Machine learning workflow enables faster, more reliable organic crystal structure prediction

Prediction of crystal structures of organic molecules is a critical task in many industries, especially in pharmaceuticals ...
IEEE

Prioritized Recovery Strategy for Robust UAV Swarm Communication via Graph Reinforcement Learning

Abstract: Network failures, whether due to random disruptions or malicious attacks, pose significant challenges for uncrewed aerial vehicle (UAV) swarm networks. One critical concern is determining ...
IEEE

Learning from Reconstruction: A Two-Stage Global-to-Local Framework for Temporal Knowledge Graph Completion

Abstract: In recent years, Temporal Knowledge Graphs (TKGs) have developed rapidly and Temporal Knowledge Graph Completion (TKGC) aims at completing the missing parts of incomplete TKGs. Many methods ...