Make more digital twins

Smart manufacturing must embrace big data

Kusiak, A. (2017) · Nature · doi:10.1038/544023a · Cited by 636

Digital Twin Driven Smart Manufacturing

Tao, F., Zhang, M., & Nee, A. Y. C. (2019) · Elsevier eBooks · doi:10.1016/c2018-0-02206-9 · Cited by 284

Forest Fire Analysis Prediction and Digital Twin Verification: A Trinity Framework and Application

Li, W., Zai, W., Fan, W., & Tang, Y. (2025) · Forests · doi:10.3390/f16101546 · Cited by 1

Model-Driven Requirements Engineering to Support IA-Enabled Digital Twins of IoT-Enhanced Business Processes

Bouich, A. (2025) · IEEE International Requirements Engineering Conference (RE) · doi:10.1109/re63999.2025.00078 · Cited by 1

Leveraging Digital Twin Technology for Enhanced Patient Care and Predictive Health Management

AWASTHI, N., & Mishra, R. (2025) · ANALISTA International Journal of Multidisciplinary Research · doi:10.71182/aijmr.2506.0301.4004 · Cited by 1

Simple rules for simple models

Messé, A., Hilgetag, C. C., & Hütt, M. ‐. (2025) · Physics of Life Reviews · doi:10.1016/j.plrev.2025.10.006 · Cited by 1

A cross-domain coupling framework for digital twins in rural regional systems: Insights from China

Huang, X., & Liu, Y. (2025) · Journal of Rural Studies · doi:10.1016/j.jrurstud.2025.103929 · Cited by 1

From Watershed Science to Earth System Science: paradigm shift and disciplinary innovation in global governance

Liu, C., Li, S., Wang, X., Dong, J., Wang, X., Zhu, J., Wen, H., Zhao, D., Zeng, Z., & Ding, H. (2025) · Chinese Science Bulletin (Chinese Version) · doi:10.1360/csb-2025-5337 · Cited by 1

Transforming consumers’ IoT data into behavioral insights with AI-enabled Consumer Digital Twins (CDT) for marketing analytics

Hornik, J., & Rachamim, M. (2025) · Journal of Marketing Analytics · doi:10.1057/s41270-025-00448-w · Cited by 1

Designing smart physical stores using AI-enabled digital twins for an immersive shopping experience

Hornik, J., & Rachamim, M. (2025) · Journal of Contemporary Marketing Science · doi:10.1108/jcmars-05-2025-0024 · Cited by 1

A Holistic View of Digital Twin Capabilities: From Development to Achieved Value

Galera‐Zarco, C. (2025) · IEEE Technology and Engineering Management Conference - Latin America (TEMSCON LATAM) · doi:10.1109/temsconlatam65810.2025.11238399 · Cited by 1

TCN-TOPSIS model and its application in digital twin system for rocket safety status prediction

Li, F., Li, B., Zhao, L., Li, H., He, Y., Zheng, J., Bao, Y., & Ding, Z. (2025) · Digital Twin · doi:10.1080/27525783.2025.2599593 · Cited by 1

Real-time prediction and reconstruction of hydrofoil structural stress using machine learning

Ao, Y., Lv, P., Hou, Y., Yan, J., Peng, D., Zhang, Y., Yang, C., Li, H., & Duan, H. (2025) · Ocean Engineering · doi:10.1016/j.oceaneng.2025.123642 · Cited by 1

Iterative calibration of medical digital twins via adaptive estimators

Sereno, J. E., Neujahr, H., Hernández-González, M., & Hernandez-Vargas, E. A. (2026) · Frontiers in Applied Mathematics and Statistics · doi:10.3389/fams.2025.1699390 · Cited by 1

Embodied Digital Twin driven human-centric collaborative robot behavior: Cognitive inference of action strategies

Tong, X., Zheng, H., Wang, B., & Bao, J. (2026) · Chinese Journal of Mechanical Engineering · doi:10.1016/j.cjme.2025.100164 · Cited by 1

Automated geometry-based analysis for object-level Scan-vs-BIM validation of TBE components

