{"id":"https://openalex.org/W4412605428","doi":"https://doi.org/10.1109/tem.2025.3592217","title":"R&DE Processes With Artificial Intelligence: Mapping Applications and Impacts","display_name":"R&DE Processes With Artificial Intelligence: Mapping Applications and Impacts","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4412605428","doi":"https://doi.org/10.1109/tem.2025.3592217"},"language":"en","primary_location":{"id":"doi:10.1109/tem.2025.3592217","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tem.2025.3592217","pdf_url":null,"source":{"id":"https://openalex.org/S154533451","display_name":"IEEE Transactions on Engineering Management","issn_l":"0018-9391","issn":["0018-9391","1558-0040"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Engineering Management","raw_type":"journal-article"},"type":"article","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/A5119055460","display_name":"Varriale Vincenzo","orcid":null},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Vincenzo Varriale","raw_affiliation_strings":["Department of Industrial Engineering, University of Salerno via Giovanni Paolo II, Salerno, Italy","Department of Industrial Engineering, University of Salerno Via Giovanni Paolo II, Fisciano, Salerno, Italy"],"raw_orcid":"https://orcid.org/0000-0003-4382-7350","affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, University of Salerno via Giovanni Paolo II, Salerno, Italy","institution_ids":["https://openalex.org/I131729948"]},{"raw_affiliation_string":"Department of Industrial Engineering, University of Salerno Via Giovanni Paolo II, Fisciano, Salerno, Italy","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007740764","display_name":"Francesca Michelino","orcid":"https://orcid.org/0000-0003-1175-509X"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesca Michelino","raw_affiliation_strings":["Department of Industrial Engineering, University of Salerno via Giovanni Paolo II, Salerno, Italy","Department of Industrial Engineering, University of Salerno Via Giovanni Paolo II, Fisciano, Salerno, Italy"],"raw_orcid":"https://orcid.org/0000-0003-1175-509X","affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, University of Salerno via Giovanni Paolo II, Salerno, Italy","institution_ids":["https://openalex.org/I131729948"]},{"raw_affiliation_string":"Department of Industrial Engineering, University of Salerno Via Giovanni Paolo II, Fisciano, Salerno, Italy","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"last","author":{"id":null,"display_name":"Moacir Godinho Filho","orcid":null},"institutions":[{"id":"https://openalex.org/I141576021","display_name":"Universit\u00e9 Le Havre Normandie","ror":"https://ror.org/05v509s40","country_code":"FR","type":"education","lineage":["https://openalex.org/I141576021","https://openalex.org/I4210105918"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Moacir Godinho Filho","raw_affiliation_strings":["Supply Chain Management & Digital Department, EM Normandie, Le Havre, France","Supply Chain Management & Digital Department, EM Normandie, 20 Quai Frissard, Le Havre, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Supply Chain Management & Digital Department, EM Normandie, Le Havre, France","institution_ids":["https://openalex.org/I141576021"]},{"raw_affiliation_string":"Supply Chain Management & Digital Department, EM Normandie, 20 Quai Frissard, Le Havre, France","institution_ids":["https://openalex.org/I141576021"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5119055460"],"corresponding_institution_ids":["https://openalex.org/I131729948"],"apc_list":null,"apc_paid":null,"fwci":11.2399,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.97912001,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"72","issue":null,"first_page":"3236","last_page":"3252"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12722","display_name":"Innovation Policy and R&D","score":0.7416999936103821,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12722","display_name":"Innovation Policy and R&D","score":0.7416999936103821,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5019965171813965},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4758874177932739},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.34331852197647095}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5019965171813965},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4758874177932739},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.34331852197647095}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tem.2025.3592217","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tem.2025.3592217","pdf_url":null,"source":{"id":"https://openalex.org/S154533451","display_name":"IEEE Transactions on Engineering Management","issn_l":"0018-9391","issn":["0018-9391","1558-0040"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Engineering