The DOI matches its Crossref record; 31 of the 32 references it cites were found in a registry or an index.
Digital Twin: Mitigating Unpredictable, Undesirable Emergent Behavior in Complex Systems
Overview
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In the citing paper
“Grieves and Vickers [35] have identified two subtypes of DT, namely: Digital Twin Prototype (DTP) and Digital Twin Instance (DTI).”
From Digital Twins in the IIoT: Current Practices and Future Directions Toward Industry 5.0 (2025) · cites this paper as [35]
In the citing paper
“predictive maintenance [35]”
From Digital Twins in the IIoT: Current Practices and Future Directions Toward Industry 5.0 (2025) · cites this paper as [35]
In the citing paper
“The authors of [35] proposed the term”
From Digital Twins in the IIoT: Current Practices and Future Directions Toward Industry 5.0 (2025) · cites this paper as [35]
In the citing paper
“After the completion of a physical system, data obtained from the physical spaces is sent to the virtual space and reciprocally, used to oversee and anticipate the system's performance [35].”
From Digital Twins in the IIoT: Current Practices and Future Directions Toward Industry 5.0 (2025) · cites this paper as [35]
In the citing paper
“A Digital Twin consists of three primary components: the physical system, the virtual system, and the service system, along with Digital Twin Data that continuously connect these elements [4,100].”
From Analysis of Digital Twin Applications in Energy Efficiency: A Systematic Review (2025) · cites this paper as [4]
In the citing paper
“It is important to note that Grieves' definition of Digital Twin [6] does not apply to systems that show an Evolutionary Emergence, i.e., systems that exhibit a deliberate capability to learn and modify their behavior in order to adapt to changing conditions.”
From Digital Twin in the IoT Context: A Survey on Technical Features, Scenarios, and Architectural Models (2020) · cites this paper as [6]
In the citing paper
“If a user cannot distinguish a virtual product from a physical one, under appropriate simulation conditions, then a virtual representation of the physical object could be considered a Digital Twin [6].”
From Digital Twin in the IoT Context: A Survey on Technical Features, Scenarios, and Architectural Models (2020) · cites this paper as [6]
Citations
Cites
(1994) · Journal of the American Dietetic Association · doi:10.1016/0002-8223(94)92216-0 · Cited by 46,726
I.—COMPUTING MACHINERY AND INTELLIGENCE
TURING, A. M. (1950) · Mind · doi:10.1093/mind/lix.236.433 · Cited by 10,290
Computing Machinery and Intelligence (1950)
Turing, A. M. (2004) · doi:10.1093/oso/9780198250791.003.0017 · Cited by 6,120
Normal Accidents: Living with High Risk Technologies
Grimes, A. J., & Perrow, C. B. (1985) · Academy of Management Review · doi:10.2307/257982 · Cited by 4,985
Normal Accidents: Living with High-Risk Technologies
Cummings, L. L., & Perrow, C. (1984) · Administrative Science Quarterly · doi:10.2307/2392945 · Cited by 2,861
How Smart, Connected Products Are Transforming Competition
Porter, M. E., & Heppelmann, J. E. (2014) · Harvard business review · Cited by 2,600
The Digital Twin Paradigm for Future NASA and U.S. Air Force Vehicles
Glaessgen, E., & Stargel, D. (2012) · 53rd AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference 20th AIAA/ASME/AHS Adaptive Structures Conference 14th AIAA · doi:10.2514/6.2012-1818 · Cited by 2,404
Mitchell, M. (2009) · doi:10.1093/oso/9780195124415.001.0001 · Cited by 2,310
Towards a System of Systems Concepts
Ackoff, R. L. (1971) · Management Science · doi:10.1287/mnsc.17.11.661 · Cited by 1,204
Reengineering aircraft structural life prediction using a digital twin
Tuegel, E. J., Ingraffea, A. R., Eason, T. G., & Spottswood, S. M. (2011) · International Journal of Aerospace Engineering · doi:10.1155/2011/154798 · Cited by 1,119
Research works printed but not linked: 3
- Grieves, M. (2011). Virtually perfect: Driving innovative and lean products through product lifecycle management. Cocoa Beach, FL: Space Coast Press.
- Grieves, M. (2009). Virtually perfect: Driving innovative and lean products through product lifecycle management. Cocoa Beach, FL: Space Coast Press.