Kinnen, T., & Blankenbach, J. (2026) · Journal of Information Technology in Construction · doi:10.36680/j.itcon.2026.004 · Cited by 1

Digital Twin and Scheduling of Parallel Walking Beam Reheating Furnaces

Li, S., Jiang, Y., Zhao, Z., Jian-hai, S., & Liu, S. (2026) · IEEE Transactions on Industrial Informatics · doi:10.1109/tii.2026.3655807 · Cited by 2

Security, resilience and interoperability perspectives on digital twin ecosystems

Tooth, J., Watson, J., & Tuptuk, N. (2026) · Future Generation Computer Systems · doi:10.1016/j.future.2026.108470 · Cited by 1

A Federated Digital Twin Framework for Consumer Wellbeing Systems

Rachamim, M., & Hornik, J. (2026) · Systems · doi:10.3390/systems14040417 · Cited by 1

Building Intelligence Unveiled: IoT-Driven Predictive Modeling Powered by GAN-Generated Synthetic Data

Roy, R., Nugent, C., & Liaquat, M. (2026) · Lecture notes in networks and systems · doi:10.1007/978-3-032-16992-1_31 · Cited by 1

Digital twin for flatness control of cold-rolled copper strip and mechanistic model of work roll multi-zone cooling

Gao, X., Liu, H., 王东城, & Shi, L. (2026) · Journal of Intelligent Manufacturing · doi:10.1007/s10845-026-02823-5 · Cited by 1

Automation and Robotization for Enhancing Occupational Safety, Ergonomics, and Social Sustainability in Plastic Crate Production Processes

Pawełczyk, R., Kabiesz, P., Płaza, G. A., & Gheibi, M. (2026) · Sustainability · doi:10.3390/su18115470 · Cited by 1

Trade-offs in battery integration for transportation

Zhao, J., Che, Y., Li, Y., Jing, H., Ou, S. S., & Sperling, D. (2026) · Nature Reviews Clean Technology · doi:10.1038/s44359-026-00185-y · Cited by 2

Towards a Digital Twin for Critical Care Through Explainable Digital Human Modeling of ICU Patients

Ali, M. S., & Mahmud, M. (2026) · Lecture notes in computer science · doi:10.1007/978-3-032-29842-3_30 · Cited by 1

Digital twins for soft pneumatic actuators via reduced-order surrogate modeling

Pu, Y., Hu, X., Liu, X., Niu, S., & An, N. (2026) · International Journal of Solids and Structures · doi:10.1016/j.ijsolstr.2026.114190 · Cited by 1

Digital twin-driven predictive inference of airflow-gas-dust fields and intelligent decision-making control in fully mechanized excavation faces

Fu, H., Gong, X., Wang, X., Xue, Y., Chen, L., Wu, J., Yong, W., Zhang, S., & Gao, X. (2026) · Advanced Engineering Informatics · doi:10.1016/j.aei.2026.105102 · Cited by 1

Electronic Health Records: Toward Digital Twins in Healthcare

Alkan, M., Huijsdens, H., Jones, Y., & Deligianni, F. (2025) · Springer eBooks · doi:10.1007/978-3-032-09253-3_1 · Cited by 3

Cloud Battery Management System

Yang, S., Liu, X., Li, S., & Zhang, C. (2022) · Key Technologies on New Energy Vehicles · doi:10.1007/978-981-19-3490-2_16 · Cited by 1

Digital Twin: Is It Hype?

Göksoy, A., Yalırsu, H. Y., & Vayvay, Ö. (2023) · Contributions to management science · doi:10.1007/978-3-031-23432-3_7 · Cited by 2

Joint Modeling of Multi-domain Digital Twins for Lithium Battery Pack

Su, Y., Wu, J., Zhang, X., Lei, S., & Li, Z. (2023) · International Conference on Computer Network, Electronic and Automation (ICCNEA) · doi:10.1109/iccnea60107.2023.00077 · Cited by 1

A Review of Research of Digital Twin Technology for CNC Machine Tools

Ye, W., Geng, C., Zhang, H., Wang, J., & Meng, D. (2023) · International Conference on Industrial Artificial Intelligence (IAI) · doi:10.1109/iai59504.2023.10327582 · Cited by 1

