IEEE

Deep Reinforcement Learning Based Topology Independent Routing and Load-Balancing in QKD Networks using Graph Neural Networks

Abstract: Due to the unavailability of quantum repeaters, end-to-end secret keys need to be relayed in a hop-by-hop manner using so called trusted nodes in long-distance QKD networks. Therefore, a ...

The wetland puzzle that stumped hydrology for decades—how physics and AI joined forces to predict unmeasured regions

For years, the Prairie Pothole Region has bothered me in a very specific way. On a map, it looks like a normal landscape: ...
IEEE

Channel Prediction Using Deep Recurrent Neural Network With EVT-Based Adaptive Quantile Loss Function

Abstract: Ultra-reliable low latency communication (URLLC) systems are pivotal for applications demanding high reliability and low latency, such as autonomous vehicles. In such contexts, channel ...
Frontiers

Educational Psychology Perspectives on Cognitive Load and Written Corrective Feedback: Enhancing Past Tense Acquisition in L2 Learning

The final, formatted version of the article will be published soon. Written Corrective Feedback (WCF) serves as an essential pedagogical tool for improving learners' written accuracy and grammatical ...