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• Say Good Bye to Physical Cash and Welcome to Central Bank Digital Currency
  Over a decade has passed since a mysterious creator under the alias Satoshi Nakamoto (a pseudonym) launched Bitcoin in January 2009, who designed it as a decentralized (permissionless) purely peer-to-peer network of electronic cash that runs on blockchain usin…
  preprints 2021 置信度 0.74
• Digital twins: past, present and future.
  europepmc 2026 置信度 0.80
• Synergistic Coupling of Iron Single Atoms and Nanoscale Clusters for Enhanced Nitrate Electroreduction to Ammonia.
  europepmc 2026 置信度 0.80
• Adaptive multi-sensor point cloud fusion for geometric reconstruction toward digital twin construction based on quality-driven weight optimization.
  europepmc 2026 置信度 0.80
• Human-Centric Smart Manufacturing for Sustainable Leather Production: An Industry 5.0 Framework
  europepmc 2026 置信度 0.80
• Leveraging Industry 4.0 technologies for organizational sustainability performance in Chinese firms: an NRBV-mediated model advancing UN SDGs 9 and 12.
  europepmc 2026 置信度 0.80
• Interfacial Electronic Engineering in NiCo<sub>2</sub>S<sub>4</sub>@NiAl‑LDH Core-Shell Nanoarrays for Advanced Supercapacitor Electrodes.
  europepmc 2026 置信度 0.80
• Artificial Intelligence in Metal Additive Manufacturing: Applications in Design, Process Modeling, Monitoring, and Quality Optimization.
  europepmc 2026 置信度 0.80
• Artificial Intelligence in Materials Science and Engineering.
  europepmc 2026 置信度 0.80
• Autonomous Quality Intelligence (AQI)
  Abstract Quality management systems in modern manufacturing are at a critical inflection point. Traditional Design Control frameworks including Design Development Plans (DDP), Design History Files (DHF), Verification and Validation (V&V), Design Inputs and Out…
  europepmc 2026 置信度 0.80
• PHM Services Based on Cyber-Physical Machine Tool System.
  europepmc 2026 置信度 0.80
• Unveiling Data Science in Manufacturing Processes: Current Practices, Misconceptions, and Future Directions
  europepmc 2026 置信度 0.80
• Research Progress Regarding Heat and Mass Transfer Characteristics of Agricultural Products Under Different Drying Methods, and Associated Applications: A Review.
  europepmc 2026 置信度 0.80
• A Proposed IoT Enabled Vibration Monitoring Framework for Predictive Maintenance of Critical Cement Plant Equipment
  europepmc 2026 置信度 0.80
• Digital Twin Framework for Robot Path Planning and Real-Time Execution Using Unity-ROS Integration: Systems Architecture and Experimental Validation
  europepmc 2026 置信度 0.80
• Adaptive human-robot collaboration in wind turbine manufacturing using digital twins.
  europepmc 2026 置信度 0.80
• AI-Enabled Quality Control Adoption in Manufacturing SMEs: A TOE-Framework Analysis Using PLS-SEM, IPMA, and fsQCA
  europepmc 2026 置信度 0.80
• Compression equations in pharmaceutical tableting: from classical compaction models to data-driven and mechanistic approaches.
  europepmc 2026 置信度 0.80
• IoT-Cloud-Based Control of a Mechatronic Production Line Assisted by a Dual Cyber-Physical Robotic System Within Digital Twin, AI and Industry/Education 4.0/5.0 Frameworks.
  europepmc 2026 置信度 0.80
• Generalized graph foundation models as versatile data-driven digital twins for complex technological systems.