Matching of an observed event and its virtual model in relation to smart theories, coupled models and supervision of complex procedures—A review

Razek, A. (2024) · Comptes Rendus Physique · doi:10.5802/crphys.184 · Cited by 1

Optimizing Topology in Satellite–UAV Collaborative IoT: A Graph Partitioning Simulated Annealing Approach

Zhuo, M., Feng, Y., Yang, P., Tian, Z., Liu, L., & Zhou, S. (2024) · Drones · doi:10.3390/drones8020044 · Cited by 1

Skilling for and Acculturation to Integrated Photonics Industry Using VR Simulations, Game-Based Learning, and Augmented Reality Games

Saini, S., Verlage, E., Agarwal, A., Weninger, D. M., Serna, S., Rayyan, S., Stump, G., Morrisey, T., Gabbianelli, C., Fay, I., et al. (2024) · ASEE Annual Conference & Exposition · doi:10.18260/1-2--44223 · Cited by 1

A Digital Twin Watershed Three-dimensional Solid Topography Data Backplane Creation Method

Wan, Q., Niu, L., Wang, Y., & Chen, H. (2023) · International Conference on Network and Information Systems for Computers (ICNISC) · doi:10.1109/icnisc60562.2023.00049 · Cited by 1

Digital Twin Use Case for Smart, Sustainable Cities

Cardoso, J. L. F. P., & Rhodes, D. H. (2024) · Conference on systems engineering research series · doi:10.1007/978-3-031-49179-5_7 · Cited by 1

In-Orbit Management System for Satellites Based on Digital Twin

Chen, B., Zhang, P., & Peng, Z. (2024) · Lecture notes in electrical engineering · doi:10.1007/978-981-97-2120-7_49 · Cited by 1

Enabling Technologies for Optimized Diagnosis, Therapy and Rehabilitation: Obtained Results and Future Works

Brunetti, A., Buongiorno, D., Altini, N., & Bevilacqua, V. (2024) · Lecture notes in bioengineering · doi:10.1007/978-3-031-63913-5_19 · Cited by 1

Systematic Review of Smart Robotic Manufacturing in the Context of Industry 4.0

Phan, L. A. D., & Ngo, H. Q. T. (2024) · Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering · doi:10.1007/978-3-031-58878-5_2 · Cited by 1

Bearing Fault Diagnosis Method Based on Mechanical-Data Fusion Drive

Zhang, P., Li, M., Xiao, Y., & Zhang, X. (2024) · International Conference on Computer Science and Blockchain (CCSB) · doi:10.1109/ccsb63463.2024.10735669 · Cited by 1

Regulatory and Legal Implications on Harnessing Blockchain-Digital Twin Fusion for Sustainable Investments

Ghosh, O., Kumar, B., Sharif, M., & Siwach, J. (2024) · Advances in finance, accounting, and economics book series · doi:10.4018/979-8-3693-7924-0.ch002 · Cited by 1

Build Digital Twins for Smart Upgrading of Thermal Power Plants: A Practical Framework

Zhang, W., Xie, Z., Zhang, T., Wu, S. H., Gao, P., Tian, C., Yu, J., & Yin, F. (2024) · IEEE International Conference on Digital Twins and Parallel Intelligence (DTPI) · doi:10.1109/dtpi61353.2024.10778884 · Cited by 1

Development and Validation of a Digital Twin for a Commercial Mobile Robot

Barioni, W. E., Latini, I. P., Barioni, C. T. S., Neves, F., de Arruda, L. V. R., & Teixeira, M. (2024) · IEEE International Conference on Robotic Computing (IRC) · doi:10.1109/irc63610.2024.00042 · Cited by 1

Adaptive surrogate-assisted sampling pool reduction strategy for low failure probability estimation

Zhang, H., Song, L.-K., Li, X., Choy, Y. S., Liu, H., & Tao, F. (2025) · Proceedings of the Institution of Civil Engineers - Transport · doi:10.1680/jtran.24.00124 · Cited by 1

