{"id":"https://openalex.org/W4401879861","doi":"https://doi.org/10.1109/icps59941.2024.10640053","title":"Coatings Intelligence: Data-driven Automation for Chemistry 4.0","display_name":"Coatings Intelligence: Data-driven Automation for Chemistry 4.0","publication_year":2024,"publication_date":"2024-05-12","ids":{"openalex":"https://openalex.org/W4401879861","doi":"https://doi.org/10.1109/icps59941.2024.10640053"},"language":"en","primary_location":{"id":"doi:10.1109/icps59941.2024.10640053","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icps59941.2024.10640053","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 7th International Conference on Industrial Cyber-Physical Systems (ICPS)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022294418","display_name":"Sayed Hoseini","orcid":"https://orcid.org/0000-0002-4489-9025"},"institutions":[{"id":"https://openalex.org/I4210113269","display_name":"Hochschule Niederrhein","ror":"https://ror.org/027b9qx26","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210113269"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sayed Hoseini","raw_affiliation_strings":["HSNR,Department of Electrical Engineering and Computer Science,Krefeld,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"HSNR,Department of Electrical Engineering and Computer Science,Krefeld,Germany","institution_ids":["https://openalex.org/I4210113269"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101570862","display_name":"Gaoyuan Zhang","orcid":"https://orcid.org/0000-0001-6132-7988"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gaoyuan Zhang","raw_affiliation_strings":["Institute for Coatings and Surface Chemistry, HSNR,Krefeld,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Coatings and Surface Chemistry, HSNR,Krefeld,Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002551479","display_name":"Dominik Polke","orcid":"https://orcid.org/0009-0007-0001-3556"},"institutions":[{"id":"https://openalex.org/I4210113269","display_name":"Hochschule Niederrhein","ror":"https://ror.org/027b9qx26","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210113269"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Dominik Polke","raw_affiliation_strings":["HSNR,Department of Electrical Engineering and Computer Science,Krefeld,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"HSNR,Department of Electrical Engineering and Computer Science,Krefeld,Germany","institution_ids":["https://openalex.org/I4210113269"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026682784","display_name":"Alvin Immanuel Surjana","orcid":null},"institutions":[{"id":"https://openalex.org/I4210113269","display_name":"Hochschule Niederrhein","ror":"https://ror.org/027b9qx26","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210113269"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Alvin Surjana","raw_affiliation_strings":["HSNR,Department of Electrical Engineering and Computer Science,Krefeld,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"HSNR,Department of Electrical Engineering and Computer Science,Krefeld,Germany","institution_ids":["https://openalex.org/I4210113269"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056083193","display_name":"Lasse Wagner","orcid":null},"institutions":[{"id":"https://openalex.org/I4210113269","display_name":"Hochschule Niederrhein","ror":"https://ror.org/027b9qx26","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210113269"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Lasse Wagner","raw_affiliation_strings":["HSNR,Department of Electrical Engineering and Computer Science,Krefeld,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"HSNR,Department of Electrical Engineering and Computer Science,Krefeld,Germany","institution_ids":["https://openalex.org/I4210113269"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088366095","display_name":"Christian Schmitz","orcid":"https://orcid.org/0000-0001-7800-6582"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Christian Schmitz","raw_affiliation_strings":["Institute for Coatings and Surface Chemistry, HSNR,Krefeld,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Coatings and Surface Chemistry, HSNR,Krefeld,Germany","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043782050","display_name":"Christoph Quix","orcid":"https://orcid.org/0000-0002-1698-4345"},"institutions":[{"id":"https://openalex.org/I4210113269","display_name":"Hochschule Niederrhein","ror":"https://ror.org/027b9qx26","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210113269"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christoph Quix","raw_affiliation_strings":["HSNR,Department of Electrical Engineering and Computer Science,Krefeld,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"HSNR,Department of Electrical Engineering and Computer Science,Krefeld,Germany","institution_ids":["https://openalex.org/I4210113269"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.8656,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.96144768,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":0.9933000206947327,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":0.9933000206947327,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11407","display_name":"Innovative