The SunPy project: Open source development and status of the version 1.0 core package

WT Barnes, MG Bobra, SD Christe, N Freij… - The Astrophysical …, 2020 - iopscience.iop.org
The goal of the SunPy project is to facilitate and promote the use and development of
community-led, free, and open source data analysis software for solar physics based on the …

Probing the solar coronal magnetic field with physics-informed neural networks

R Jarolim, JK Thalmann, AM Veronig… - Nature …, 2023 - nature.com
While the photospheric magnetic field of our Sun is routinely measured, its extent into the
upper atmosphere is typically not accessible by direct observations. Here we present an …

Advancing solar magnetic field extrapolations through multiheight magnetic field measurements

R Jarolim, B Tremblay, M Rempel… - The Astrophysical …, 2024 - iopscience.iop.org
Nonlinear force-free extrapolations are a common approach to estimate the 3D topology of
coronal magnetic fields based on photospheric vector magnetograms. The force-free …

SMARPs and SHARPs: Two solar cycles of active region data

MG Bobra, PJ Wright, X Sun… - The Astrophysical …, 2021 - iopscience.iop.org
We present a new data product, called Space-Weather MDI Active Region Patches
(SMARPs), derived from maps of the solar surface magnetic field taken by the Michelson …

Confrontation between modelled solar integrated observables and direct observations-I. Radial velocities and convective blueshift

N Meunier, AM Lagrange, X Dumusque… - Astronomy & …, 2024 - aanda.org
Context. Stellar variability strongly impacts the search for low-mass exoplanets with radial
velocity techniques. Two types of planet-free time series can be used to quantify this impact …

Yet Another Sunshine Mystery: Unexpected Asymmetry in GeV Emission from the Solar Disk

B Arsioli, E Orlando - The Astrophysical Journal, 2024 - iopscience.iop.org
The Sun is one of the most luminous γ-ray sources in the sky and continues to challenge our
understanding of its high-energy emission mechanisms. This study provides an in-depth …

Magnetic Field Evolution of the Solar Active Region 13664

R Jarolim, AM Veronig, S Purkhart… - The Astrophysical …, 2024 - iopscience.iop.org
Abstract On 2024 May 10–11, the strongest geomagnetic storm since 2003 November
occurred, with a peak Dst index of− 412 nT. The storm was caused by NOAA active region …

Physically Motivated Deep Learning to Superresolve and Cross Calibrate Solar Magnetograms

A Muñoz-Jaramillo, A Jungbluth, X Gitiaux… - The Astrophysical …, 2024 - iopscience.iop.org
Superresolution (SR) aims to increase the resolution of images by recovering detail.
Compared to standard interpolation, deep learning-based approaches learn features and …

[PDF][PDF] Sunpy: A python package for solar physics

S Mumford, N Freij, S Christe, J Ireland… - Journal of Open …, 2020 - discovery.ucl.ac.uk
The Sun, our nearest star, is a local laboratory for studying universal physical processes.
Solar physics as a discipline includes studying the Sun both as a star and as the primary …

Gaia view of a stellar sub-structure in front of the Small Magellanic Cloud

AO Omkumar, S Subramanian… - Monthly Notices of …, 2021 - academic.oup.com
Recent observational studies identified a foreground stellar sub-structure traced by red
clump (RC) stars (∼ 12 kpc in front of the main body) in the eastern regions of the Small …