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Generative AI Empowered Network Digital Twins: Architecture, Technologies, and Applications
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YOLO-Based Semantic Communication With Generative AI-Aided Resource Allocation for Digital Twins Construction
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Generative AI-Driven Digital Twin for Mobile Networks
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Deep Reinforcement Learning: A Brief Survey
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Assembling multipath service function chains in substrate graphs using sharing instances and deep learning
inferred← citeshttps://doi.org/10.1016/j.engappai.2025.113111openalex-snapshot
Trustworthy requirements for foundation models—A comprehensive survey and roadmap
inferred← citeshttps://doi.org/10.1016/j.eswa.2025.127866openalex-snapshot
Research on visual operation and maintenance platform of accelerator neutron source driven by digital twins
inferred← citeshttps://doi.org/10.1016/j.future.2025.108146openalex-snapshot
Reservoir computing for enhanced fidelity in hierarchical digital twin ecosystems
inferred← citeshttps://doi.org/10.1016/j.inffus.2025.103102openalex-snapshot
A survey on data fusion approaches in IoT-based smart cities: Smart applications, taxonomies, challenges, and future research directions
inferred← citeshttps://doi.org/10.1016/j.inffus.2025.103627openalex-snapshot
DLBN: A deep logic belief network for fault diagnosis of dust removal fans
inferred← citeshttps://doi.org/10.1016/j.jmsy.2025.12.029openalex-snapshot
Hybrid digital twins for smart manufacturing: Architectures, fusion paradigm, and implementation challenges
inferred← citeshttps://doi.org/10.1016/j.neucom.2025.129687openalex-snapshot
SFIMCO: Scalable fair influence maximization based on overlapping communities and optimization algorithms
inferred← citeshttps://doi.org/10.1016/j.nxmate.2026.102623openalex-snapshot
Machine learning and AI-driven digital twins in manufacturing of advanced metal alloys and compounds: A review
inferred← citeshttps://doi.org/10.1038/s41598-025-15034-4openalex-snapshot
Applying the defense model to strengthen information security with artificial intelligence in computer networks of the financial services sector
inferred← citeshttps://doi.org/10.1038/s41598-025-90616-wopenalex-snapshot
Efficient CNN architecture with image sensing and algorithmic channeling for dataset harmonization
inferred← citeshttps://doi.org/10.1038/s41598-025-93871-zopenalex-snapshot
The role of generative AI tools in shaping mechanical engineering education from an undergraduate perspective
inferred← citeshttps://doi.org/10.1038/s41598-026-43984-wopenalex-snapshot
Next-generation digital twin model with unobtrusive RF multi-sensing for AI-based human monitoring
inferred← citeshttps://doi.org/10.1061/jcemd4.coeng-18621openalex-snapshot
Data-Driven Real-Time Digital Twin Framework for Tunnel Boring Machine Monitoring
inferred← citeshttps://doi.org/10.1080/20964471.2026.2678046openalex-snapshot
Digital twins as decision infrastructure: evolution, architecture, and research roadmap
inferred← citeshttps://doi.org/10.1109/access.2025.3584000openalex-snapshot
Deep Learning in Wireless Communication Receivers: A Survey
inferred← citeshttps://doi.org/10.1109/access.2025.3591589openalex-snapshot
From Age of Information to Age of Digital Twin: A Review on Synchronization Metrics for IoT Networks
inferred← citeshttps://doi.org/10.1109/acit69831.2026.11700057openalex-snapshot
Semantic-Driven Knowledge Assessment: Ontologies and Large Language Models for Automatic Test Generation
inferred← citeshttps://doi.org/10.1109/acit69831.2026.11700093openalex-snapshot
Architecture of a Corporate Network Management System Based on a Knowledge-Oriented Approach
inferred← citeshttps://doi.org/10.1109/aicsip65423.2025.11427222openalex-snapshot
Research on the Conceptual Model and Technical Reference Architecture of the Digital Twin Equipment System
inferred← citeshttps://doi.org/10.1109/eee64897.2025.11162870openalex-snapshot
Research on the Conceptual Components and Technical Architecture of Digital Twin Battlefield
inferred← citeshttps://doi.org/10.1109/gaiis69281.2026.11519245openalex-snapshot
Generative AI-Driven Adaptive Consistency Maintenance for Distributed Simulation Systems
inferred← citeshttps://doi.org/10.1109/gcwkshps68340.2025.11590992openalex-snapshot