  Digital twins are comprised of computational models that mimic the 'as built' characteristics of devices, systems, and networks of systems whose performance in the real world warrants quantitative and critical assessment.The literature on constructing digital …
  europepmc 2026 置信度 0.80
• A Transferable Digital Twin-Driven Process Design Framework for High-Performance Multi-Jet Polishing.
  europepmc 2026 置信度 0.80
• Reciprocating-Rotating mixer-based Powder Delivery System Giving Continuous Metal Particles Flow in Aqueous Media during Powder-based Electrochemical Metal Additive Manufacturing
  europepmc 2026 置信度 0.80
• Rapid Fabrication of Biomimetic Perfusable Structures via Lift-Up Viscous Fingering.
  europepmc 2026 置信度 0.80
• Mechanistic model for HEK293 viral vector processes and its application in a digital shadow framework.
  europepmc 2026 置信度 0.80
• Digital twin-driven, human-centric ergonomic risk forecasting in automotive and industrial assembly: a collective case study.
  europepmc 2026 置信度 0.80
• Explainable mechanism for production process anomalies based on digital twin.
  europepmc 2026 置信度 0.80
• Transitioning Amiodarone Tablet Manufacturing: A Comparative Study of Batch and Continuous Wet Granulation.
  europepmc 2026 置信度 0.80
• A Case Study on DNN-Based Surface Roughness QA Analysis of Hollow Metal AM Fabricated Parts in a DT-Enabled CW-GTAW Robotic Manufacturing Cell.
  europepmc 2025 置信度 0.80
• An Adaptive-Output Operational Amplifier for Electrostatic Closed-Loop MEMS Gyroscope Drive Circuits.
  europepmc 2026 置信度 0.80
• Bifurcations and Hyperchaos in Mathematical Models of Sleep.
  europepmc 2026 置信度 0.80
• A TPMS-integrated paediatric proximal femoral osteotomy implant demonstrates structural feasibility and improved load sharing: An in silico proof-of-concept study.
  europepmc 2026 置信度 0.80
• Interface access control graph neural network method for flexible automation production of mine ventilation duct.
  europepmc 2026 置信度 0.80
• Next-generation intelligent prepared aquatic dishes: research progress in digital heat control and quality evaluation empowered by industry 4.0.
  europepmc 2026 置信度 0.80
• Resolving the multiscale design trade-off in bone tissue engineering: from generative design to digital twins.
  europepmc 2026 置信度 0.80
• AI-Driven Digital Twins for Manufacturing: A Review Across Hierarchical Manufacturing System Levels.
  europepmc 2025 置信度 0.80
• Comparative Numerical Evaluation of Feed-Spacer Geometries in Reverse Osmosis Modules for Enhanced Water Treatment Sustainability.
  europepmc 2026 置信度 0.80
• Automated high-throughput fabrication of patient-specific vessel-on-chips enables a generative AI digital twin—Cascade Learner of Thrombosis (CLoT) for personalized thrombosis prediction
  europepmc 2026 置信度 0.80
• Process and purification synergies with data analytics driving clinical translation in nanomedicine.
  europepmc 2026 置信度 0.80
• MAT-DiSMech: A Discrete Differential Geometry-Based Computational Tool for Simulation of Rods, Shells, and Soft Robots.
  europepmc 2026 置信度 0.80
• Editorial for Future Trends in Ultra-Precision Machining.
  Ultra-precision machining (UPM) is an advanced manufacturing technology used to produce components with exceptionally high dimensional accuracy, surface integrity, and form precision [...].
  europepmc 2026 置信度 0.80
• Review of Optical Fiber and Integrated Photonic Sensors for Industry and Smart Manufacturing: Technologies, Applications, Structural Health Monitoring and AI-Enabled Sensing.
  europepmc 2026 置信度 0.80
• A digital twin-assisted fault diagnosis method for stage lifts based on lightweight multi-scale convolution and broadcast self-attention mechanisms.
  europepmc 2026 置信度 0.80
• Digital Twin-Based Improved YOLOv8 Algorithm for Micro-Defect Detection of Labyrinth Drip Emitters in High-Speed Agricultural Production Lines.
  europepmc 2026 置信度 0.80
• Automated Assembly of Large-Scale Aerospace Components: A Structured Narrative Survey of Emerging Technologies.
  europepmc 2026 置信度 0.80
• Advanced Numerical Modeling of Powder Bed Fusion: From Physics-Based Simulations to AI-Augmented Digital Twins.