Digital twins and brain surgery: revolutionizing neurosurgical procedures through advanced simulation

Hassani, H., Irani, B., & Reihaninia, S. (2025) · Elsevier eBooks · doi:10.1016/b978-0-443-34226-4.00021-6 · Cited by 1

Enhancing hospital operations efficiency through digital twin technology

Koul, S., Mishra, V., & Taylor, I. W. (2025) · Elsevier eBooks · doi:10.1016/b978-0-443-34226-4.00026-5 · Cited by 2

Advancing Aircraft Manufacturing Technology through Computer Innovations

Pi, Z. (2024) · International Conference on Electrical, Mechanical and Computer Engineering (ICEMCE) · doi:10.1109/icemce64157.2024.10862734 · Cited by 1

Visual Design and Implementation of Magnetic Levitation Sorting Station for Intelligent Logistics System Driven by Digital Twin

Ma, W., Liu, S., Dai, Y., Lu, C., & Wang, H. (2025) · Lecture notes in electrical engineering · doi:10.1007/978-981-96-2625-0_74 · Cited by 1

Assembly performance analysis of reflective optical systems based on digital twin

Wu, W., Deng, Z., Luo, Z., Xu, Y., & Shang, J. (2021) · International Symposium on Advanced Optical Manufacturing and Testing Technologies (AOMATT) · doi:10.1117/12.2604104 · Cited by 1

Review of Digital Twin Technology Development and Application Prospect in Inertial Technology

Liang, A., Wang, T., Wang, L., Zhang, W., & Ren, Y. (2023) · IEEE International Conference on Mechatronics and Automation (ICMA) · doi:10.1109/icma57826.2023.10215835 · Cited by 1

The Next Big Developments – The Lab of the Future

Shute, R. E., & Lynch, N. (2021) · Wiley eBooks · doi:10.1002/9783527825042.ch1 · Cited by 1

Digital-twin Healthcare: A Gateway to Future Medicine (Preprint)Preprint

Li, Z. (2022) · doi:10.2196/preprints.36867 · Cited by 1

Data-driven Digital Twin for Board-Level Packaging Interconnects under Multi-physics LoadingPreprint

Luo, J., Liu, Y., Li, K., Pan, Z., Ma, C., & Lu, J. (2023) · Research Square · doi:10.21203/rs.3.rs-2716859/v1 · Cited by 1

Digital Twins of the Earth

Nativi, S., & Craglia, M. (2023) · Encyclopedia of earth sciences series/Encyclopedia of earth sciences · doi:10.1007/978-3-030-85040-1_457 · Cited by 1

An Improved Algorithm of Module Data Reconciliation for Nuclear Power Plant SystemPreprint

Xing, T., Jiang, M., Huang, J., Han, B., Liu, S., Xu, Y., Liang, T., Yan, S., Wang, C., Tian, P., et al. (2023) · SSRN Electronic Journal · doi:10.2139/ssrn.4564571 · Cited by 1

Digital Twin Energy Management System for Human-Centered Hvac and Mels Optimization in Commercial BuildingsPreprint

Rafsanjani, H. N., Nabizadeh, A. H., & Momeni, M. (2024) · SSRN Electronic Journal · doi:10.2139/ssrn.4837416 · Cited by 4

Turbocharged Engine In-Cylinder Pressure Modeling Based on Building Physical-Based and Data-Driven Fusion Digital TwinPreprint

Wang, Y., Xue, X. Y., Wang, Y., Zhang, R., Xie, W., & Deng, K. (2024) · SSRN Electronic Journal · doi:10.2139/ssrn.4902723 · Cited by 1

Developing the Innovative Digital Twin and Its Fundamental Technologies

NAKAMURA, R., & TAKEUCHI, Y. (2021) · JOURNAL OF THE JAPAN WELDING SOCIETY · doi:10.2207/jjws.90.5

Tecnologias digitais aplicadas na gestão do corte florestal com harvester

Silva, A. A. (2021) · doi:10.47328/ufvbbt.2021.188 · Cited by 1

Fuzzy Logic based Power-Split Hybrid Propulsion Control System using Digital Twin Assisted Parallel Learning