- Grieves, M. (2014). Process, practice, and innovation. In P. Gupta & B. Trusko (Eds.), Global innovation science handbook (pp. 159–172). New York: McGraw Hill Professional.
Cited by
Sorted by citations
Items 1,501–1,600 of 3,752
Interoperability of AI-enhanced digital twins
Memon, U., Mayer, W., Selway, M., & Stumptner, M. (2025) · Journal of Industrial Information Integration · doi:10.1016/j.jii.2025.100961 · Cited by 13
Xames, M. D., Topcu, T. G., Parker, S. H., Zagarese, V., & Epling, J. W. (2025) · Frontiers in Digital Health · doi:10.3389/fdgth.2025.1611225 · Cited by 6
Wu, Z., Xin, L., Cheng, J., et al. (2025) · High Voltage · doi:10.1049/hve2.70109 · Cited by 7
A simulation-based digital twin model for data-driven decision optimization
Keshvarinia, M., MacKenzie, C. A., & Zhao, Z. (2025) · Decision Analytics Journal · doi:10.1016/j.dajour.2025.100646 · Cited by 7
AI agent-based virtual model development, diagnosis, and calibration for building digital twins
Li, J., Koo, J., Lee, J., Li, Y., Song, J., Wang, P., Zhao, T., & Yoon, S. (2025) · Journal of Industrial Information Integration · doi:10.1016/j.jii.2025.100990 · Cited by 8
Integration Approaches for Digital Twins in Dataspaces
Schmidt, C. H., Volz, F., Stojanović, L., et al. (2025) · Applied Sciences · doi:10.3390/app152111623 · Cited by 7
Nambiar, S., Paul, R. C., Ikechukwu, O. C., Jonsson, M., & Tarkian, M. (2025) · Machines · doi:10.3390/machines13070620 · Cited by 7
Hodavand, F., Ramaji, I. J., Sadeghi, N., & Goharrizi, S. Z. (2025) · Buildings · doi:10.3390/buildings15224030 · Cited by 8
Wong, R. W. M., & Loo, B. P. Y. (2025) · Buildings · doi:10.3390/buildings15244406 · Cited by 8
Ai, T., Gao, L., Yin, X., Du, H., Li, Q., & Zhang, H. (2026) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2026.106870 · Cited by 8
NeuroTwin Intelligence: Bridging Digital Twins and Self-Evolving AI Agents
Natarajan, G. N., Anumula, S. K., Komperla, R. C. A., Taware, R. N., & Nagella, P. (2025) · IEEE International Conference on Information Technology, Electronics and Intelligent Communication Systems (ICITEICS) · doi:10.1109/iciteics64870.2025.11341483 · Cited by 7
Weinberg, A. I. (2026) · Discover Artificial Intelligence · doi:10.1007/s44163-026-00916-x · Cited by 13
Sifat, M. M. H., Haque, M. E., Islam, S. N., Ronanki, D., & Kumar, B. K. (2026) · Computers & Electrical Engineering · doi:10.1016/j.compeleceng.2026.111100 · Cited by 9
Digital twins as decision infrastructure: evolution, architecture, and research roadmap
Yang, C. P., Malarvizhi, A. S., Masri, Y., Smith, J. S., Li, Z., Huang, Q., Liu, L., & Kim, J. (2026) · Big Earth Data · doi:10.1080/20964471.2026.2678046 · Cited by 10
Xu, Y., Päivärinta, T., & Kuvaja, P. (2020) · Communications in computer and information science · doi:10.1007/978-981-15-7530-3_5 · Cited by 7
Digital Twins of the Urban Ecosystem to Ensure the Quality of Life of the Population
Mukhacheva, A. V., Ugryumova, M. N., Morozova, I. S., et al. (2022) · Advances in economics, business and management research/Advances in Economics, Business and Management Research · doi:10.2991/aebmr.k.220208.047 · Cited by 7
Digital Twins for Organ Preservation Devices
Buhagiar, A. J., Freitas, L., Scott, W. E., III, & Larsen, P. G. (2022) · Lecture notes in computer science · doi:10.1007/978-3-031-19762-8_3 · Cited by 7
Kimura, R., & Nakajima, T. (2023) · Smart Cities · doi:10.3390/smartcities6010016 · Cited by 7
Digital Twin Technology for Energy Management Systems to Tackle Climate Change Challenges
