Digital Twins: Past, Present, and Future
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Grieves has also referred to DT as a Virtual Doppelganger.
“However, in recent years, the author himself also referred to the DT as a Virtual Doppelganger [14].”
From Digital Twins in the IIoT: Current Practices and Future Directions Toward Industry 5.0 (2025) · cites this paper as [14]
Cites
I.—COMPUTING MACHINERY AND INTELLIGENCE
TURING, A. M. (1950) · Mind · doi:10.1093/mind/lix.236.433 · Cited by 10,290 · see citing works
Academy of Strategic Management Journal
Patriarca, P. R. (2021) · ADVANCED SCIENCES INDEX · Cited by 1,022 · see citing works
Product lifecycle management: the new paradigm for enterprises
Grieves, M. W. (2005) · International Journal of Product Development · doi:10.1504/ijpd.2005.006669 · Cited by 741 · see citing works
Self-citationProduct Lifecycle Management: Driving the Next Generation of Lean Thinking
Grieves, M. W. (2005) · Cited by 375 · see citing works
Self-citationVirtually Intelligent Product Systems: Digital and Physical Twins
Grieves, M. W. (2019) · Complex Systems Engineering: Theory and Practice · doi:10.2514/5.9781624105654.0175.0200 · Cited by 356 · see citing works
Self-citationTechnology Integration: Making Critical Choices in a Dynamic World
Iansiti, M. (1997) · Medical Entomology and Zoology · Cited by 309 · see citing works
Torkamani, A., Andersen, K. G., Steinhubl, S. R., & Topol, E. J. (2017) · Cell · doi:10.1016/j.cell.2017.08.007 · Cited by 245 · see citing works
Is Human Digital Twin possible?
Shengli, W. (2021) · Computer Methods and Programs in Biomedicine Update · doi:10.1016/j.cmpbup.2021.100014 · Cited by 233 · see citing works
van der Valk, H., Haße, H., Möller, F., & Otto, B. (2021) · Business & Information Systems Engineering · doi:10.1007/s12599-021-00727-7 · Cited by 113 · see citing works
Challenges when creating a cohesive digital twin ship: a data modelling perspective
Fonseca, Í. A., & Gaspar, H. M. (2020) · Ship Technology Research · doi:10.1080/09377255.2020.1815140 · Cited by 93 · see citing works
The personal digital twin, ethical considerations
Kerckhove, D. C. F. D. (2021) · Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences · doi:10.1098/rsta.2020.0367 · Cited by 70 · see citing works
Perabo, F., Park, D., Zadeh, M., Smogeli, Ø. R., & Jamt, L. (2020) · IEEE International Symposium on Industrial Electronics (ISIE) · doi:10.1109/isie45063.2020.9152218 · Cited by 67 · see citing works
Drilling Digital Twin Success Stories the Last 10 Years
Mayani, M. G., Svendsen, M., & Oedegaard, S. I. (2018) · SPE Bergen One Day Seminar · doi:10.2118/191336-ms · Cited by 64 · see citing works
Barat, S., Parchure, R., Darak, S., Kulkarni, V., Paranjape, A. A., Gajrani, M., Yadav, A., & Kulkarni, V. (2021) · Transactions of Indian National Academy of Engineering · doi:10.1007/s41403-020-00197-5 · Cited by 47 · see citing works
The Place and Role of Digital Twin in Supply Chain Management
Barykin, S., Aleks, A., Bochkarev, A., Добронравин, Е. Р., & Sergeev, S. M. (2021) · Academy of strategic management journal/Academy of Strategic Management journal · Cited by 47 · see citing works
Product Lifecycle Management and the Quest for Sustainable Space Exploration
Caruso, P. W., Dumbacher, D. L., & Grieves, M. W. (2010) · AIAA SPACE Conference & Exposition · doi:10.2514/6.2010-8628 · Cited by 21 · see citing works
Self-citationMaking It Count: Extracting Real World Data from Compassionate Use and Expanded Access Programs
Rozenberg, O., & Greenbaum, D. S. (2020) · The American Journal of Bioethics · doi:10.1080/15265161.2020.1779857 · Cited by 18 · see citing works