He, X., Xu, H., Williams, H., Zhou, Q., & Li, J. (2022) · International Journal of Powertrains · doi:10.1504/ijpt.2022.10048469

Design and Study of a Digital Energy Building: Case of Morocco

Agouzoul, A., Tabaa, M., Chegari, B., Mhenni, M., Simeu, E., Dandache, A., & Alami, K. (2022) · Journal of Ubiquitous Systems and Pervasive Networks · doi:10.5383/juspn.16.02.003

External Service Sensing in an Uncertain World

Liu, M., Wang, Z., Jiang, T., Xu, X., Sheng, Q. Z., & Reiff‐Marganiec, S. (2022) · IEEE Annual International Computer Software and Applications Conference (COMPSAC) · doi:10.1109/compsac54236.2022.00058

Research on multiple transient modeling scheme for full-cycle design of the 12-pulse PSR rectifier

Yuan, D., Yin, Z., Wang, S., Duan, N., & Zhang, Y. (2023) · COMPEL The International Journal for Computation and Mathematics in Electrical and Electronic Engineering · doi:10.1108/compel-01-2022-0061

Digital Twin Background

Viola, J., & Chen, Y. (2023) · Synthesis lectures on engineering, science, and technology · doi:10.1007/978-3-031-22140-8_1

Research and design of machine room management system based on digital twin

Su, Z. (2022) · International Conference on Electronic Information Technology and Computer Engineering (EITCE) · doi:10.1145/3573428.3573610

An Online Remaining Life Prediction Method Based on Nonlinear Degradation Model of Equipment Electronic System

Fan, X., Zhang, J., Jiang, C., Li, J., Gu, H., Jiang, M., Li, B., Hu, H., & Liu, C. (2022) · IEEE International Conference on Frontiers Technology of Information and Computer (ICFTIC) · doi:10.1109/icftic57696.2022.10075121

Practical challenges for city digital twin (CDT) development

(2023) · doi:10.1680/dtsc.66007.021

Digital Twin Ancient Architecture: The Exploration of the Digital Protection of Ancient Architecture

Li, S., & Lin, A. (2023) · Lecture notes on data engineering and communications technologies · doi:10.1007/978-981-19-9373-2_58

Integration of BIM, GIS and WEB environments for solving multifaceted construction project problems

Shkundalov, D. (2023) · doi:10.20334/2023-028-m

Der digitale Zwilling für die perioperative Medizin – ein spannender Blick in die Zukunft klinischer Forschung

Niklas, C., Hölle, T., Dugas, M., Weigand, M. A., & Larmann, J. (2023) · Wiener klinisches Magazin · doi:10.1007/s00740-023-00503-1

Digital Twins Prevalence in the Medical Fields: A Bibliomatrics Study and Visualization Analysis via CiteSpace (Preprint)Preprint

Zhou, T. T. (2023) · doi:10.2196/preprints.54522

Semantic Image Translation for Repairing the Texture Defects of Building Models

Shang, Q., Hu, H., Yu, H., Xu, B., Wang, L., & Zhu, Q. (2023) · IEEE Transactions on Geoscience and Remote Sensing · doi:10.1109/tgrs.2023.3338962

A Real-Time Digital Twin to Inform In-Process Decision Support in Additive ManufacturingPreprint

Hoare, C., Parnell, A. C., & Dowling, D. P. (2023) · SSRN Electronic Journal · doi:10.2139/ssrn.4680266

Digital Twin Modeling of Unmanned Aerial Vehicles

Lv, W., Zhang, Y., Tang, C., Hu, X., Zhang, L., & Liu, Z. (2023) · IEEE International Conference on Signal Processing, Communications and Computing (ICSPCC) · doi:10.1109/icspcc59353.2023.10400219

Reduced Order Electromagnetic Thermal Coupled Model of EV PMSM for Digital Twin Applications

Cheng, Y. Z., Huang, W., Du, B., Guan, Z., & Cui, S. (2023) · IEEE Vehicle Power and Propulsion Conference (VPPC) · doi:10.1109/vppc60535.2023.10403119

