Causal‐Guided Ultra‐Long‐Term Time Series Forecasting Via Anticipated Covariates
Often treated as unknown, information from the future remains underutilized.We demonstrate that in a coupled dynamical system, providing the future state of the effect enables accurate forecasting of the cause for a long timesteps. A time series forecasting paradigm that introduces anticipated covariates to represent such known future states is ...
Jintong Zhao +4 more
wiley +1 more source
Integrated Trajectory Planning, MEC Offloading, and Safety Coordination for Multi-UAV Disaster Response. [PDF]
Armoush R +3 more
europepmc +1 more source
Quantum‐Like Dynamics in Whole‐Brain Models of the Human Connectome
Quantum‐like dynamics in the human brain. The level of quantum‐like behavior in a non‐quantum system of coupled oscillators is regulated by the spectral gap of the coupling graph. Whole‐brain modelling using QL fits the empirical data significantly better and has a lower model‐derived energy cost than the non‐QL model.
Gustavo Deco +5 more
wiley +1 more source
Maximizing mobility: Distributed controllers of a Segway swarm for autonomous navigation in smart city environments. [PDF]
Chand RP +4 more
europepmc +1 more source
ABSTRACT The rapid evolution of the Internet of Things (IoT) has significantly advanced the field of electrocardiogram (ECG) monitoring, enabling real‐time, remote, and patient‐centric cardiac care. This paper presents a comprehensive survey of AI assisted IoT‐based ECG monitoring systems, focusing on the integration of emerging technologies such as ...
Amrita Choudhury +2 more
wiley +1 more source
HRL-Det: Hierarchical Reinforcement Learning for Sequential Object Detection in Aerial Imagery. [PDF]
Li M, Hu Y.
europepmc +1 more source
ABSTRACT This study presents a mathematical framework to analyze the transmission dynamics of an amoeba‐induced central nervous system infection. The population is divided into compartments including susceptible, exposed, infected, quarantined, hospitalized, recovered, protected, and deceased.
Wakeel Ahmed +3 more
wiley +1 more source
A multifaceted approach for obstructive sleep apnea classification from ECG signal using deep learning. [PDF]
Varghese AJ +6 more
europepmc +1 more source
A Real‐Time Digital Twin for Human Cardiovascular Applications
A real‐time digital twin was developed using the reduced‐order unscented Kalman filter (ROUKF) to estimate left ventricular contractility from synthetic and in vivo left ventricular pressure measurement data. The results were promising, with identifiable parameter estimates and a stable mathematical model, highlighting the potential for real‐time ...
S. C. Snijders +4 more
wiley +1 more source
Adaptive Neural Network-Based Tracking Control for a Single-Link Flexible Manipulator Under State Constraints. [PDF]
Liu E, Lai W, Dian S.
europepmc +1 more source