Ahmed, E., Farag, M. A., Darwish, A. A., & Hassanien, A. E. (2023) · Studies in big data · doi:10.1007/978-3-031-22456-0_8 · Cited by 7
Network Digital Twin for Non-Public Networks
Roselló, M. M., Cancela, J. V., Quintana, I., et al. (2023) · IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM) · doi:10.1109/wowmom57956.2023.00086 · Cited by 7
Digital Twin For Agile Manufacturing: Challenges From The Offshore Wind Turbine Industry
Nickpasand, M., & Gaspar, H. M. (2023) · European Conference on Modelling and Simulation (ECMS) · doi:10.7148/2023-0442 · Cited by 8
COMPREENSÃO E APLICAÇÃO DO NÚMERO DE EULER: Uma revisão sistemática bibliográfica
Antoniazzi, M. A. S., & Godinho, E. Z. (2023) · Revista SODEBRAS · doi:10.29367/issn.1809-3957.2023.18.213.139 · Cited by 7
Multibody Simulation Model as Part of Digital Twin Architecture: Stewart Platform Example
Walica, D., & Noskievič, P. (2024) · IEEE Access · doi:10.1109/access.2023.3349247 · Cited by 7
AI-Driven Data Analytics Within Digital Twins
Khapekar, S. H., Wankhade, S., Sawai, S., et al. (2024) · Advances in business information systems and analytics book series · doi:10.4018/979-8-3693-1818-8.ch005 · Cited by 7
Maintenance architecture design of equipment operation and maintenance system based on digital twins
Lu, J., Ji, W., Chen, C., & Su, X. (2024) · Proceedings of the Institution of Mechanical Engineers Part B Journal of Engineering Manufacture · doi:10.1177/09544054231214011 · Cited by 7
Development of a Maturity Assessment Model for Digital Twins in Battery Cell Industry
Schabany, D., Hülsmann, T.-H., & Schmetz, A. (2023) · Procedia CIRP · doi:10.1016/j.procir.2023.09.105 · Cited by 7
Drilling Advisory Automation with Digital Twin and AI Technologies
Cao, J., Nabavi, J., & Oedegaard, S. I. (2024) · IADC/SPE International Drilling Conference and Exhibition · doi:10.2118/217960-ms · Cited by 7
Barathi, A. S., Manapragada, N. V. S. K., Kumar, P., Shukla, S., & Shukla, A. K. (2024) · Advances in geographical and environmental sciences · doi:10.1007/978-981-97-1685-2_4 · Cited by 7
Cheng, D., Hu, B., Feng, Y., Yang, J., Wang, B., Gong, H., & Tan, J. (2024) · International Journal of Production Research · doi:10.1080/00207543.2024.2354853 · Cited by 7
An innovative AR-assisted self-adjusting digital twin for speed control of a servomechanism
Hsieh, T., & Smith, S. S.-F. (2024) · Computers & Industrial Engineering · doi:10.1016/j.cie.2024.110328 · Cited by 7
A Digital Twin Implementation Framework for a Collaborative Robot Based on Iso 23247
Minh, T. B., Phu, D. X., Nguyen, Q. H., Nguyen, K. H. V., & Phan, T. T. T. (2024) · Green energy and technology · doi:10.1007/978-981-97-1868-9_74 · Cited by 7
Calibration of the Double Digital Twin for the Hand Rehabilitation by the Virtual Glove
Matteo, A. D., Lozzi, D., Mattei, E., Mignosi, F., Montagna, S., Polsinelli, M., & Placidi, G. (2024) · Proceedings - IEEE Symposium on Computer-Based Medical Systems · doi:10.1109/cbms61543.2024.00092 · Cited by 7
Castiglioni, V., Ruggero Lanotte, A., Loreti, M., & Tini, S. (2024) · Lecture notes in computer science · doi:10.1007/978-3-031-68150-9_2 · Cited by 7
Digital Twin Continuum: a Key Enabler for Pervasive Cyber-Physical Environments
Barbone, A., Burattini, S., Martinelli, M., Picone, M., Ricci, A., & Virdis, A. (2024) · International Conference on Computer Communications and Networks (ICCCN) · doi:10.1109/icccn61486.2024.10637565 · Cited by 7
From digital model to digital twin in tunnel construction
Salzgeber, H., Ernst, M., Schneiderbauer, L., & Flora, M. (2024) · Civil Engineering Design · doi:10.1002/cend.202400020 · Cited by 7
