2 papers
astro-ph.SR2026
Investigating Nonlinear Quenching Effects on Polar Field Buildup in the Sun Using Physics-Informed Neural Networks
Jithu J. Athalathil, Mohammed H. Talafha, Bhargav Vaidya
The solar dynamo relies on the regeneration of the poloidal magnetic field through processes strongly modulated by nonlinear feedbacks such as tilt quenching (TQ) and latitude quen…
astro-ph.SR2024
Surface Flux Transport Modeling using Physics Informed Neural Networks
Jithu J Athalathil, Bhargav Vaidya, Sayan Kundu +2
Studying the magnetic field properties on the solar surface is crucial for understanding the solar and heliospheric activities, which in turn shape space weather in the solar syste…