Imagen de Portada

Constructing and Evaluating Digital Twins: An Intelligent Framework for DT Development

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Ma, Longfei, Cheng, Nan, Wang, Xiucheng, Chen, Jiong, Gao, Yinjun, Zhang, Dongxiao, Zhang, Jun-Jie
Formato:	Preprint
Publicado:	2024
Materias:	Systems and Control Machine Learning
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

RadioDiff-FS: Physics-Informed Manifold Alignment in Few-Shot Diffusion Models for High-Fidelity Radio Map Construction
por: Wang, Xiucheng, et al.
Publicado: (2026)

RadioDiff-Loc: Diffusion Model Enhanced Scattering Congnition for NLoS Localization with Sparse Radio Map Estimation
por: Wang, Xiucheng, et al.
Publicado: (2025)

DDD-GenDT: Dynamic Data-driven Generative Digital Twin Framework
por: Lin, Yu-Zheng, et al.
Publicado: (2024)

Learn for Variation: Variationally Guided AAV Trajectory Learning in Differentiable Environments
por: Wang, Xiucheng, et al.
Publicado: (2026)

Toward Enhanced Reinforcement Learning-Based Resource Management via Digital Twin: Opportunities, Applications, and Challenges
por: Cheng, Nan, et al.
Publicado: (2024)

Reliable Projection Based Unsupervised Learning for Semi-Definite QCQP with Application of Beamforming Optimization
por: Wang, Xiucheng, et al.
Publicado: (2024)

Differentiable Projection-based Learn to Optimize in Wireless Network-Part I: Convex Constrained (Non-)Convex Programming
por: Wang, Xiucheng, et al.
Publicado: (2025)

RadioDiff: An Effective Generative Diffusion Model for Sampling-Free Dynamic Radio Map Construction
por: Wang, Xiucheng, et al.
Publicado: (2024)

RadioDiff-$k^2$: Helmholtz Equation Informed Generative Diffusion Model for Multi-Path Aware Radio Map Construction
por: Wang, Xiucheng, et al.
Publicado: (2025)

iRadioDiff: Physics-Informed Diffusion Model for Indoor Radio Map Construction and Localization
por: Wang, Xiucheng, et al.
Publicado: (2025)

BeamAgent: LLM-Aided MIMO Beamforming with Decoupled Intent Parsing and Alternating Optimization for Joint Site Selection and Precoding
por: Wang, Xiucheng, et al.
Publicado: (2026)

Erasing Noise in Signal Detection with Diffusion Model: From Theory to Application
por: Wang, Xiucheng, et al.
Publicado: (2025)

Latent Diffusion Model Based Denoising Receiver for 6G Semantic Communication: From Stochastic Differential Theory to Application
por: Wang, Xiucheng, et al.
Publicado: (2025)

RadioDiff-3D: A 3D$\times$3D Radio Map Dataset and Generative Diffusion Based Benchmark for 6G Environment-Aware Communication
por: Wang, Xiucheng, et al.
Publicado: (2025)

GNN-Empowered Effective Partial Observation MARL Method for AoI Management in Multi-UAV Network
por: Pan, Yuhao, et al.
Publicado: (2024)

RMSup: Physics-Informed Radio Map Super-Resolution for Compute-Enhanced Integrated Sensing and Communications
por: Zhang, Qiming, et al.
Publicado: (2025)

Variational Digital Twins
por: Burnett, Logan A., et al.
Publicado: (2025)

Mathematical Opportunities in Digital Twins (MATH-DT)
por: Antil, Harbir
Publicado: (2024)

A Physics-Aware Attention LSTM Autoencoder for Early Fault Diagnosis of Battery Systems
por: Yang, Jiong
Publicado: (2025)

Generative Flow Networks for Model Adaptation in Digital Twins of Natural Systems
por: Archambault, Pascal, et al.
Publicado: (2026)

Physics-Embedded Neural ODEs for Sim2Real Edge Digital Twins of Hybrid Power Electronics Systems
por: Zheng, Jialin, et al.
Publicado: (2025)

Control of Medical Digital Twins with Artificial Neural Networks
por: Böttcher, Lucas, et al.
Publicado: (2024)

Sparse Attention-driven Quality Prediction for Production Process Optimization in Digital Twins
por: Yin, Yanlei, et al.
Publicado: (2024)

GNN-DT: Graph Neural Network Enhanced Decision Transformer for Efficient Optimization in Dynamic Environments
por: Orfanoudakis, Stavros, et al.
Publicado: (2025)

Real-Time AI-Driven Milling Digital Twin Towards Extreme Low-Latency
por: Liu, Wenyi, et al.
Publicado: (2025)

Physics-based Digital Twins for Integrated Thermal Energy Systems Using Active Learning
por: Nabila, Umme Mahbuba, et al.
Publicado: (2026)

Edge-based Parametric Digital Twins for Intelligent Building Indoor Climate Modeling
por: Ni, Zhongjun, et al.
Publicado: (2024)

VoI-Driven Joint Optimization of Control and Communication in Vehicular Digital Twin Network
por: Lei, Lei, et al.
Publicado: (2025)

Equation-Free Digital Twins for Nonlinear Structural Dynamics
por: Abaei, Mohammad Mahdi, et al.
Publicado: (2026)

Optimizing Wireless Resource Management and Synchronization in Digital Twin Networks
por: Yu, Hanzhi, et al.
Publicado: (2025)

Real-Time Decision-Making for Digital Twin in Additive Manufacturing with Model Predictive Control using Time-Series Deep Neural Networks
por: Chen, Yi-Ping, et al.
Publicado: (2025)

An LLM-Based Digital Twin for Optimizing Human-in-the Loop Systems
por: Yang, Hanqing, et al.
Publicado: (2024)

Simulation-Based Validation of an Integrated 4D/5D Digital-Twin Framework for Predictive Construction Control
por: Khoshkonesh, Atena, et al.
Publicado: (2025)

Large Vision Model-Enhanced Digital Twin with Deep Reinforcement Learning for User Association and Load Balancing in Dynamic Wireless Networks
por: Tao, Zhenyu, et al.
Publicado: (2024)

A Digital Twin for Diesel Engines: Operator-infused Physics-Informed Neural Networks with Transfer Learning for Engine Health Monitoring
por: Nath, Kamaljyoti, et al.
Publicado: (2024)

A SISA-based Machine Unlearning Framework for Power Transformer Inter-Turn Short-Circuit Fault Localization
por: Liu, Nanhong, et al.
Publicado: (2026)

Industrial Energy Disaggregation with Digital Twin-generated Dataset and Efficient Data Augmentation
por: Internò, Christian, et al.
Publicado: (2025)

Development of a Simple and Novel Digital Twin Framework for Industrial Robots in Intelligent robotics manufacturing
por: Xiang, Tianyi, et al.
Publicado: (2024)

Digital Twin-based Out-of-Distribution Detection in Autonomous Vessels
por: Isaku, Erblin, et al.
Publicado: (2025)

Automatic dimensionality reduction of Twin-in-the-Loop Observers
por: Delcaro, Giacomo, et al.
Publicado: (2024)