A structured digital twinning approach to improve decision-making in manufacturing SMEs
Slot, M., Damgrave, R., & Lutters, E. (2024) · CIRP journal of manufacturing science and technology · doi:10.1016/j.cirpj.2024.10.010 · Cited by 8
Intelligent Acting Digital Twins (IADT)
Bounceur, A., & Kara, M. (2025) · IEEE Access · doi:10.1109/access.2025.3532545 · Cited by 10
Digital Twin: State-of-the-Art and Future Perspectives
Xu, Q., Wang, J., Gao, W., Ren, S., & Li, Z. (2024) · International Conference on Computer Science and Management Technology (ICCSMT) · doi:10.1145/3708036.3708159 · Cited by 7
System Development Life-Cycle Assisted Digital Twin Development Model for Smart Micro-grids
Özkan, E., Kök, İ., & Özdemi̇r, S. (2025) · Internet of Things · doi:10.1016/j.iot.2025.101580 · Cited by 8
The metaverse and sustainable tourism: Opportunities, challenges and future trends
Zahrani, M. A., Ziaeian, M., & Bamakan, S. M. H. (2025) · Sustainable Futures · doi:10.1016/j.sftr.2025.101006 · Cited by 7
Smart tribo-peening process for surface functionalization through digital twin concept
Levy, B., Mansori, M. E., Hadrouz, M. E., Mezghani, S., Beaudonnet, A.-L., & Cabrero, J. (2021) · The International Journal of Advanced Manufacturing Technology · doi:10.1007/s00170-021-07143-x · Cited by 6
Digital Twin Modeling Method for Assembly Quality Control of Complex Products
Du, R., Li, G., Zhang, M., et al. (2021) · International Conference on Circuits, Systems and Simulation (ICCSS) · doi:10.1109/iccss51193.2021.9464200 · Cited by 7
Neuro-fuzzy Modelling of a Linear Fresnel-type Solar Collector System as a Digital Twin
Chicaiza, W. D., Sánchez, A. J., Gallego, A. J., & Escaño, J. M. (2021) · Atlantis studies in uncertainty modelling/Atlantis Studies in Uncertainty Modelling · doi:10.2991/asum.k.210827.033 · Cited by 7
CycleStyleGAN-Based Knowledge Transfer for a Machining Digital Twin
Зотов, Е. В., & Kadirkamanathan, V. (2021) · Frontiers in Artificial Intelligence · doi:10.3389/frai.2021.767451 · Cited by 7
Research on Equipment Maintenance Guidance Technology Based on MR and Digital Twin
Li, Y., Zhang, Z., Li, X.-Y., et al. (2021) · International Conference on Electronic Information Technology and Computer Engineering (EITCE) · doi:10.1145/3501409.3501454 · Cited by 7
Datafied Brains and Digital Twins: Lessons From Industry, Caution For Psychiatry
Rainey, S. (2022) · Philosophy, psychiatry & psychology · doi:10.1353/ppp.2022.0005 · Cited by 7
Razek, A. (2022) · Applied Sciences · doi:10.3390/app12094675 · Cited by 7
Digital Twin Technology Applications for Transportation Infrastructure—A Survey-Based Study
Cruz, H., Raheem, A. A., & Nazarian, S. (2022) · Computing in Civil Engineering · doi:10.1061/9780784483893.044 · Cited by 7
The development of a digital twin concept system
Duan, H., Gao, S., Yang, X., & Li, Y. (2022) · Digital Twin · doi:10.12688/digitaltwin.17599.1 · Cited by 20
Digital Twin Technology in the Field of Education—Take the Management of the HTC Vive as An Example
Tao, Z., & Xu, G. (2022) · Lecture notes in educational technology · doi:10.1007/978-981-19-5967-7_6 · Cited by 7
Andersson, M., Kusetogullari, A., & Wernberg, J. (2022) · Industry and Innovation · doi:10.1080/13662716.2022.2112396 · Cited by 7
Management of Research Field Data Within the Concept of Digital Twin
Dierend, H., Altun, O., Mozgova, I., & Lachmayer, R. (2022) · Lecture notes in networks and systems · doi:10.1007/978-3-031-16281-7_20 · Cited by 7
Transformation of Robotics Education in the Era of Covid-19: Challenges and Opportunities