Microfluidic and Catalytic Techniques Innovation","score":0.9782000184059143,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T10211","display_name":"Computational Drug Discovery Methods","score":0.9235000014305115,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/automation","display_name":"Automation","score":0.6878429651260376},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5293750762939453},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.39203381538391113},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.36031538248062134},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17674526572227478},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.05199119448661804}],"concepts":[{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.6878429651260376},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5293750762939453},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.39203381538391113},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.36031538248062134},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17674526572227478},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.05199119448661804}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icps59941.2024.10640053","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icps59941.2024.10640053","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 7th International Conference on Industrial Cyber-Physical Systems (ICPS)","raw_type":"proceedings-article"},{"id":"pmh:oai:null:publica/475841","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/475841","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conference paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320311687","display_name":"Ministry of Education","ror":"https://ror.org/03m01yf64"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W2017409064","https://openalex.org/W2021326322","https://openalex.org/W2094106733","https://openalex.org/W2555722829","https://openalex.org/W2933410936","https://openalex.org/W2953631544","https://openalex.org/W2987157021","https://openalex.org/W3018637171","https://openalex.org/W3042021489","https://openalex.org/W3096901898","https://openalex.org/W3111082901","https://openalex.org/W3136021864","https://openalex.org/W3181257149","https://openalex.org/W3206811428","https://openalex.org/W4200044786","https://openalex.org/W4200077544","https://openalex.org/W4206060735","https://openalex.org/W4213089433","https://openalex.org/W4225000412","https://openalex.org/W4226404271","https://openalex.org/W4293428223","https://openalex.org/W4296154431","https://openalex.org/W4321510845","https://openalex.org/W4367032190","https://openalex.org/W4367155888","https://openalex.org/W4385520852","https://openalex.org/W4387567321","https://openalex.org/W4387847223"],"related_works":["https://openalex.org/W4387497383","https://openalex.org/W2948807893","https://openalex.org/W2778153218","https://openalex.org/W2748952813","https://openalex.org/W1531601525","https://openalex.org/W4391375266","https://openalex.org/W2078814861","https://openalex.org/W2527526854","https://openalex.org/W1976181487","https://openalex.org/W1986764834"],"abstract_inverted_index":{"Organic":[0],"coatings":[1,114],"and":[2,33,39,50,69,104,145],"paints":[3],"play":[4],"a":[5,17,76,97,105,134,149],"vital":[6],"role":[7],"in":[8,45,64,81],"safeguarding":[9],"surfaces,":[10],"but":[11],"improving":[12],"their":[13,117],"properties":[14],"typically":[15],"requires":[16],"large":[18],"number":[19],"of":[20,79,90,112,124],"carefully":[21],"planned":[22],"experiments.":[23],"High-throughput":[24],"screening":[25],"(HTS),":[26],"employing":[27],"industrial":[28],"robots,":[29],"allows":[30],"automated":[31],"preparation":[32],"testing,":[34],"thus":[35],"speeding":[36],"up":[37],"research":[38],"development":[40,111],"on":[41,130],"materials.":[42],"Challenges":[43],"remain":[44],"hardware":[46],"interfaces,":[47],"data":[48,122,131,135,146],"management,":[49],"plant":[51],"control":[52],"system":[53,88],"adaptation.":[54],"Machine":[55],"Learning":[56],"(ML)":[57],"is":[58,128],"increasingly":[59],"applied":[60],"to":[61,94,100,108],"various":[62],"applications":[63],"chemistry":[65],"for":[66,75,151],"experiment":[67],"suggestions":[68],"analysis;":[70],"thereby":[71],"paving":[72],"the":[73,102,110,140],"way":[74],"higher":[77],"degree":[78],"automation":[80,92],"HTS.":[82],"This":[83,137],"work":[84],"presents":[85],"an":[86,91],"integrated":[87],"composed":[89],"platform":[93],"perform":[95],"HTS,":[96],"characterization":[98],"module":[99],"evaluate":[101],"material,":[103],"DL":[106],"model":[107,127],"accelerate":[109],"new":[113],"by":[115,133],"evaluating":[116],"scratch":[118],"resistance":[119],"using":[120],"sensor":[121],"independent":[123],"images.":[125],"The":[126],"trained":[129],"managed":[132],"lake.":[136],"integration":[138],"showcases":[139],"interplay":[141],"between":[142],"chemistry,":[143],"automation,":[144],"science":[147],"as":[148],"basis":[150],"smart":[152],"manufacturing.":[153]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}
