activity
20242026
most citedSurface Flux Transport Modeling using Physics Informed Neural Networks

7 citations · 8 across the 7 of their papers we have counts for

collaborators

7 papers

astro-ph.HE2026

Rapid radio variability in the blazar VLASS J04100139: Indication of a hidden population of weak radio jets at Cosmic Dawn

Silvia Belladitta, Eduardo Bañados, Anniek J. Gloudemans +7

Doppler boosting allows blazars to be detected out to high-, making them promising probes of the intergalactic medium through the 21 cm forest. We report 0.14411 GHz observat…

astro-ph.SR2026★ 1 cited

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.GA2026

Fluctuation dynamos in supersonic turbulence at

Ameya Uday Nagdeo, Sharanya Sur, Bhargav Vaidya

Fluctuation dynamos provide a robust mechanism for amplifying weak seed magnetic fields in turbulent astrophysical plasmas. However, their behaviour in the highly compressible regi…

astro-ph.SR2025

Comparison of plasma dynamics in Coronal Holes and Quiet Sun using flux emergence simulations

Vishal Upendran, Durgesh Tripathi, Bhargav Vaidya +2

This paper presents a comparison of plasma dynamics in Coronal Holes (CHs) and Quiet Sun (QS) through 2.5D MHD flux emergence simulations. The magnetic reconnection between the eme…

astro-ph.GA2025

First Measurements of Black Hole Accretion and Radio-jet Timescales in a Young Quasar at the Edge of Reionization

Sofía Rojas-Ruiz, Emmanuel Momjian, Frederick B. Davies +8

We present the first study dedicated to measuring the timescales for black hole accretion and jet launch in a quasar at the edge of Reionization, PSO J352.4034-15.3373 at z = 5.832…

astro-ph.IM2025

Computational Astrophysics, Data Science & AI/ML in Astronomy: A Perspective from Indian Community

Prateek Sharma, Bhargav Vaidya, Yogesh Wadadekar +7

In contemporary astronomy and astrophysics (A&A), the integration of high-performance computing (HPC), big data analytics, and artificial intelligence/machine learning (AI/ML) has…

astro-ph.SR2024★ 7 cited

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…