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astro-ph.SR2025
Estimation of gravitational wave from solar emerging magnetic flux tube
Siqi Guan, Shangbin Yang, Xiao Guo
This study investigates the gravitational waves (GWs) generated by the emergence of magnetic flux tubes in the solar convection zone. We focus on the upward buoyancy of magnetic fl…
astro-ph.SR2025
Helicity Fluxes and Hemispheric Helicity Rule of Active Regions Emerging from the Convection Zone Dynamo
V. V. Pipin, Shangbin Yang, A. G. Kosovichev
Using a 3D non-linear mean-field solar dynamo model, we investigate the magnetic helicity flux and magnetic twist, and tilt parameters of bipolar magnetic regions (BMRs) emerging f…
astro-ph.SR2025
Solar Cycle Prediction Using TCN Deep Learning Model with One-Step Pattern
Cui Zhao, Kun Liu, Shangbin Yang +5
Human living environment is influenced by intense solar activity. The solar activity exhibits periodicity and regularity. Although many deep-learning models are currently used for…