A Virtual-Physical Interaction Framework for Mobile Robotics Testbeds

Liao, C., Ding, X., Duan, X., & He, J. (2023) · China Automation Congress (CAC) · doi:10.1109/cac59555.2023.10451913

Graphics based business process harnessing tools, advancing digital maturity of business

Telukdarie, A., Tshukudu, C., & Sishi, M. (2024) · Business Process Management Journal · doi:10.1108/bpmj-07-2023-0529

03. The New Era of Metrology and Its Role in Information Technology: A Survey

Abouhogail, R. A. (2024) · Journal of Measurement Science and Applications (JMSA) · doi:10.21608/jmsa.2024.360347

Ground Mirror Simulation System Based on Digital Twins: Concept, Development and Prospects

Wu, Q., Dong, M., Wang, A., Zhang, F., Feng, M., & Xu, T. (2024) · Chinese Control and Decision Conference (CCDC) · doi:10.1109/ccdc62350.2024.10587917

Smart Management of Sand-Breaking Systems for Taklimakan SandSea Highway: A Parallel Intelligence and Fuzzy Control Approach

Chang, F., Wang, X., Kang, M., Tao, Y., Yang, J., Lei, J., & Wang, F. (2024) · IEEE Transactions on Computational Social Systems · doi:10.1109/tcss.2024.3413795

Digital twin for subcritical extraction driven by data-mechanism fusion

Yan, Y., Zhang, H., Pan, F., & Jai, F. (2024) · Journal of Physics Conference Series · doi:10.1088/1742-6596/2816/1/012023

Digital Twin System Based on NoSQL Database

Weng, F., Wang, H., Jiang, F., Fu, M., Cui, Y., & Ma, Z. (2024) · Mechanisms and machine science · doi:10.1007/978-3-031-69483-7_6

Design of Track Logistics Control System Based on Digital Twin

Chen, Y., Zhao, Z., & Yin, J. (2024) · International Conference on Machine Learning and Intelligent Systems Engineering (MLISE) · doi:10.1109/mlise62164.2024.10674060

Study on Evaluation and Validation Methods of Digital Model based on VV&A

Wang, Y., Jiahui, L., Haib, M., Huichao, H., Xue, Z., Zhaoxuan, W., & Tianjiao, Y. (2023) · International Conference on Reliability, Maintainability and Safety · doi:10.1109/icrms59672.2023.00153

Rise of blockchain based digital twin: A transformative tool for new research trends

Joshi, R., Kumari, S., & Pandey, K. (2024) · Elsevier eBooks · doi:10.1016/b978-0-443-28884-5.00026-9 · Cited by 1

E-Planning

Radtke, J., & Bösch, S. (2024) · Springer eBooks · doi:10.1007/978-3-658-31480-4_41-1

Assessment and prospect of digital twin deployment and application in advanced synchrotron radiation light sources

Xu, D., Ye, F., Zheng, L., Ma, C., Shen, Z., Chen, Z., & Zhao, L. (2024) · Chinese Science Bulletin (Chinese Version) · doi:10.1360/tb-2024-0955

A Signal Generation Fault Diagnosis Method for Planetary Reducer of High‐Pressure Grinding Roll

Chen, R., Gu, Y., Qiu, G., Wang, P., Huang, P., & Wang, Q. (2024) · Quality and Reliability Engineering International · doi:10.1002/qre.3698

Object-Oriented Digital Twin Workshop Modeling MechanismPreprint

Liu, X., Feng, F., Ye, D., Wang, C., Tao, F., & Hu, T. (2024) · SSRN Electronic Journal · doi:10.2139/ssrn.5078465

‘Human Digital Twins’ and Blockchain: Some Challenges and Solutions for Digital Identity and Privacy

Vera-Arenas, C. J. (2025) · Law, governance and technology series · doi:10.1007/978-3-031-74889-9_21

Model Updating Method for Digital Twin of Unmanned Aerial Vehicle Based on Bayesian Inference and Improved Pigeon-Inspired Algorithm