Hernigou, P., & Scarlat, M. M. (2021) · International Orthopaedics · doi:10.1007/s00264-021-05191-2 · Cited by 13 · see citing works
Generating Railway Geometric Digital Twins from Airborne LiDAR Data
Ariyachandra, M. R. M. F., & Brilakis, I. (2021) · Computing in construction · doi:10.35490/ec3.2021.163 · Cited by 4 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
The role of digital twins in lean supply chain management: review and research directions
Guo, D., & Mantravadi, S. (2024) · International Journal of Production Research · doi:10.1080/00207543.2024.2372655 · Cited by 157 · see citing works
Trends in Digital Twin Framework Architectures for Smart Cities: A Case Study in Smart Mobility
Faliagka, E., Christopoulou, E., Ringas, D., Politi, C. T., Kostis, N., Leonardos, D., Tranoris, C., Antonopoulos, C., Denazis, S., & Voros, N. S. (2024) · Sensors · doi:10.3390/s24051665 · Cited by 120 · see citing works
Al-Shetwi, A. Q., Atawi, I. E., El‐Hameed, M. A., & Abuelrub, A. (2025) · IET Smart Grid · doi:10.1049/stg2.70026 · Cited by 123 · see citing works
Digital Twin: Exploring the Intersection of Virtual and Physical Worlds
Menon, D., Anand, B., & Chowdhary, C. L. (2023) · IEEE Access · doi:10.1109/access.2023.3294985 · Cited by 65 · see citing works
Digital twin systems for musculoskeletal applications: A current concepts review
Diniz, P., Grimm, B., Garcia, F., Fayad, J., Ley, C., Mouton, C., Oeding, J. F., Hirschmann, M. T., Samuelsson, K., & Seil, R. (2025) · Knee Surgery, Sports Traumatology, Arthroscopy · doi:10.1002/ksa.12627 · Cited by 60 · see citing works
Toward digital twin of the ocean: from digitalization to cloning
Chen, G., Yang, J., Huang, B., Ma, C., Tian, F., Ge, L., Xia, L., & Li, J. (2023) · Intelligent Marine Technology and Systems · doi:10.1007/s44295-023-00003-2 · Cited by 62 · see citing works
Bitencourt, J., Wooley, A., & Harris, G. A. (2024) · International Journal of Production Research · doi:10.1080/00207543.2024.2357741 · Cited by 65 · see citing works
From Digital Twins to Digital Twin Prototypes: Concepts, Formalization, and Applications
Barbie, A., & Hasselbring, W. (2024) · IEEE Access · doi:10.1109/access.2024.3406510 · Cited by 48 · see citing works
Digital twin construction with a focus on human twin interfaces
Soman, R. K., Farghaly, K., Mills, G., & Whyte, J. K. (2025) · Automation in Construction · doi:10.1016/j.autcon.2024.105924 · Cited by 41 · see citing works
Digital Twin Cognition: AI-Biomarker Integration in Biomimetic Neuropsychology
Gkintoni, E., & Halkiopoulos, C. (2025) · Biomimetics · doi:10.3390/biomimetics10100640 · Cited by 41 · see citing works
Digital Twins of Biological Systems: A Narrative Review
Alsalloum, G. A., AlSawaftah, N., Percival, K. M., & Husseini, G. A. (2024) · IEEE Open Journal of Engineering in Medicine and Biology · doi:10.1109/ojemb.2024.3426916 · Cited by 33 · see citing works
Digital twin-enabled regional food supply chain: A review and research agenda
Monteiro, J., & Barata, J. (2025) · Journal of Industrial Information Integration · doi:10.1016/j.jii.2025.100851 · Cited by 33 · see citing works
Rajesh, P. K., Soundarya, T., & Jithin, K. V. (2024) · Journal of Power Sources · doi:10.1016/j.jpowsour.2024.234464 · Cited by 35 · see citing works
Digital Twins of Business Processes: A Research Manifesto
Fornari, F., Compagnucci, I., Donato, M. C. D., Bertrand, Y., Beyel, H. H., Carrión, E., Franceschetti, M., Groher, W., Grüger, J., Kilic, E., et al. (2024) · Internet of Things · doi:10.1016/j.iot.2024.101477 · Cited by 37 · see citing works
Digital twin and digital thread within the product lifecycle management
Lehner, C., Padovano, A., Zehetner, C., & Hackenberg, G. (2024) · Procedia Computer Science · doi:10.1016/j.procs.2024.02.104 · Cited by 31 · see citing works