Christopoulos, A., Coppo, G., Andolina, S., Priore, S. L., Antonelli, D., Salmas, D., Stylios, C. D., & Laakso, M. (2022) · IFAC-PapersOnLine · doi:10.1016/j.ifacol.2022.10.173 · Cited by 7
Recursive Router Metrics Prediction Using ML-based Node Modeling for Network Digital Replica
Hattori, K., Korikawa, T., Takasaki, C., et al. (2022) · Globecom · doi:10.1109/globecom48099.2022.10001607 · Cited by 7
Mouflih, C., Gaha, R., Bosch-Mauchand, M., & Durupt, A. (2023) · IFIP advances in information and communication technology · doi:10.1007/978-3-031-25182-5_61 · Cited by 7
Understanding Consumer Behavior in Virtual Ecosystems
Gupta, P. (2023) · Advances in marketing, customer relationship management, and e-services book series · doi:10.4018/978-1-6684-7029-9.ch007 · Cited by 7
The Digital Risk Twin – Enabling Model-based RAMS
Thorn, A. C., Conroy, P., Chan, D., et al. (2023) · Proceedings, annual Reliability and Maintainability Symposium/Proceedings. Annual Reliability and Maintainability Symposium · doi:10.1109/rams51473.2023.10088269 · Cited by 7
Interoperable Digital Twin Solutions for Asset-Heavy Industry
Hu, Z., Haghshenas, A., Hasan, A., Sørenes, S., Karlsen, A., & Alaliyat, S. A.-A. (2023) · Springer eBooks · doi:10.1007/978-981-99-0252-1_9 · Cited by 7
Digital Twin Development: Mathematical Modeling
Krummacker, D., Reichardt, M., Fischer, C., & Schotten, H. D. (2023) · IEEE International Conference on Industrial Cyber-Physical Systems (ICPS) · doi:10.1109/icps58381.2023.10128007 · Cited by 7
Towards Cultural Heritage Digital Twin: Concept, Characteristics, Framework and Applications
Xin, L., Hong-yu, G., Kyeong, S. E., Qitao, W., Guojun, Y., & Bangkun, D. (2023) · International Conference on Virtual Reality · doi:10.1109/icvr57957.2023.10169702 · Cited by 7
Development of an Information Model for Simulation Data Management in the Digital Twin
Röhm, B., Anderl, R., & Schleich, B. (2023) · Procedia CIRP · doi:10.1016/j.procir.2023.03.120 · Cited by 7
Validating Production Test Scenarios with Cyber-Physical System Design Models
Biffl, S., Hoffmann, D., Kiesling, E., et al. (2023) · IEEE Conference on Business Informatics · doi:10.1109/cbi58679.2023.10187499 · Cited by 7
A Digital Twin Based Residual Stress Prediction Method for Turbine Blades
Mou, S., Bu, K., Liu, J., Ren, S., Zhang, R., & Bai, B. (2023) · Journal of Physics Conference Series · doi:10.1088/1742-6596/2569/1/012067 · Cited by 7
Digital Twins an Enabler of Digitalization in Supply Chain
Bargavi, R., & Mathivathanan, D. (2023) · Environmental footprints and eco-design of products and processes · doi:10.1007/978-981-99-4894-9_11 · Cited by 8
A monitoring based digital twin for the Filstal bridges
Lazoglu, A., Naraniecki, H., Zaidman, I., et al. (2023) · CRC Press eBooks · doi:10.1201/9781003323020-22 · Cited by 7
Design and Implementation of a Cloud-Network Resource Management System Based on Digital Twin
Zhao, J., Xiong, X., & Chen, Y. (2023) · IEEE International Conference on Digital Twins and Parallel Intelligence (DTPI) · doi:10.1109/dtpi59677.2023.10365443 · Cited by 7
Digital Twin: A Transformative Tool for Smart Cities
Joshi, R., & Badola, R. (2024) · S.M.A.R.T. environments · doi:10.1007/978-3-031-59846-3_8 · Cited by 7
Human-Machine Cooperation in Self-organized Production Systems: A Point of View
Berdal, Q., Pacaux‐Lemoine, M., Trentesaux, D., & Chauvin, C. (2018) · Studies in computational intelligence · doi:10.1007/978-3-030-03003-2_9 · Cited by 7
Emergent Behavior in System-of-Systems
