","display_name":"Hoang-Dung Tran","orcid":"https://orcid.org/0000-0001-6946-9526"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hoang-Dung Tran","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051298939","display_name":"Souradeep Dutta","orcid":"https://orcid.org/0000-0003-2706-2095"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Souradeep Dutta","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035357485","display_name":"Taylor J. Carpenter","orcid":"https://orcid.org/0000-0002-2397-871X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Taylor J. Carpenter","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068946140","display_name":"Radoslav Ivanov","orcid":"https://orcid.org/0000-0003-4987-4836"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Radoslav Ivanov","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5067901159","display_name":"Taylor T. Johnson","orcid":"https://orcid.org/0000-0001-8021-9923"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Taylor T. Johnson","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5021939745"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0156,"has_fulltext":true,"cited_by_count":17,"citation_normalized_percentile":{"value":0.8255049,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"61","issue":null,"first_page":"103","last_page":"85"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9815999865531921,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9815999865531921,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9621000289916992,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10917","display_name":"Smart Grid Security and Resilience","score":0.9244999885559082,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/artificial-neural-network","display_name":"Artificial neural network","score":0.6244713068008423},{"id":"https://openalex.org/keywords/feed-forward","display_name":"Feed forward","score":0.5743385553359985},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5647003650665283},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.5163139700889587},{"id":"https://openalex.org/keywords/hybrid-system","display_name":"Hybrid system","score":0.5137287378311157},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5068824887275696},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.48027729988098145},{"id":"https://openalex.org/keywords/control-system","display_name":"Control system","score":0.47975003719329834},{"id":"https://openalex.org/keywords/hybrid-learning","display_name":"Hybrid learning","score":0.4695596992969513},{"id":"https://openalex.org/keywords/feedforward-neural-network","display_name":"Feedforward neural network","score":0.45377641916275024},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.4024370610713959},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34150123596191406},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.2794690728187561}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6244713068008423},{"id":"https://openalex.org/C38858127","wikidata":"https://www.wikidata.org/wiki/Q5441228","display_name":"Feed forward","level":2,"score":0.5743385553359985},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5647003650665283},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.5163139700889587},{"id":"https://openalex.org/C50897621","wikidata":"https://www.wikidata.org/wiki/Q2665508","display_name":"Hybrid system","level":2,"score":0.5137287378311157},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5068824887275696},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.48027729988098145},{"id":"https://openalex.org/C17500928","wikidata":"https://www.wikidata.org/wiki/Q959968","display_name":"Control system","level":2,"score":0.47975003719329834},{"id":"https://openalex.org/C3018790387","wikidata":"https://www.wikidata.org/wiki/Q869010","display_name":"Hybrid learning","level":2,"score":0.4695596992969513},{"id":"https://openalex.org/C47702885","wikidata":"https://www.wikidata.org/wiki/Q5441227","display_name":"Feedforward neural network","level":3,"score":0.45377641916275024},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.4024370610713959},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34150123596191406},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.2794690728187561},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.29007/rgv8","is_oa":true,"landing_page_url":"https://doi.org/10.29007/rgv8","pdf_url":"https://easychair.org/publications/open/BFKs","source":{"id":"https://openalex.org/S4220651395","display_name":"EPiC series in computing","issn_l":"2398-7340","issn":["2398-7340"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EPiC Series in Computing","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.atira.dk:publications/70c626b2-eb32-4e66-ba02-7ace09f85c28","is_oa":true,"landing_page_url":"https://vbn.aau.dk/da/publications/70c626b2-eb32-4e66-ba02-7ace09f85c28","pdf_url":null,"source":{"id":"https://openalex.org/S4306401731","display_name":"VBN Forskningsportal (Aalborg Universitet)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I891191580","host_organization_name":"Aalborg University","host_organization_lineage":["https://openalex.org/I891191580"],"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":"Lopez , D M , Althoff , M , Benet , L , Chen , X , Fan , J , Forets , M , Huang , C , Johnson , T T , Ladner , T , Li , W , Schilling , C & Zhu , Q 2022 , ARCH-COMP22 category report: Artificial intelligence and neural network control systems (AINNCS) for continuous and hybrid systems plants . in G Frehse , M Althoff , E Schoitsch & J Guiochet (eds) , 9th International Workshop on Applied Verification of Continuous and Hybrid Systems (ARCH22) . EasyChair , EPiC Series in Computing , vol. 90 , pp. 142-184 , 9th International Workshop on Applied Verification of Continuous and Hybrid Systems (ARCH22) , Munich , Germany , 06/09/2022 . https://doi.org/10.29007/wfgr","raw_type":"contributionToPeriodical"},{"id":"pmh:oai:pure.atira.dk:publications/d57e3440-cee9-47fc-a04b-260b7d7dca9c","is_oa":true,"landing_page_url":"https://vbn.aau.dk/da/publications/d57e3440-cee9-47fc-a04b-260b7d7dca9c","pdf_url":null,"source":{"id":"https://openalex.org/S4306401731","display_name":"VBN Forskningsportal (Aalborg Universitet)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I891191580","host_organization_name":"Aalborg University","host_organization_lineage":["https://openalex.org/I891191580"],"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":"Lopez , D M , Althoff , M , Forets , M , Johnson , T T , Ladner , T & Schilling , C 2023 , ARCH-COMP23 category report: Artificial intelligence and neural network control systems (AINNCS) for continuous and hybrid systems plants . in G Frehse & M Althoff (eds) , 10th International Workshop on Applied Verification of Continuous and Hybrid Systems (ARCH23) . EasyChair , EPiC Series in Computing , vol. 96 , pp. 89-125 , 10th International Workshop on Applied Verification of Continuous and Hybrid Systems , San Antonio , Texas , United States , 09/05/2023 . https://doi.org/10.29007/x38n","raw_type":"contributionToPeriodical"},{"id":"pmh:oai:pure.atira.dk:publications/fcbe10a1-b512-4e00-bbe5-54d2e58a036c","is_oa":false,"landing_page_url":"https://vbn.aau.dk/da/publications/fcbe10a1-b512-4e00-bbe5-54d2e58a036c","pdf_url":null,"source":{"id":"https://openalex.org/S4306401731","display_name":"VBN Forskningsportal (Aalborg Universitet)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I891191580","host_organization_name":"Aalborg University","host_organization_lineage":["https://openalex.org/I891191580"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Lopez, D M, Althoff, M, Benet, L, Coogan, S, Forets, M, Harapanahalli, A, Johnson, T T, Ladner, T, Schilling, C, Zhang, H & Zhong, X 2025, ARCH-COMP25 Category Report : Artificial Intelligence and Neural Network Control Systems (AINNCS) for Continuous and Hybrid Systems Plants. in G Frehse & M Althoff (eds), Proceedings of 12th Int. Workshop on Applied Verification for Continuous and Hybrid Systems. EasyChair, EPiC Series in Computing, vol. 108, pp. 71-121, 12th International Workshop on Applied Verification for Continuous and Hybrid Systems, 04/06/2025. https://doi.org/10.29007/9vg6","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"doi:10.29007/rgv8","is_oa":true,"landing_page_url":"https://doi.org/10.29007/rgv8","pdf_url":"https://easychair.org/publications/open/BFKs","source":{"id":"https://openalex.org/S4220651395","display_name":"EPiC series in computing","issn_l":"2398-7340","issn":["2398-7340"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EPiC Series in Computing","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","score":0.4300000071525574,"display_name":"Partnerships for the goals"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2948180708.pdf","grobid_xml":"https://content.openalex.org/works/W2948180708.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2115072676","https://openalex.org/W4311212821","https://openalex.org/W2045727192","https://openalex.org/W1529660427","https://openalex.org/W2102065768","https://openalex.org/W4390752998","https://openalex.org/W2158578859","https://openalex.org/W4391020207","https://openalex.org/W2221116381","https://openalex.org/W2135107732"],"abstract_inverted_index":{"This":[0,132],"report":[1,133],"presents":[2],"the":[3,92,105,138,144,156,164,180,185,192],"results":[4,182],"of":[5,12,49,91,108,137,141,146,158,167,177,189,195],"a":[6,47,135],"friendly":[7,85],"competition":[8,86],"for":[9,96,148,191],"formal":[10],"verification":[11,194],"continuous":[13],"and":[14,61,81,98,130,143,160],"hybrid":[15],"systems":[16,29,42,50,67],"with":[17],"artificial":[18],"intelligence":[19],"(AI)":[20],"components.":[21],"Specifically,":[22],"machine":[23],"learning":[24],"(ML)":[25],"components":[26],"in":[27,40,58,102,175],"cyber-physical":[28],"(CPS),":[30],"such":[31],"as":[32,37,53,79,89],"feedforward":[33],"neural":[34,64],"networks":[35],"used":[36],"feedback":[38],"controllers":[39],"closed-loop":[41],"are":[43,152,171],"considered,":[44],"which":[45,149],"is":[46,134,163],"class":[48],"classically":[51],"known":[52],"intelligent":[54],"control":[55,66],"systems,":[56],"or":[57],"more":[59,73],"modern":[60],"specific":[62],"terms,":[63],"network":[65],"(NNCS).":[68],"For":[69],"future":[70],"iterations,":[71],"we":[72,170],"broadly":[74],"refer":[75],"to":[76,119,155],"this":[77,109,162,168],"category":[78,111],"AI":[80],"NNCS":[82],"(AINNCS).":[83],"The":[84],"took":[87],"place":[88],"part":[90],"workshop":[93],"Applied":[94],"Verification":[95],"Continuous":[97],"Hybrid":[99],"Systems":[100],"(ARCH)":[101],"2019.":[103],"In":[104],"first":[106,165],"edition":[107],"AINNCS":[110],"at":[112],"ARCH-COMP,":[113],"three":[114],"tools":[115,142,151,174,190],"have":[116],"been":[117],"applied":[118],"solve":[120],"five":[121],"different":[122],"benchmark":[123],"problems,":[124],"(in":[125],"alphabetical":[126],"order):":[127],"NNV,":[128],"Sherlock,":[129],"Verisig.":[131],"snapshot":[136],"current":[139],"landscape":[140],"types":[145],"benchmarks":[147],"these":[150],"suited.":[153],"Due":[154],"diversity":[157],"problems":[159],"that":[161],"iteration":[166],"category,":[169],"not":[172],"ranking":[173],"terms":[176],"performance,":[178],"yet":[179],"presented":[181],"probably":[183],"provide":[184],"most":[186],"complete":[187],"assessment":[188],"safety":[193],"NNCS.":[196]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}