Clustering-based AI forecasts river water levels using just a few long records

Reliable and scalable water level prediction is crucial in hydrology for effective water resources management, especially ...
IEEE

Design and Experimental Validation of a Model-Free Controller for Beam Stabilization in Adaptive Optics Systems

Abstract: Stabilization of optical beams has always been a key factor affecting the performance of many optical systems. The Adaptive optics (AO) beam stabilization system requires further development ...
IEEE

Efficient Co-Clustering Via Bipartite Graph Factorization

Abstract: Sample-anchor co-clustering has demonstrated potential in improving clustering efficiency; however, existing methods face two major limitations. First, the intrinsic geometric relationships ...
GitHub

MODE: Mixture of Document Experts for RAG

MODE (Mixture of Document Experts) is an advanced framework that improves Retrieval-Augmented Generation (RAG) by integrating external knowledge retrieval with a mixture of specialized expert models.
GitHub

NodeSentry: Effective Node-Level Anomaly Detection in HPC Systems via Coarse-Grained Clustering and Fine-Grained Model Sharing

The framework encompasses two principal phases: the offline model training phase and the online anomaly detection phase. During the offline model training phase, we first preprocess the raw MTS. We ...