Sports venue digital twin technology from a spectator virtual visiting perspective
Glebova, E., Book, R. T., Su, Y., Perić, M., & Heller, J. (2023) · Frontiers in Sports and Active Living · doi:10.3389/fspor.2023.1289140 · Cited by 29 · see citing works
Genetic Algorithm-Based Model Updating in a Real-Time Digital Twin for Steel Bridge Monitoring
Rabi, R. R., & Monti, G. (2025) · Applied Sciences · doi:10.3390/app15084074 · Cited by 29 · see citing works
A Digital Twin-Based Digital Product Passport
Monteiro, J., Barata, J., & Gentilini, S. (2024) · Procedia Computer Science · doi:10.1016/j.procs.2024.09.251 · Cited by 27 · see citing works
Razavi, H., Titidezh, O., Asgary, A., & Bonakdari, H. (2024) · Urban sustainability · doi:10.1007/978-981-97-8483-7_5 · Cited by 30 · see citing works
Zhu, M., & Jin, J. (2025) · Urban Planning · doi:10.17645/up.10109 · Cited by 25 · see citing works
Developing campus digital twin using interactive visual analytics approach
Ye, X., Jamonnak, S., Zandt, S. V., Newman, G., & Suermann, P. C. (2024) · Frontiers of Urban and Rural Planning · doi:10.1007/s44243-024-00033-2 · Cited by 25 · see citing works
Digital twin development towards integration into blue economy: A bibliometric analysis
Bhati, M., Goerlandt, F., & Pelot, R. P. (2024) · Ocean Engineering · doi:10.1016/j.oceaneng.2024.119781 · Cited by 31 · see citing works
Hypercomplex Signal Processing in Digital Twin of the Ocean: Theory and application
Yu, Z., Li, D., Du, P., Luo, W., Kou, K. I., Bhatti, U. A., Benger, W., Lv, G., & Yuan, L. (2024) · IEEE Signal Processing Magazine · doi:10.1109/msp.2024.3389496 · Cited by 23 · see citing works
The Future of Digital Twin Research and Development
Bossuyt, D. L. V., Allaire, D., Bickford, J. F., Bozada, T. A., Chen, W., Cutitta, R. P., Cuzner, R. M., Fletcher, K. M., Giachetti, R. E., Hale, B., et al. (2025) · Journal of Computing and Information Science in Engineering · doi:10.1115/1.4068082 · Cited by 24 · see citing works
Costa, M., & Papa, G. D. (2025) · Applied Sciences · doi:10.3390/app15158214 · Cited by 23 · see citing works
Digital Twins in the IIoT: Current Practices and Future Directions Toward Industry 5.0
Mon, B. F., Hayajneh, M., Ali, N. A., Ullah, F., Ullah, H., & Alkobaisi, S. (2025) · Computers, Materials & Continua · doi:10.32604/cmc.2025.061411 · Cited by 26 · see citing works
Saranti, A., Pfeifer, B., Gollob, C., Stampfer, K., & Holzinger, A. (2024) · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · doi:10.1002/widm.1554 · Cited by 24 · see citing works
Large Generative Model-Enabled Digital Twin for 6G Networks
Yang, Y. X., Sun, W. Y., He, J., Fu, Y., & Xu, L. (2024) · IEEE Network · doi:10.1109/mnet.2024.3520124 · Cited by 21 · see citing works
Digital Twin Modeling for Hydropower System Based on Radio Frequency Identification Data Collection
Cai, Z. Q., Wang, Y., Zhang, D., Wen, L., Liu, H., Xiong, Z., Khan, W., & Feng, R. (2024) · Electronics · doi:10.3390/electronics13132576 · Cited by 19 · see citing works
Inamdar, A., van Driel, W. D., & Zhang, G. (2024) · Electronics · doi:10.3390/electronics13163255 · Cited by 22 · see citing works
Electronics packaging materials and component-level degradation monitoring
Inamdar, A., van Driel, W. D., & Zhang, G. (2025) · Frontiers in Electronics · doi:10.3389/felec.2025.1506112 · Cited by 15 · see citing works
Virtualization and digital twins of the food supply chain for enhanced food safety
Corradini, M. G., Homez‐Jara, A., & Chen, C. (2024) · Advances in food and nutrition research · doi:10.1016/bs.afnr.2024.06.001 · Cited by 16 · see citing works
Qiu, Z.-H., & Lai, Y. (2023) · IEEE Access · doi:10.1109/access.2023.3341356 · Cited by 14 · see citing works