Zhang, Y., Chen, W., Duan, H., & Wu, H. (2025) · Lecture notes in electrical engineering · doi:10.1007/978-981-96-2240-5_14

Government-Business Interplay in Digitalization: Proposing Targeted Measures for Digital Twin or Holistic Approaches to Reverse OperationsPreprint

Wang, S. (2025) · SSRN Electronic Journal · doi:10.2139/ssrn.5162873

Real-time structural health monitoring based on measured and simulated data

Long, Y., Chu, S., Zhang, K., Zhou, P., Shi, H., & Hu, T. (2025) · Nondestructive Testing And Evaluation · doi:10.1080/10589759.2025.2487578

Digital Twins in the Metaverse and Their Application to Personalized Medicine

Malviya, R., & Rajput, S. (2025) · Wiley eBooks · doi:10.1002/9781394315680.ch5

A Cross-Chain-Based Framework to Enable Interoperability for Digital Twin Teams Developed on Heterogeneous Blockchains

Far, S. B., & Bamakan, S. M. H. (2025) · International Conference on Web Research (ICWR) · doi:10.1109/icwr65219.2025.11006182

Developing thermo-mechanical filters (TMFs) for recognising information absent hot stamping data

Liu, H., Liu, X., Politis, D. J., Yang, X. Z., Zheng, Y., & Wang, L. (2025) · The International Journal of Advanced Manufacturing Technology · doi:10.1007/s00170-025-15845-9

Big data and machine learning-based future chemical management strategy

Liu, W., Wang, H., He, J., Bai, X., Bi, G., & Chen, J. (2025) · Chinese Science Bulletin (Chinese Version) · doi:10.1360/tb-2025-0221

Application of spatial analysis using GIS and digital twins techniques in pavement management: a review

Al-Mistarehi, B. W., Shtayat, A., Moridpour, S., Maabreh, H., Mijwil, M. M., Imam, R., & Al-Omari, A. A. (2025) · Innovative Infrastructure Solutions · doi:10.1007/s41062-025-02108-5 · Cited by 1

Design and Optimization of SMT Reflow Soldering Curves Driven by Digital Twins

Yu, E., Yu, Z., Hu, L., Hu, M., Lu, Y., Gao, W., Li, J., & Liu, J. (2024) · International Conference on Mobility, Sensing and Networking (MSN) · doi:10.1109/msn63567.2024.00058

A Knowledge-Driven Reconfigurable Modeling Method for Digital Twin Flexible Production Lines

Yong, M., Liu, T., & Jiao, L. (2025) · International Conference on Mechatronics Technology and Intelligent Manufacturing (ICMTIM) · doi:10.1109/icmtim65484.2025.11041322

ESG Digital Twin

Sinthamrongruk, T., & Harnpornchai, N. (2025) · IFIP advances in information and communication technology · doi:10.1007/978-3-031-93319-6_34

Demonstration and evaluation of a digital twin-based virtual factory

Yildiz, E., Møller, C., & Bilberg, A. (2021) · The International Journal of Advanced Manufacturing Technology · doi:10.1007/s00170-021-06825-w · Cited by 78

From Static Models to Control-Oriented Digital Twins: Towards Virtual Learning Factories for Manufacturing Innovation

Nezzi, C., Colsman, C., Rammo, J.-P., Wergmann, M., Rauch, E., & Reuter, C. (2026) · International Conference on Control, Decision and Information Technologies (CoDIT) · doi:10.1109/codit70676.2026.11631145

Framework to model virtual factories: a digital twin viewPreprint

Malik, A. A. (2021) · arXiv (Cornell University) · doi:10.48550/arxiv.2104.03034 · Cited by 3

Digital twin modeling features for smart manufacturing

Nafikov, A. M., & Стучилин, В. В. (2026) · Automation Modern Techologies · doi:10.36652/0869-4931-2026-80-1-29-34

Special issue on digital twins and simulation in smart manufacturing

Fani, V., Bandinelli, R., van der Aalst, W. M. P., & Gaspar, H. M. (2026) · Journal of Simulation · doi:10.1080/17477778.2026.2656474 · Cited by 1