Article-Journal

An End-to-end Ensemble Machine Learning Approach for Predicting High-impact Solar Energetic Particle Events Using Multimodal Data

Predicting Solar Energetic Particle Events with Time Series Shapelets

Spatio-Temporal Graph Neural Networks for Streamflow Prediction in the Upper Colorado Basin

Solar Flare Prediction Using Multivariate Time Series of Photospheric Magnetic Field Parameters: A Comparative Analysis of Vector, Time Series, and Graph Data Representations

Info-CELS: Informative Saliency Map-Guided Counterfactual Explanation for Time Series Classification

Impacts of Data Preprocessing and Sampling Techniques on Solar Flare Prediction from Multivariate Time Series Data of Photospheric Magnetic Field Parameters

Identifying Flare-indicative Photospheric Magnetic Field Parameters from Multivariate Time-series Data of Solar Active Regions

Improving Solar Energetic Particle Event Prediction through Multivariate Time Series Data Augmentation

Toward Enhanced Prediction of High-Impact Solar Energetic Particle Events Using Multimodal Time Series Data Fusion Models

Time-Series Feature Selection for Solar Flare Forecasting