Maiullari, D., Nägeli, C., Rudenå, A., Isacson, Å., Dokter, G., Ellenbroek, I., Wallbaum, H., & Thuvander, L. (2024) · Environment and Planning B Urban Analytics and City Science · doi:10.1177/23998083241286030 · Cited by 14 · see citing works
Digital Twin and Artificial Intelligence in Machining: A Bibliometric Analysis
Dambatta, Y. S., Li, Q., Li, B., Zhang, Y., Zhang, B., Liu, D., Zhang, W., Zhou, Z., Feng, Y., Bie, Q., et al. (2025) · Intelligent and sustainable manufacturing · doi:10.70322/ism.2025.10005 · Cited by 15 · see citing works
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Passas, I. (2025) · Encyclopedia · doi:10.3390/encyclopedia5030087 · Cited by 16 · see citing works
Urban digital twins: Digital twins for participatory steering
Dawkins, O., & Kitchin, R. (2025) · New Media & Society · doi:10.1177/14614448251338280 · Cited by 14 · see citing works
A nuclear power plant digital twin for developing robot navigation and interaction
Vairagade, H., Kim, S., Son, H., & Zhang, F. (2024) · Frontiers in Energy Research · doi:10.3389/fenrg.2024.1356624 · Cited by 13 · see citing works
Soykan, B., Blanc, G., & Rabadi, G. (2025) · IEEE Access · doi:10.1109/access.2025.3557367 · Cited by 13 · see citing works
Sun, T., Lu, J., Li, Q., & Kou, Y. (2025) · Frontiers in Public Health · doi:10.3389/fpubh.2025.1631339 · Cited by 13 · see citing works
Nasim, M., Rajabifard, A., Chen, Y., & Samali, B. (2025) · Journal of Infrastructure Intelligence and Resilience · doi:10.1016/j.iintel.2025.100184 · Cited by 11 · see citing works
Building a 3D Digital Twin for Geotechnical Monitoring at San Xavier Mine
Akbulut, N. K. B., Anani, A., Brown, L. D., Wellman, E. C., & Adewuyi, S. O. (2024) · Rock Mechanics and Rock Engineering · doi:10.1007/s00603-024-04044-9 · Cited by 11 · see citing works
Alajmi, A. (2024) · MATEC Web of Conferences · doi:10.1051/matecconf/202440111005 · Cited by 11 · see citing works
Jamshidi, M. B., Hoang, D. T., Nguyen, D. N., Niyato, D. T., & Warkiani, M. E. (2025) · Computers in Biology and Medicine · doi:10.1016/j.compbiomed.2025.109970 · Cited by 11 · see citing works
Bridging the gap between discrete event simulation and digital twin: A manufacturing case study☆☆
Wooley, A., Bitencourt, J., & Silva, D. F. (2025) · Manufacturing Letters · doi:10.1016/j.mfglet.2025.06.147 · Cited by 11 · see citing works
Zhang, Y. Z., Wang, W., Yang, Q., Tang, X., Ruan, W., Li, Y., Daoerji, S., Zhang, X., Ye, Y., Huang, J., et al. (2024) · Digital twins and applications. · doi:10.1049/dgt2.12010 · Cited by 10 · see citing works
Pasquariello, A., Bouhali, I., Leherbauer, D., Abdeljabbar, N., Mhenni, F., Patalano, S., Hehenberger, P., & Rega, A. (2025) · IEEE Access · doi:10.1109/access.2025.3562932 · Cited by 10 · see citing works
Defining, Exploring, and Simulating the Digital Twin Metaverses
Grieves, M. W., & Hua, E. Y. (2024) · Simulation foundations, methods and applications · doi:10.1007/978-3-031-69107-2_1 · Cited by 10 · see citing works
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Soykan, B., & Rabadi, G. (2024) · Annual Modeling and Simulation Conference (ANNSIM) · doi:10.23919/annsim61499.2024.10732882 · Cited by 9 · see citing works
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Grieves, M. W. (2024) · Springer eBooks · doi:10.1007/978-3-031-67778-6_11 · Cited by 9 · see citing works
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Luo, J., Zheng, Y., Xu, L., & Xu, W. (2025) · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · doi:10.1109/jstars.2025.3530762 · Cited by 9 · see citing works
Protocols for Water and Environmental Modeling Using Machine Learning in California