  europepmc 2026 置信度 0.80
• Integrating Human Factors into Operations Management Education in the Industry 5.0 era.
  europepmc 2026 置信度 0.80
• Research Progress on Mechanical Properties and Fatigue Failure of Harmonic Drive Flexspline.
  europepmc 2026 置信度 0.80
• Automation and digitalization in drug product process development.
  europepmc 2026 置信度 0.80
• A Material-Process-Equipment Integrated Design Method for Accelerating the Process Development of Twin-Screw Wet Granulation.
  europepmc 2026 置信度 0.80
• Decoding Multidimensional Machining Loads: iKIT Wireless Extrasensory Toolholder and Parametric Analysis in Aluminum Cutting.
  europepmc 2026 置信度 0.80
• Dataset of pulse - echo ultrasonic a - scan signals for derived recovery features of NMC - 622 cathode slurries during post - mixing structural evolution.
  europepmc 2026 置信度 0.80
• Target Tissue Identification Based on Image Processing for Regulating Automatic Robotic Lung Biopsy Sampler: Onsite Phantom Validation.
  europepmc 2026 置信度 0.80
• Mechanisms of Film-Formation-Related Defects in EUV Photoresists for Sub-3 nm Nodes and Synergistic Materials-Process-Intelligence Co-Optimization.
  europepmc 2026 置信度 0.80
• Software-defined self-learning control system for industrial robots by using reinforcement learning.
  europepmc 2026 置信度 0.80
• Digital Twin-Based Intelligent Monitoring System for Robotic Wiring Process.
  europepmc 2025 置信度 0.80
• Toward Smart and Adaptive Endovascular Devices: The Role of Digital Twins in Precision Vascular Medicine.
  europepmc 2026 置信度 0.80
• Optimizing material and process parameters in laser engineered net shaping using liquid neural networks.
  europepmc 2026 置信度 0.80
• End-to-end digital twin software for continuous mRNA manufacturing.
  europepmc 2025 置信度 0.80
• Low-altitude economy: next frontier in spatial exploration and economic development.
  europepmc 2026 置信度 0.80
• Shear Stress Modeling and Machine Learning for Nanomedicine Development: A Mechanistic Pathway to Pharmacokinetic Prediction.
  europepmc 2026 置信度 0.80
• Next-generation super-drying technologies for aquatic foods in the context of industry 5.0: A review.
  europepmc 2026 置信度 0.80
• Unifying spectrum measurements for digital twin optical networks via high-dimensional feature calibration and meta-learning.
  europepmc 2026 置信度 0.80
• Towards Sustainable Personalized Assembly Through Human-Centric Digital Twins.
  europepmc 2025 置信度 0.80
• A review of the State-of-the-Art: progress in ultrasonic and acoustic techniques for quality assessment in the development and manufacturing of oral solid dosage forms - Part II: Applications and emerging directions.
  europepmc 2026 置信度 0.80
• Statistical average strain energy density fatigue estimation of strut-based metamaterials via synthetic as-built CAD digital twins.
  europepmc 2026 置信度 0.80
• Adaptive robotic arm control through digital twin integration and hybrid neural networks.
  europepmc 2026 置信度 0.80
• An Integrated Cyber-Physical Digital Twin Architecture with Quantitative Feedback Theory Robust Control for NIS2-Aligned Industrial Robotics.
  europepmc 2026 置信度 0.80
• AI-driven pilot platforms and computational pharmaceutics: accelerating innovation in small molecule drug development under industry 4.0 and 5.0 paradigms.
  europepmc 2026 置信度 0.80
• Deploying the common European manufacturing data space: The UNDERPIN and SM4RTENANCE frameworks' perspective.
  europepmc 2026 置信度 0.80
• Case study report on design, manufacturing and digital representation of a DED-Arc steel node for construction.
  europepmc 2026 置信度 0.80
• Comparison of Path Planning Algorithms for Manipulator Robots in Collaborative Manufacturing Environments: An Immersive Virtual Reality-Based Approach
  europepmc 2026 置信度 0.80
• A robot scheduling method based on rMAPPO for H-beam riveting and welding work cell.