Inocêncio, T. J., Gonzales, G. R., Cavalcante, E., et al. (2019) · doi:10.1145/3350768.3350779 · Cited by 7
Qiu, S., Liu, S., Kong, D., et al. (2019) · Virtual Reality & Intelligent Hardware · doi:10.1016/j.vrih.2019.10.003 · Cited by 7
Online Assessment of Flexibility on Active Distribution Network Planning through Digital Twin
Feng, Z., Cui, Q., Zhang, Y., et al. (2020) · International Conference on Electrical, Control and Instrumentation Engineering (ICECIE) · doi:10.1109/icecie50279.2020.9309627 · Cited by 7
Svanæs, D., Lyngby, A. S., Bärnhold, M., et al. (2021) · Lecture notes in computer science · doi:10.1007/978-3-030-77277-2_29 · Cited by 7
Inaugural Editorial - Digital Twin
Tao, F., Qi, Q., & Liu, A. (2021) · Digital Twin · doi:10.12688/digitaltwin.17471.1 · Cited by 7
The Construction Path of University Smart Library Based on Digital Twin
Xiao, N. (2022) · International Conference on Consumer Electronics and Computer Engineering (ICCECE) · doi:10.1109/iccece54139.2022.9712798 · Cited by 7
Possibilities with Digital Twin
Shah, V., & Suthar, A. C. (2022) · doi:10.1002/9781119842316.ch14 · Cited by 7
A Comprehensive Survey on Digital Twin for Future Networks and Emerging Iot IndustryPreprint
Hakiri, A., Gokhale, A. S., Yahia, S. B., & Mellouli, N. (2023) · SSRN Electronic Journal · doi:10.2139/ssrn.4535810 · Cited by 7
An Integrated Framework for Digital Twins in Hospitals
Sampaio, R. P., Costa, A. A., Flores‐Colen, I., Klungseth, N. J., Semini, M. G., & Nordvik, S. (2024) · IOP Conference Series Earth and Environmental Science · doi:10.1088/1755-1315/1389/1/012042 · Cited by 6
Gómez, L. N. N., Matsunami, K., Liedekerke, P. V., et al. (2024) · Scientific Reports · doi:10.1038/s41598-024-72288-0 · Cited by 6
Reddy, G. D., Medikondu, N. R., Kumar, T. V., et al. (2024) · Cogent Engineering · doi:10.1080/23311916.2024.2415670 · Cited by 6
Zhang, L., Wang, X., He, S., Mao, X., Li, B., & Liu, H.-Q. (2024) · Science China Technological Sciences · doi:10.1007/s11431-024-2778-0 · Cited by 6
Bao, S., & Bu, H. (2025) · Journal of Building Engineering · doi:10.1016/j.jobe.2025.112356 · Cited by 6
Human-AI Teaming in a Digital Twin Model for Virtual Product Development
Orimi, A. G., Saralajew, S., Feng, J., Dai, Z., Hamlaoui, R., Stauß, T., & Lachmayer, R. (2025) · Zeitschrift für wirtschaftlichen Fabrikbetrieb · doi:10.1515/zwf-2024-0141 · Cited by 6
Wang, Q., Zhang, X., Lu, J., Xiao, G., Ren, Y., & Li, W. (2025) · IEEE Transactions on Instrumentation and Measurement · doi:10.1109/tim.2025.3558806 · Cited by 6
Augmented geometry assurance digital twin with physics-based incremental learning
Tabar, R. S., Söderberg, R. C., Ceglarek, D. J., Franciosa, P., & Lindkvist, L. (2025) · CIRP Annals · doi:10.1016/j.cirp.2025.03.008 · Cited by 6
Streamlining digital twin development and operation with DTOps
Miao, R., Liu, S., Sun, Y., Du, M., & Bao, J. (2025) · Journal of Intelligent Manufacturing · doi:10.1007/s10845-025-02608-2 · Cited by 6
Data-driven planning of large-scale electric vehicle charging hubs using deep reinforcement learning
Schroer, K., Ahadi, R., Ketter, W., & Lee, T. Y. (2025) · Transportation Research Part C Emerging Technologies · doi:10.1016/j.trc.2025.105126 · Cited by 9
Zhang, T., Grzelak, D., Zhao, W., Islam, M. A., Fricke, H., & Aßmann, U. (2025) · Drones · doi:10.3390/drones9060394 · Cited by 10
Brown, E. T. G., & Zaidi, Y. (2025) · Proceedings of the Institution of Mechanical Engineers Part G Journal of Aerospace Engineering · doi:10.1177/09544100251354958 · Cited by 7
