An AI‐enabled digital twin framework integrates wearable EMG sensing with hierarchical multi‐domain fusion to classify chronic ankle instability, distinguish clinically relevant subtypes, and generate continuous motor function scores. Clinically interpretable functional stratification and SHAP‐based biomarker analysis provide transparent decision ...
Tianle Jie +12 more
wiley +1 more source
A Resilient Cloud-Edge Digital Twin Framework for Urban UAV Logistics Under 3D Blockages and ADS-B Signal Anomalies. [PDF]
Tong H, Chen Y, Liu Y, Huang F, Sun J.
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A unified time‐series forecasting framework learns transferable battery capacity‐degradation patterns from 20 heterogeneous datasets spanning chemistries, formats, temperatures, and cycling conditions. A single model delivers competitive predictions on both known and previously unseen datasets, while physics‐guided representation learning improves ...
Joey Chan +8 more
wiley +1 more source
Joint optimization of smart inverters and EV charging coordination for enhanced DG-EV hosting capacity under uncertain conditions for resilient distribution systems. [PDF]
Aldawsari F +3 more
europepmc +1 more source
Convergence Analysis of Iterative Deep Learning Algorithms for Fully Nonlinear BSPDEs in Non-Markovian Utility Maximization. [PDF]
Ma J, Wu H, Zheng HH.
europepmc +1 more source
Curvature-guided anisotropic noise injection for robust multimodal data processing in neuroscience and perception science. [PDF]
Wu Y, Liu H.
europepmc +1 more source
Joint Optimization of Packet Survivability and Aerodynamic Energy for Dynamic UAV Activation in VANETs via Deep Q-Networks. [PDF]
Priyadarshini P, Kumar A.
europepmc +1 more source
Temporal speckle enables probabilistic weights for uncertainty-aware photonic AI
Pernice W +14 more
europepmc +1 more source
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The development of software for synthesizing and analyzing models of controlled systems taking into account their deterministic and stochastic description is an important direction of research. Results of the development of software for modeling dynamic systems the behavior of which can be described by onestep processes are presented.
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