  europepmc 2025 置信度 0.80
• Neurorobotics for automotive manufacturing industry in era of embodied intelligence: a mini review.
  europepmc 2026 置信度 0.80
• A Hybrid Modeling Framework for Predictive Digital Twins of CHO Cell Culture.
  europepmc 2026 置信度 0.80
• Construction and Validation of a Digital Twin-Driven Virtual-Reality Fusion Control Platform for Industrial Robots.
  europepmc 2025 置信度 0.80
• Application of virtual assembly for complex mechanical structures based on digital twin technology.
  europepmc 2025 置信度 0.80
• Modular Framework for Responsive and Explainable Robotic Assistance with Intention Prediction Using Human-Centric Digital Twins.
  europepmc 2026 置信度 0.80
• Blockchain and digital twin integration for predictive and secure pandemic alerting.
  europepmc 2025 置信度 0.80
• Digital twins for accelerating drug discovery and development: opportunities and challenges.
  Digital twins can revolutionize drug development and personalized care by accelerating timelines, reducing costs and failure rates, and potentially improving the safety and efficacy of new therapies. In this review, we explore different applications of digital…
  europepmc Sai Phanindra Venkatapurapu, Lindsay E. Clegg, Andrzej Nowojewski, Holly Kimko 等 2026 置信度 0.80 Drug discoveryTransparency (behavior)Health careKey (lock)Digital health
• Manufacturing data spaces applications in europe - A survey.
  europepmc 2025 置信度 0.80
• Methodology of Object Reconstruction by Photogrammetry and Structured-Light Scanning for Industrial 3D Visualisation.
  europepmc 2025 置信度 0.80
• CAR-T Cells: Current Status, Challenges, and Future Prospects.
  europepmc 2026 置信度 0.80
• Accurate EDM Calibration of a Digital Twin for a Seven-Axis Robotic EDM System and 3D Offline Cutting Path.
  europepmc 2025 置信度 0.80
• Modeling and implementation of a real-time digital twin for the Stewart platform with real-time trajectory computation.
  europepmc 2025 置信度 0.80
• AI-driven digital twin for autonomous web tension control in Roll-to-Roll manufacturing system.
  europepmc 2025 置信度 0.80
• Use of live digital twin (shadow) soft sensor to monitor membrane degradation in continuous manufacturing single pass tangential flow filtration.
  Digital twins (DT) are sophisticated mathematical models representing real-world physical processes, equipped with predictive capabilities that adapt alongside the physical system. The successful implementation of DT in bioprocessing offers numerous advantages…
  europepmc Robert Taylor, Jasdeep Mandur, Umme Amira, Natalie Al‐Inati 等 2025 置信度 0.80 BioprocessProcess analytical technologyProcess engineeringStreamlines, streaklines, and pathlinesProcess (computing)
• Novel Materials for Additive Manufacturing.
  europepmc 2026 置信度 0.80
• Advances in 3D Printing for Removable Prosthetics-Insights and Perspectives.
  europepmc 2026 置信度 0.80
• Designing a Digital Twin for the Management of Noncommunicable Diseases: Protocol for a Pilot Study and Methodology Validation.
  europepmc 2026 置信度 0.80
• Gas Turbine Blade Failures Repaired Using Laser Metal Additive Remanufacturing.
  europepmc 2025 置信度 0.80
• INSTAR workshop slides - Cross-Domain Standardisation and Architecture for IoT and Edge Computing.
