65 citations · 168 across the 13 of their papers we have counts for
6 papers · 1 filter
JW-FD: A 15-Year Multimodal Dataset for Solar Flare Forecasting
Shao Mingfu, Lin Jiaben, Wang Hui +4
Solar flares drive severe space weather hazards, and forecasting their occurrence remains a central challenge for both heliophysics and operational space weather services. Data dri…
JW-SSD: A Multimodal Benchmark Dataset for Fine-Grained Sunspot Classification
Hui Wang, Mingfu Shao, Luyang Li +4
Accurate sunspot classification is essential for assessing the eruptive potential of solar active regions and forecasting space weather. We present JW-SSD, a high-quality multimoda…
Design and Implementation of a Microservice-Architecture Master Control System for AIMS
Li-Yue Tong, Jia-Ben Lin, Jun-Feng Hou +11
The mid-infrared solar magnetic field telescope AIMS (An Infrared System for the Accurate Measurement of Solar Magnetic Field) is the first ground-based telescope designed to direc…
JW-ASTClaw: A Generalizable Multi-Agent Framework for Autonomous Solar Telescope and Its Implementation within Chinese Meridian Project
Li-Yue Tong, Jia-Ben Lin, Yuan-Yong Deng +4
We present the first deployment of an end-to-end autonomous control system driven by a large language model (LLM) on an operational solar telescope-the Solar Full-disk Multi-layer…
Scientific-Intention Driven Embodied Intelligent Solar Telescope: Conceptual Design
Lin Jiaben, Tong Liyue, Wang Hui +2
Artificial Intelligence (AI) is profoundly transforming the paradigms of scientific research. Cutting-edge technologies such as Large Language Models (LLMs) and embodied intelligen…
Deep Learning with Magnetic Parameter Constraints for Short-Term Prediction of Solar Active Region Vector Magnetic Fields
Yuqing Zhou, Hui Liu, Zhenyu Jin +5
Forecasting the dynamic evolution of solar magnetic fields is a critical technique for enabling space weather warnings. Addressing the limitations of existing methods in predicting…