Rail Twin: Scalable Estimation of Train Cabin RF Attenuation Using Crowdsourced Measurements
inferred← citeshttps://doi.org/10.1109/gcwkshps68340.2025.11591022openalex-snapshot
AI-Enabled Digital Twins for Next-Generation Networks: Forecasting Traffic and Resource Management in 5G/6G
inferred← citeshttps://doi.org/10.1109/iaeac65194.2025.11165801openalex-snapshot
Research on the Conceptual Architecture and Constituent Elements of Digital Twin System
inferred← citeshttps://doi.org/10.1109/icaiic68212.2026.11454357openalex-snapshot
AIDT-Chain: AI Enabled DT Framework with Blockchain-Based Security for Industrial IoT
inferred← citeshttps://doi.org/10.1109/ietacs68750.2025.11385330openalex-snapshot
Federated Paradigms and Generative Architectures for Scalable Real-Time Deep Learning
inferred← citeshttps://doi.org/10.1109/iraset68627.2026.11538811openalex-snapshot
Integration of Generative AI and Digital Twins In Disaster Mitigation and Planning: A Meta-Analysis
inferred← citeshttps://doi.org/10.1109/isie62713.2025.11124810openalex-snapshot
From Scratch to Twin: the Design of Your First Human-Centric Digital Twin
inferred← citeshttps://doi.org/10.1109/jiot.2025.3565574openalex-snapshot
Digital Twin-Enabled Real-Time Optimization System for Traffic and Power Grid Management in 6G-Driven Smart Cities
inferred← citeshttps://doi.org/10.1109/jiot.2026.3655343openalex-snapshot
Generative AI-Driven Digital Twin in the Manufacturing Internet of Things: A Comprehensive Survey
inferred← citeshttps://doi.org/10.1109/jiot.2026.3718931openalex-snapshot
Stackelberg Game-Based Computation Task Offloading for Generative Digital Twins System in IIoT Environment
inferred← citeshttps://doi.org/10.1109/lsp.2025.3636448openalex-snapshot
Geometry-Aware Cholesky Projection for Indoor Radio Map Sampling
inferred← citeshttps://doi.org/10.1109/mnet.2025.3620323openalex-snapshot
Digital Network Twins for Next-Generation Wireless: Creation, Optimization, and Challenges
inferred← citeshttps://doi.org/10.1109/mvt.2026.3697907openalex-snapshot
From Passive Mirrors to Active Agents: Holonic Digital Twins for Physical Artificial Intelligence Over Networks
inferred← citeshttps://doi.org/10.1109/ojcoms.2026.3734283openalex-snapshot
Recent Advances in Generative Artificial Intelligence for Communication Networks
inferred← citeshttps://doi.org/10.1109/rbme.2025.3646165openalex-snapshot
Assistive Trajectory Planning for Lower Limb Exoskeletons: Strategies From Laboratory-Optimized Gait to Environmentally-Adaptive Locomotion Through Multimodal Parameter Awareness
inferred← citeshttps://doi.org/10.1109/sr.2026.3728774openalex-snapshot
AI-Enabled Digital Twins for Underground UAV Communication: A Survey, Taxonomy, and Research Roadmap
inferred← citeshttps://doi.org/10.1109/summa68668.2025.11302216openalex-snapshot
Persistent Model for Predicting Instability of Time-Delay Systems
inferred← citeshttps://doi.org/10.1109/tccn.2026.3658781openalex-snapshot
AGI-Inspired Digital Twin Framework for UAV-BS Deployment in Disaster Communication Recovery
inferred← citeshttps://doi.org/10.1109/tce.2025.3572988openalex-snapshot
High-Performance Computing-Embedded CIoT Framework for Enhanced Credit Risk Assessment Using BC and Attention-CNN
inferred← citeshttps://doi.org/10.1109/ticps.2026.3665499openalex-snapshot
A Verifiable Digital Twin-Aided AI (DTAI) Agent-Based Production System Framework With Causally Consistent Symbiotic Simulation
inferred← citeshttps://doi.org/10.1109/tits.2026.3656165openalex-snapshot
AI-Powered CPS-Enabled Vulnerable-User-Aware Urban Transportation Digital Twin: Methods and Applications
inferred← citeshttps://doi.org/10.1109/tmc.2026.3667749openalex-snapshot
A Measurement Report Data-Driven Framework for Localized Statistical Channel Modeling
inferred← citeshttps://doi.org/10.1109/tmc.2026.3721697openalex-snapshot
Diffusion-Based Latency-Sensitive Task Scheduling for Generative Digital Twins in Industrial Internet of Things
inferred← citeshttps://doi.org/10.1109/tnse.2025.3627637openalex-snapshot
Generative Coflow Scheduling for Cross-Silo Federated Large Language Models Synchronization in Computing Power Networks
inferred← citeshttps://doi.org/10.1109/tnse.2026.3655123openalex-snapshot
Personalized Federated Learning for Generative AI Empowered Digital Twin Networks
inferred← citeshttps://doi.org/10.1109/wcnc65185.2026.11555434openalex-snapshot
Federated Learning-Based Network Traffic Prediction for Digital Twin in Next-Generation Networks