Whole-Body Image-to-Image Translation for a Virtual Scanner in a Healthcare Digital Twin
Guarrasi, V., Feola, F. D., Restivo, R., Tronchin, L., & Soda, P. (2025) · Proceedings - IEEE Symposium on Computer-Based Medical Systems · doi:10.1109/cbms65348.2025.00114 · Cited by 6
A platform to support the fast development of digital twins for agricultural holdings
Laguna, J., Suaza-Medina, M. E., Béjar, R., Lacasta, J., & Zarazaga-Soria, F. J. (2025) · Computers in Industry · doi:10.1016/j.compind.2025.104347 · Cited by 7
Digital Twin development and implementation for the management of irrigation networks
Pavón, R. M., Galao, Ó., Picazo, M. Á. P., et al. (2025) · Expert Systems with Applications · doi:10.1016/j.eswa.2025.129330 · Cited by 6
An Intelligent and Privacy-Preserving Digital Twin Model for Aging-in-Place
Wang, Y., Leung, J. C., Chen, I., Zeng, Z., Tan, B. T. H., Qiu, Y., & Shen, Z. (2025) · IEEE Region 10 Symposium (TENSYMP) · doi:10.1109/tensymp63728.2025.11144990 · Cited by 8
Mahmud, A. K. M. R., Hriti, R. I., Hasan, M. M., Uddin, M. N., & Roy, A. R. (2025) · European Journal of Applied Science Engineering and Technology · doi:10.59324/ejaset.2025.3(5).04 · Cited by 6
Castiglioni, V., Ruggero Lanotte, A., Loreti, M., & Tini, S. (2025) · International Journal on Software Tools for Technology Transfer · doi:10.1007/s10009-025-00826-w · Cited by 6
Aghdam, F. H., Zavodovski, A., Rasti, M., & Pongrácz, É. (2025) · Journal of Renewable and Sustainable Energy · doi:10.1063/5.0263750 · Cited by 7
Wang, X., Liu, Y., & Wang, W. (2025) · Scientific Reports · doi:10.1038/s41598-025-30860-2 · Cited by 8
Toward Trustworthy Digital Twinning: Taxonomy, Analysis, and Open Challenges
Azzedin, F. A., Alhazmi, T. A., & Rahman, M. M. S. (2025) · Electronics · doi:10.3390/electronics14234732 · Cited by 7
Greenhouse 3-D UAV Coverage Path Planning Based on a DT-Driven DBO-GA Hybrid Framework
Wu, S. (2025) · IEEE Access · doi:10.1109/access.2025.3642007 · Cited by 6
Developing a calibrated physics-based digital twin for construction vehicles
Karanfil, D., Lindmark, D., Servin, M., et al. (2025) · Digital Twin · doi:10.1080/27525783.2025.2592382 · Cited by 6
Wang, R., Hu, J., Xin, D., Liu, S., & Zhao, K. (2025) · Applied Energy · doi:10.1016/j.apenergy.2025.126747 · Cited by 6
Metadata
- Authors
- Grieves, M., & Vickers, J.
- Affiliations
- Florida Institute of Technology (US)
- Marshall Space Flight Center (US)
- Corresponding author
- Grieves, Michael
- Venue
- Transdisciplinary Perspectives on Complex Systems
- Publisher
- Springer International Publishing
- Published
- 2016-08-17
- Pages
- 85-113
- OpenAlex
- W2518003110
- Semantic Scholar
- 157d07292ffadb2c17d100f5b0471b356868ab3e
- Cited by
- 3,727
- References
- 32
- Citations by year
- 2026: 697 · 2025: 743 · 2024: 619 · 2023: 580 · 2022: 431 · 2021: 296 · 2020: 187 · 2019: 113 · 2018: 47 · 2017: 12 · 2016: 2
- FWCI
- 138.63
- Type
- book chapter
- Language
- en
- Open access
- closed
- Locations
- Springer eBooks (publishedVersion)
- Topics
- Physical Sciences › Engineering › Control and Systems Engineering › Systems Engineering Methodologies and Applications
- Physical Sciences › Engineering › Industrial and Manufacturing Engineering › Digital Transformation in Industry
- Social Sciences › Decision Sciences › Management Science and Operations Research › Complex Systems and Decision Making
- Keywords
- digital twin, emergent behavior, complex systems, product life cycle, systems engineering, normal accidents, human interaction, front-running, NASA
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