  The Internet of Things (IoT) continues to evolve rapidly, driven by advances in edge computing and swarm intelligence which enables digital innovation across various sectors worldwide, including mobility, energy, agriculture, manufacturing and more. Over the p…
  datacite INSTAR, Suarez, Tanya, Lemke, Max, Mihaylov, Svetoslav 等 2024 置信度 0.66
• NavCoderr/GGNN-Optimization: GGNN-Based AGV Optimization System
  This release includes the implementation of a Gated Graph Neural Network (GGNN)-based optimization framework for Automated Guided Vehicles (AGVs) in dynamic industrial environments. Key Features: Real-time task allocation and routing using GGNN. Comparison wit…
  datacite Naveen Sharma 2025 置信度 0.66
• NavCoderr/GGNN-Optimization: GGNN-Based AGV Optimization System
  This release includes the implementation of a Gated Graph Neural Network (GGNN)-based optimization framework for Automated Guided Vehicles (AGVs) in dynamic industrial environments. Key Features: Real-time task allocation and routing using GGNN.Comparison with…
  datacite Naveen Sharma 2025 置信度 0.66
• NavCoderr/GGNN-Optimization: GGNN-Based AGV Optimization System
  This release includes the implementation of a Gated Graph Neural Network (GGNN)-based optimization framework for Automated Guided Vehicles (AGVs) in dynamic industrial environments. Key Features: Real-time task allocation and routing using GGNN.Comparison with…
  datacite Naveen Sharma 2025 置信度 0.66
• PerfCam: Digital Twinning for Production Lines Using 3D Gaussian Splatting and Vision Models
  We introduce PerfCam, an open source Proof-of-Concept (PoC) digital twinning framework that combines camera and sensory data with 3D Gaussian Splatting and computer vision models for digital twinning, object tracking, and Key Performance Indicators (KPIs) extr…
  datacite Khan, Michel Gokan, Guarese, Renan, Johnson, Fabian, Wang, Xi Vincent 等 2025 置信度 0.66 Computer Vision and Pattern Recognition (cs.CV)Artificial Intelligence (cs.AI)Machine Learning (cs.LG)FOS: Computer and information sciencesFOS: Computer and information sciences
• Smarter Semiconductors: How ML Neural Networks Optimize Plasma Etching in Real Time
  This document is a working paper published for early dissemination and public access via Zenodo. It has not undergone formal peer review. The content reflects the author's original technical work, insights, and applied use of machine learning in real-world dom…
  datacite Kota, Prakash 2025 置信度 0.66 Semiconductor ManufacturingPlasma EtchingNeural NetworksProcess OptimizationSurrogate Modeling
• Smarter Semiconductors: How ML Neural Networks Optimize Plasma Etching in Real Time
  This document is a working paper published for early dissemination and public access via Zenodo. It has not undergone formal peer review. The content reflects the author's original technical work, insights, and applied use of machine learning in real-world dom…
  datacite Kota, Prakash 2025 置信度 0.66 Semiconductor ManufacturingPlasma EtchingNeural NetworksProcess OptimizationSurrogate Modeling
• Bringing Historical Process Data to Life: Unlocking AI's Goldmine with Neural Networks for Smarter Manufacturing
  This document is a working paper published for early dissemination and public access via Zenodo. It has not undergone formal peer review. The content reflects the author's original technical work, insights, and applied use of machine learning in real-world dom…
  datacite Kota, Prakash 2025 置信度 0.66 Historical Process DataIndustrial Machine LearningPredictive AnalyticsProcess OptimizationNeural Networks
• Bringing Historical Process Data to Life: Unlocking AI's Goldmine with Neural Networks for Smarter Manufacturing
  This document is a working paper published for early dissemination and public access via Zenodo. It has not undergone formal peer review. The content reflects the author's original technical work, insights, and applied use of machine learning in real-world dom…
  datacite Kota, Prakash 2025 置信度 0.66 Historical Process DataIndustrial Machine LearningPredictive AnalyticsProcess OptimizationNeural Networks
• Patient-Specific Dynamic Digital-Physical Twin for Coronary Intervention Training: An Integrated Mixed Reality Approach
  Background and Objective: Precise preoperative planning and effective physician training for coronary interventions are increasingly important. Despite advances in medical imaging technologies, transforming static or limited dynamic imaging data into comprehen…
  datacite Wang, Shuo, Ren, Tong, Cheng, Nan, Wang, Rong 等 2025 置信度 0.66 Computer Vision and Pattern Recognition (cs.CV)Human-Computer Interaction (cs.HC)FOS: Computer and information sciencesFOS: Computer and information sciencesI.3.8; I.6.8