He, M., Sandhu, P., Namadi, P., Reyes, E., Guivetchi, K., & Chung, F. I. (2025) · Hydrology · doi:10.3390/hydrology12030059 · Cited by 9 · see citing works
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Egorov, V. (2024) · Open Journal of Obstetrics and Gynecology · doi:10.4236/ojog.2024.1411138 · Cited by 8 · see citing works
Weinberg, A. I. (2026) · Discover Artificial Intelligence · doi:10.1007/s44163-026-00916-x · Cited by 13 · see citing works
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Wang, X., Zeng, M. L., Gao, J., & Zhao, K. (2024) · Routledge eBooks · doi:10.4324/9781032707211 · Cited by 7 · see citing works
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Çakır, L. V., Özdem, M., Ahmadi, H., Duong, T. Q., & Canberk, B. (2024) · IEEE Internet Computing · doi:10.1109/mic.2024.3491915 · Cited by 7 · see citing works
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Glass, P., & Serugendo, G. D. M. (2025) · Energies · doi:10.3390/en18082116 · Cited by 6 · see citing works
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de Ligny, S. D. W., van Geldere, S., Schäfer, M. T., & Meijer, A. J. (2025) · New Media & Society · doi:10.1177/14614448251338290 · Cited by 6 · see citing works
Wang, D., Wang, L., Yang, H., Zhang, Y., & Li, X. (2025) · Digital Twin · doi:10.1080/27525783.2025.2553129 · Cited by 6 · see citing works
Hachimi, C. E., Belaqziz, S., KHABBA, S., Karjoun, H., Kharrou, M. H., Hssaine, B. A., Er‐Raki, S., Daccache, A., Chehbouni, A., & Weng, Q. (2025) · Energy Nexus · doi:10.1016/j.nexus.2025.100599 · Cited by 6 · see citing works
Sthapit, I., & Olbina, S. J. (2026) · Buildings · doi:10.3390/buildings16030517 · Cited by 6 · see citing works
Bitencourt, J., Osho, J., Wooley, A., & Harris, G. A. (2025) · International Journal of Production Research · doi:10.1080/00207543.2025.2524516 · Cited by 6 · see citing works
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Karaca, Ş., & Önem, E. Ö. (2023) · Kayseri Üniversitesi Sosyal Bilimler Dergisi · doi:10.51177/kayusosder.1374880 · Cited by 6 · see citing works
Götz, M., & Lazarova‐Molnar, S. (2024) · Procedia Computer Science · doi:10.1016/j.procs.2024.06.073 · Cited by 6 · see citing works
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Hamlaoui, R., Orimi, A. G., Donia, R., Backe, C., Briken, V., & Lachmayer, R. (2025) · Procedia CIRP · doi:10.1016/j.procir.2025.08.030 · Cited by 5 · see citing works
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Maree, J.-M., Kruger, K., & Basson, A. H. (2024) · ACM/IEEE International Conference on Model Driven Engineering Languages and Systems (MODELS) · doi:10.1145/3652620.3688251 · Cited by 5 · see citing works
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García‐Rudolph, A., Wright, M. A., Teixidó-Font, C., Sánchez-Carrión, R., Cedersund, G., & Opisso, E. (2025) · Topics in Stroke Rehabilitation · doi:10.1080/10749357.2025.2584031 · Cited by 4 · see citing works
Rajkumar, M., Kapula, P. R., Alekhya, V., Reddy, U., Kumar, A., & Yusupov, A. (2024) · Advances in business information systems and analytics book series · doi:10.4018/979-8-3693-3550-5.ch004 · Cited by 5 · see citing works
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Biondani, F., Capogrosso, L., Cristani, M., & Fummi, F. (2025) · IEEE International Symposium on Industrial Electronics (ISIE) · doi:10.1109/isie62713.2025.11124810 · Cited by 3 · see citing works
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Wooley, A., Dimson, G., & Bitencourt, J. (2026) · Systems Engineering · doi:10.1002/sys.70049 · Cited by 3 · see citing works
Datta, G., Sharifi, S., & Banad, Y. M. (2026) · Electronics · doi:10.3390/electronics15081740 · Cited by 6 · see citing works