inferred← citeshttps://doi.org/10.1109/wf-iot64238.2025.11270610openalex-snapshot
Leveraging Social IoT to Improve Orchestration of Digital Twin Networks
inferred← citeshttps://doi.org/10.1142/s0218126625504833openalex-snapshot
Digital Twin-Based Manufacturing Equipment Abnormal Detection Framework for Industrial Control Systems Using Machine Learning Techniques
inferred← citeshttps://doi.org/10.1145/3745238.3745292openalex-snapshot
Bio-inspired Self-Healing Traffic Flow Simulation Based on Platelet Coagulation Mechanism for Accident Recovery
inferred← citeshttps://doi.org/10.1145/3760531openalex-snapshot
Progressive Generative Steganography via High-Resolution Image Generation for Covert Communication
inferred← citeshttps://doi.org/10.1186/s12982-026-01464-6openalex-snapshot
Scalable cloud–AI architecture for synthetic healthcare data generation and anomaly modeling: a simulation-based study
inferred← citeshttps://doi.org/10.12688/f1000research.169843.1openalex-snapshot
Next-Generation Interference Management: A Narrative Review of power Allocation and SIC Enhancement in 5G/6G NOMA
inferred← citeshttps://doi.org/10.17308/sait/1995-5499/2025/3/29-42openalex-snapshot
ПРЕДИКТИВНАЯ МОДЕЛЬ КРИТИЧЕСКИХ СОСТОЯНИЙ СТОХАСТИЧЕСКИХ СИСТЕМ С ПОСЛЕДЕЙСТВИЕМ
inferred← citeshttps://doi.org/10.21203/rs.3.rs-10578529/v1openalex-snapshot
Leakage-Resistant and Uncertainty-Aware Machine Learning for Carrier-Grade Router Power Prediction Using Real Traffic Telemetry
inferred← citeshttps://doi.org/10.2139/ssrn.5387356openalex-snapshot
From Expert Systems to Deep Learning: A Review of Ai Applications in Engine Diagnostics
inferred← citeshttps://doi.org/10.2139/ssrn.6963865openalex-snapshot
A Survey of Artificial Intelligence-Driven Dynamic Spectrum Allocation in 5G and 6G Networks: Architectures, Algorithms, Challenges, and Future Directions
inferred← citeshttps://doi.org/10.22399/ijcesen.3756openalex-snapshot
AI-Enhanced Digital Twin Workflows: Revolutionizing Cloud-Based eCAD Collaboration for Predictive Analytics and Real-Time Optimization
inferred← citeshttps://doi.org/10.23919/cnsm67658.2025.11297422openalex-snapshot
Bot ahead! - Proactive Botnet Defense in ISP Networks using Digital Twins
inferred← citeshttps://doi.org/10.3390/app15158525openalex-snapshot
Personalization of AI-Based Digital Twins to Optimize Adaptation in Industrial Design and Manufacturing—Review
inferred← citeshttps://doi.org/10.3390/buildings15040648openalex-snapshot
Machine Learning Applications in Building Energy Systems: Review and Prospects
inferred← citeshttps://doi.org/10.3390/machines13080691openalex-snapshot
Digital Twins, AI, and Cybersecurity in Additive Manufacturing: A Comprehensive Review of Current Trends and Challenges
inferred← citeshttps://doi.org/10.3390/s25041266openalex-snapshot
Federated Learning Framework for Real-Time Activity and Context Monitoring Using Edge Devices
inferred← citeshttps://doi.org/10.3390/s25196242openalex-snapshot
PINN-DT: Optimizing Energy Consumption in Smart Building Using Hybrid Physics-Informed Neural Networks and Digital Twin Framework with Blockchain Security
inferred← citeshttps://doi.org/10.3390/technologies14080493openalex-snapshot
Exploring Characteristics of High-Readiness AI–Digital Twin Studies in Mining: A Quantitative Analysis
inferred← citeshttps://doi.org/10.36948/ijfmr.2025.v07i02.40878openalex-snapshot
Genai-Powered Digital Twins For Chronic Disease Management
inferred← citeshttps://doi.org/10.38124/ijisrt/25apr1470openalex-snapshot
Advancing Healthcare Systems with Generative AI-Driven Digital Twins
inferred← citeshttps://doi.org/10.4018/979-8-2600-2238-2.ch002openalex-snapshot
The Benefits of Generative AI for Global Health Partnerships
inferred← citeshttps://doi.org/10.48175/ijarsct-29857openalex-snapshot
Generative AI-driven Cognitive Digital Health Expert Twin: A Survey and System Blueprint
inferred← citeshttps://doi.org/10.56294/dm2026811openalex-snapshot
Design and implementation of virtual scene dynamic generation system based on multi-modal AIGC
inferred← citeshttps://doi.org/10.59324/ejaset.2025.3(2).19openalex-snapshot
AI-Driven Generative Design for Next-Generation 3D Concrete Printing in Architecture: State of the Art
inferred← citeshttps://doi.org/10.66178/aie-0026-0021openalex-snapshot
AI-enabled environmental digital twins: a new paradigm for predictive environmental research
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