{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,8]],"date-time":"2026-07-08T06:01:35Z","timestamp":1783490495498,"version":"3.55.0"},"reference-count":48,"publisher":"IEEE","funder":[{"DOI":"10.13039\/100000001","name":"NSF","doi-asserted-by":"publisher","award":["ECCS-1839429,CMMI-1739503"],"award-info":[{"award-number":["ECCS-1839429,CMMI-1739503"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021,2,1]]},"DOI":"10.23919\/date51398.2021.9474166","type":"proceedings-article","created":{"date-parts":[[2021,8,24]],"date-time":"2021-08-24T22:11:46Z","timestamp":1629843106000},"page":"440-445","source":"Crossref","is-referenced-by-count":54,"title":["Cognitive Digital Twin for Manufacturing Systems"],"prefix":"10.23919","author":[{"given":"Mohammad Abdullah","family":"Al Faruque","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Deepan","family":"Muthirayan","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shih-Yuan","family":"Yu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Pramod P.","family":"Khargonekar","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1115\/MSEC2018-6527"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1145\/588272.588279"},{"key":"ref33","article-title":"The Adl, E. A. of Cognitive Digital Physical as the 21st Century Twins (CDPT) Icons and Beacons","year":"2017","journal-title":"Emergence"},{"key":"ref32","article-title":"Cognitive Manufacturing and Industry 4.0","author":"zhang","year":"2017","journal-title":"IBM"},{"key":"ref31","doi-asserted-by":"crossref","first-page":"18243","DOI":"10.1073\/pnas.1012933107","article-title":"Mental Models and Human Reasoning","volume":"107","author":"johnson-laird","year":"0","journal-title":"Proceedings of the National Academy of Sciences"},{"key":"ref30","author":"stenning","year":"2012","journal-title":"Human Reasoning and Cognitive Science"},{"key":"ref37","year":"0","journal-title":"GrabCad"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/ICSE.1993.346040"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2010.03.013"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.aei.2010.05.014"},{"key":"ref10","year":"2020","journal-title":"Digital Twin Market Worth $48 2 Billion by 2026"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1504\/IJCAT.2018.094579"},{"key":"ref11","author":"adam","year":"2020","journal-title":"Digital Twins Bridging the Physical and Digital"},{"key":"ref12","doi-asserted-by":"crossref","first-page":"939","DOI":"10.1016\/j.promfg.2017.07.198","article-title":"A Review of the Roles of Digital Twin in CPS-based Production Systems","volume":"11","author":"negri","year":"0","journal-title":"Procedia Manufacturing"},{"key":"ref13","author":"hultgren","year":"2020","journal-title":"The Concept of Digital Twins in the Manufacturing Industry A Study Untangling the Digital Twin Concept to Utilize Its Benefits"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.ifacol.2018.08.474"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2018.2873186"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/WSC40007.2019.9004659"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/s10845-019-01512-w"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1088\/1755-1315\/390\/1\/012052"},{"key":"ref19","author":"solso","year":"2005","journal-title":"Cognitive Psychology"},{"key":"ref28","author":"baron","year":"2000","journal-title":"Thinking and Deciding"},{"key":"ref4","author":"nolfi","year":"2000","journal-title":"Evolutionary Robotics The Biology Intelligence and Technology of Self-Organizing Machines"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1080\/14640749308401027"},{"key":"ref3","author":"holler","year":"2015","journal-title":"From Machine- To-Machine to the Internet of Things"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ICCAD.2017.8203896"},{"key":"ref29","author":"johnson-laird","year":"2006","journal-title":"How We Reason"},{"key":"ref5","author":"bahrin","year":"2016","journal-title":"Industry 4 0 A Review on Industrial Automation and Robotic"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/3302505.3310085"},{"key":"ref7","article-title":"Digital Twin of Manufacturing Systems","author":"chhetri","year":"2017","journal-title":"Center for Embedded & Cyber-Physical Systems"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2010.05.010"},{"key":"ref9","year":"2019","journal-title":"Gartner Top 10 Strategic Technology Trends for 2019"},{"key":"ref1","first-page":"1","author":"jazdi","year":"2014","journal-title":"Cyber physical systems in the context of Industry 4 0"},{"key":"ref46","first-page":"1633","article-title":"Transfer Learning for Reinforcement Learning Domains: A Survey","volume":"10","author":"taylor","year":"2009","journal-title":"J Mach Learn Res"},{"key":"ref20","author":"schacter","year":"2011","journal-title":"Psychology European Edition"},{"key":"ref45","article-title":"Domain Adaptive Transfer Learning with Specialist Models","author":"ngiam","year":"2018","journal-title":"ArXiv Preprint"},{"key":"ref48","first-page":"5085","article-title":"Transfer Learning via Learning to Transfer","author":"ying","year":"0","journal-title":"International Conference on Machine Learning"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.5334\/joc.58"},{"key":"ref47","first-page":"2604","article-title":"Distant Domain Transfer Learning","author":"tan","year":"0","journal-title":"Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence ser AAAI'17"},{"key":"ref21","doi-asserted-by":"crossref","first-page":"436","DOI":"10.1038\/nature14539","article-title":"Deep Learning","volume":"521","author":"lecun","year":"2015","journal-title":"Nature"},{"key":"ref42","year":"0","journal-title":"GE Digital Twin"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-72639-7_3"},{"key":"ref41","year":"0","journal-title":"Google Poly Search Engine"},{"key":"ref23","author":"posner","year":"2011","journal-title":"Cognitive Neuroscience of Attention"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1145\/1273496.1273592"},{"key":"ref26","author":"sternberg","year":"2004","journal-title":"The Nature of Reasoning"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2009.191"},{"key":"ref25","first-page":"117","article-title":"Memory (Encoding, Storage, Retrieval)","author":"mcdermott","year":"2018","journal-title":"General Psychology"}],"event":{"name":"2021 Design, Automation & Test in Europe Conference & Exhibition (DATE)","location":"Grenoble, France","start":{"date-parts":[[2021,2,1]]},"end":{"date-parts":[[2021,2,5]]}},"container-title":["2021 Design, Automation &amp; Test in Europe Conference &amp; Exhibition (DATE)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9473901\/9473226\/09474166.pdf?arnumber=9474166","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,28]],"date-time":"2022-01-28T22:38:45Z","timestamp":1643409525000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9474166\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,2,1]]},"references-count":48,"URL":"https:\/\/doi.org\/10.23919\/date51398.2021.9474166","relation":{},"subject":[],"published":{"date-parts":[[2021,2,1]]}}}