Pekša, J., & Mamchur, D. (2026) · Automation · doi:10.3390/automation7030077 · Cited by 3 · see citing works
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Wenk, J., Inojosa, H., Voigt, I., Gilbert, S., & Ziemssen, T. (2026) · Journal of Medical Internet Research · doi:10.2196/92696 · Cited by 3 · see citing works
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Vaghani, A., Gong, Z., & Henke, M. (2024) · Winter Simulation Conference · doi:10.1109/wsc63780.2024.10838814 · Cited by 3 · see citing works
RETRACTED: Towards interoperable building energy performance simulation: A digital Twin perspective
Osadcha, I., Klumbytė, E., Jurelionis, A., Spūdys, P., Hartmann, T., Saket, S., Harasymczuk, D., & Fokaides, P. A. (2025) · Journal of Building Engineering · doi:10.1016/j.jobe.2025.113059 · Cited by 3 · see citing works
RetractedThe Digital Twin Difference - a Blueprint for the Semiconductor Manufacturing Metaverse
Sen, U., & Gross, D. C. (2024) · ASMC proceedings · doi:10.1109/asmc61125.2024.10545457 · Cited by 3 · see citing works
China's exploration and experience in digital twinning of tangible cultural heritage
Yi, S., Zhou, Z., Zhao, L., & Wang, Y. (2024) · Routledge eBooks · doi:10.4324/9781032707211-11 · Cited by 3 · see citing works
Safe-By-Design Digital Twins for Human-Robot Interaction: A Use Case for Humanoid Service Robots
Škerlj, J., Hamad, M., Elsner, J., Naceri, A., & Haddadin, S. (2024) · Proceedings - IEEE International Conference on Robotics and Automation/Proceedings · doi:10.1109/icra57147.2024.10611178 · Cited by 3 · see citing works
Methods for Development of a Digital Twin of the Water Area for Navigation of Unmanned Vessels
Rosenberg, I. N., Соколов, С., & Dubchak, I. A. (2024) · World of Transport and Transportation · doi:10.30932/1992-3252-2023-21-6-1 · Cited by 3 · see citing works
Digital twin technology fundamentals
Chaiburi, C., & Yingngam, B. (2024) · Elsevier eBooks · doi:10.1016/b978-0-443-28884-5.00001-4 · Cited by 3 · see citing works
A Digital Process Twin Conceptual Architecture for What-If Process Analysis
Compagnucci, I., Re, B., Serral, E., & Snoeck, M. (2025) · Lecture notes in business information processing · doi:10.1007/978-3-031-79059-1_23 · Cited by 3 · see citing works
State Management Strategies for Stateful Digital Twin Migration in Industrial Scenarios
Fogli, M., Giannelli, C., Rossi, G., & Stefanelli, C. (2025) · International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT) · doi:10.1109/dcoss-iot65416.2025.00075 · Cited by 2 · see citing works
Fogli, M., Giannelli, C., Mari, E., & Stefanelli, C. (2025) · International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT) · doi:10.1109/dcoss-iot65416.2025.00115 · Cited by 2 · see citing works
- Authors
- Grieves, M. W.
- Corresponding author
- Grieves, Michael W.
- ORCID
- Grieves, Michael W.
- Venue
- The Digital Twin
- Publisher
- Springer International Publishing
- Published
- 2023
- Pages
- 97-121
- OpenAlex
- W4379108680
- Cited by
- 209
- References
- 19
- Citations by year
- 2026: 54 · 2025: 89 · 2024: 59 · 2023: 7
- FWCI
- 129.44
- Type
- book chapter
- Language
- en
- Open access
- closed
- Licence
- Locations
- Springer eBooks (publishedVersion)
- Topics
- Physical Sciences › Engineering › Industrial and Manufacturing Engineering › Digital Transformation in Industry
- Social Sciences › Business, Management and Accounting › Management of Technology and Innovation › Digital Innovation in Industries
- Physical Sciences › Engineering › Industrial and Manufacturing Engineering › Applied Advanced Technologies
- Keywords
- digital twin, efficiency and effectiveness
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