Management","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.47999998927116394}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":79,"referenced_works":["https://openalex.org/W1978796852","https://openalex.org/W1980666890","https://openalex.org/W2051224630","https://openalex.org/W2062682518","https://openalex.org/W2085487226","https://openalex.org/W2120544863","https://openalex.org/W2136148671","https://openalex.org/W2282821441","https://openalex.org/W2292818836","https://openalex.org/W2529434148","https://openalex.org/W2757441871","https://openalex.org/W2767462607","https://openalex.org/W2810326704","https://openalex.org/W2913040902","https://openalex.org/W2954868841","https://openalex.org/W2999862840","https://openalex.org/W3048811287","https://openalex.org/W3130026625","https://openalex.org/W3156418512","https://openalex.org/W3160386882","https://openalex.org/W3180864989","https://openalex.org/W3181802582","https://openalex.org/W3185407146","https://openalex.org/W3193632852","https://openalex.org/W4210271404","https://openalex.org/W4210615033","https://openalex.org/W4214831727","https://openalex.org/W4283789476","https://openalex.org/W4285045211","https://openalex.org/W4288614325","https://openalex.org/W4295007572","https://openalex.org/W4296963432","https://openalex.org/W4306382456","https://openalex.org/W4310350002","https://openalex.org/W4321608089","https://openalex.org/W4362473338","https://openalex.org/W4365504812","https://openalex.org/W4366088469","https://openalex.org/W4377695252","https://openalex.org/W4379378771","https://openalex.org/W4381513219","https://openalex.org/W4385574628","https://openalex.org/W4385603051","https://openalex.org/W4385980672","https://openalex.org/W4386744750","https://openalex.org/W4386820094","https://openalex.org/W4386860473","https://openalex.org/W4387004627","https://openalex.org/W4387036226","https://openalex.org/W4388651791","https://openalex.org/W4388846828","https://openalex.org/W4390474244","https://openalex.org/W4390597974","https://openalex.org/W4390744997","https://openalex.org/W4391554648","https://openalex.org/W4391747369","https://openalex.org/W4391830676","https://openalex.org/W4392179383","https://openalex.org/W4392542932","https://openalex.org/W4392927477","https://openalex.org/W4393333034","https://openalex.org/W4394838135","https://openalex.org/W4396594810","https://openalex.org/W4396673602","https://openalex.org/W4399131216","https://openalex.org/W4399385535","https://openalex.org/W4399464289","https://openalex.org/W4400350723","https://openalex.org/W4400762242","https://openalex.org/W4400963272","https://openalex.org/W4401216976","https://openalex.org/W4401970043","https://openalex.org/W4402839079","https://openalex.org/W4403416450","https://openalex.org/W4404730347","https://openalex.org/W4405429666","https://openalex.org/W4408521339","https://openalex.org/W4409174173","https://openalex.org/W6734862562"],"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":{"Artificial":[0],"Intelligence":[1],"(AI)":[2],"is":[3,61],"becoming":[4],"a":[5,22,174],"critical":[6],"resource":[7],"for":[8,155,176],"Research":[9],"and":[10,12,44,58,74,93,98,115,126,145,149],"Development":[11],"Engineering":[13],"(R&DE)":[14],"within":[15,63],"organizations,":[16],"reshaping":[17],"processes":[18,125],"across":[19,33],"sectors":[20,43],"in":[21,41,68,84,141,158,169,179],"rapidly":[23],"evolving":[24],"technological":[25],"landscape.":[26,184],"This":[27,128],"study":[28,55],"systematically":[29],"maps":[30],"AI":[31,60,122,134,168],"applications":[32],"various":[34],"R&DE":[35,80,124],"processes,":[36],"identifying":[37],"specific":[38],"impacts":[39],"achieved":[40],"different":[42],"industries.":[45],"By":[46],"analyzing":[47],"2,219":[48],"business":[49,183],"practices":[50],"from":[51],"the":[52,54,164],"literature,":[53],"classifies":[56],"where":[57],"why":[59],"employed":[62],"R&DE,":[64,170],"highlighting":[65],"its":[66,138],"role":[67],"optimizing":[69],"product":[70],"design,":[71],"enhancing":[72],"innovation,":[73,113],"accelerating":[75],"prototyping.":[76],"AI's":[77],"integration":[78],"into":[79],"has":[81],"proven":[82],"valuable":[83],"addressing":[85],"complexities":[86],"such":[87,136],"as":[88,137,173],"cost":[89],"reduction,":[90],"time":[91],"efficiency,":[92],"improved":[94],"decision-making.":[95],"Through":[96],"content":[97],"cluster":[99],"analysis,":[100],"ten":[101],"potential":[102],"research":[103],"areas":[104],"\u2014":[105,117],"security,":[106],"investments,":[107],"mechanism,":[108],"monitoring,":[109],"robotics,":[110],"safety,":[111],"energy,":[112],"experience,":[114],"prediction":[116],"are":[118],"identified,":[119],"illustrating":[120],"how":[121],"enhances":[123],"outcomes.":[127],"assessment":[129],"reveals":[130],"sector-specific":[131],"patterns":[132],"of":[133,167],"adoption,":[135],"widespread":[139],"use":[140,166],"automotive,":[142],"construction,":[143],"transportation":[144],"logistics,":[146],"digital":[147],"industries,":[148],"healthcare.":[150],"It":[151],"also":[152],"uncovers":[153],"opportunities":[154],"future":[156],"exploration":[157],"under-represented":[159],"sectors.":[160],"These":[161],"findings":[162],"support":[163],"strategic":[165],"positioning":[171],"it":[172],"tool":[175],"long-term":[177],"growth":[178],"an":[180],"increasingly":[181],"competitive":[182]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-07-23T00:00:00"}