Cover Image

Enhancing Image Resolution of Solar Magnetograms: A Latent Diffusion Model Approach

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Ramunno, Francesco Pio, Massa, Paolo, Kinakh, Vitaliy, Panos, Brandon, Csillaghy, André, Voloshynovskiy, Slava
Format:	Preprint
Published:	2025
Subjects:	Solar and Stellar Astrophysics Instrumentation and Methods for Astrophysics Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Magnetogram-to-Magnetogram: Generative Forecasting of Solar Evolution
by: Ramunno, Francesco Pio, et al.
Published: (2024)

Solar synthetic imaging: Introducing denoising diffusion probabilistic models on SDO/AIA data
by: Ramunno, Francesco P., et al.
Published: (2024)

A machine learning approach for computing solar flare locations in X-rays on-board Solar Orbiter/STIX
by: Massa, Paolo, et al.
Published: (2024)

Generative Simulations of The Solar Corona Evolution With Denoising Diffusion : Proof of Concept
by: Francisco, Grégoire, et al.
Published: (2024)

An Improved HDBSCAN-based Detection and Tracking Method for Solar Active Regions in Magnetograms
by: Shi, C. X., et al.
Published: (2026)

Solar Active Region Magnetogram Image Dataset for Studies of Space Weather
by: Boucheron, Laura E., et al.
Published: (2023)

Improving the Temporal Resolution of SOHO/MDI Magnetograms of Solar Active Regions Using a Deep Generative Model
by: Li, Jialiang, et al.
Published: (2025)

Resolution enhancement of SOHO/MDI Magnetograms
by: Qin, Ying, et al.
Published: (2024)

Learning to Estimate Photospheric Vector Fields from Line-of-Sight Magnetograms
by: Fouhey, David, et al.
Published: (2025)

Statistical Analyses of Solar Active Region in SDO/HMI Magnetograms detected by Unsupervised Machine Learning Method DSARD
by: Chen, Ruishuo, et al.
Published: (2025)

A High-Accuracy Alignment Approach for Solar Images of Different Wavelengths
by: Wang, Yun, et al.
Published: (2025)

SolarZip: An Efficient and Adaptive Compression Framework for Solar EUV Imaging Data
by: Liu, Zedong, et al.
Published: (2025)

A Point-Spread Function for the Extreme Ultraviolet High-Resolution Imager on board Solar Orbiter
by: Hofmeister, Stefan J., et al.
Published: (2026)

The Alignment of High-resolution Solar Prominence Images Observed by the New Vacuum Solar Telescope
by: Cai, Yunfang, et al.
Published: (2025)

CLEAN and multi-scale CLEAN for STIX in Solar Orbiter
by: Catalano, Miriana, et al.
Published: (2025)

The Solar Ultraviolet Imaging Telescope on board Aditya-L1
by: Tripathi, Durgesh, et al.
Published: (2025)

Unraveling the Secrets of the lower Solar Atmosphere: One year of Operation of the Solar Ultraviolet Imaging Telescope (SUIT) on board Aditya-L1
by: Gopalakrishnan, Rahul, et al.
Published: (2025)

The CUbesat Solar Polarimeter (CUSP): mission overview II
by: Fabiani, Sergio, et al.
Published: (2025)

High Contrast, High Angular Resolution Optical Speckle Imaging: Uncovering Hidden Stellar Companions
by: Howell, Steve B., et al.
Published: (2024)

Initial radiometric calibration of the High-Resolution EUV Imager ($\textrm{HRI}_\textrm{EUV}$) of the Extreme Ultraviolet Imager (EUI) instrument onboard Solar Orbiter
by: Gissot, S., et al.
Published: (2023)

Revised Point-Spread Functions for the Atmospheric Imaging Assembly onboard the Solar Dynamics Observatory
by: Hofmeister, Stefan, et al.
Published: (2024)

Test and Calibration of the Solar Ultraviolet Imaging Telescope (SUIT) on board Aditya-L1
by: Sarkar, Janmejoy, et al.
Published: (2025)

Spectroscopic Imaging of the Sun with MeerKAT: Opening a New Frontier in Solar Physics
by: Kansabanik, Devojyoti, et al.
Published: (2023)

Challan: Solar Full-disk Imaging-Spectroscopic Telescope using the Drift-Scanning Technique
by: Yang, Heesu, et al.
Published: (2025)

The Impacts of Magnetogram Projection Effects on Solar Flare Forecasting
by: Goodwin, Griffin T., et al.
Published: (2025)

Spectral component imaging of solar X-ray flares
by: Stiefel, Muriel Zoë, et al.
Published: (2025)

Science Filter Characterization of the Solar Ultraviolet Imaging Telescope (SUIT) on board Aditya-L1
by: Sarkar, Janmejoy, et al.
Published: (2024)

Photometric Calibration & Spectral Validation of the Solar Ultraviolet Imaging Telescope onboard Aditya-L1
by: Sarkar, Janmejoy, et al.
Published: (2025)

First Resolution of Microlensed Images of a Binary-Lens Event
by: Wu, Zexuan, et al.
Published: (2024)

Magnetogram-matching Biot-Savart Law and Decomposition of Vector Magnetograms
by: Titov, V. S., et al.
Published: (2024)

Design, Fabrication and Characterization of the Thermal Filter Assembly on the Solar Ultraviolet Imaging Telescope (SUIT) on-board Aditya- L1
by: Sarkar, Janmejoy, et al.
Published: (2025)

Probing the Solar Corona and the Solar Wind Using Angular Broadening Observations with the SKA
by: Zhang, Peijin, et al.
Published: (2026)

Inflight Performance and Calibrations of the Lyman-alpha Solar Telescope on board the Advanced Space-based Solar Observatory
by: Chen, Bo, et al.
Published: (2024)

MELCHIORS: The Mercator Library of High Resolution Stellar Spectroscopy
by: Royer, P., et al.
Published: (2023)

Identifying synergies between VLBI and STIX imaging
by: Müller, Hendrik, et al.
Published: (2024)

SOLARNET Metadata Recommendations for Solar Observations
by: Haugan, Stein Vidar Hagfors, et al.
Published: (2020)

Recalibrating the Sensitivities of the STIS First-Order, Medium-Resolution Modes
by: Fullerton, Alex
Published: (2026)

Improving image quality of the Solar Disk Imager (SDI) of the Lyman-alpha Solar Telescope (LST) onboard the ASO-S mission
by: Liu, Hui, et al.
Published: (2024)

STORMY : A Real-time Triggering Framework using Yamagawa Solar Spectrograph for Active Solar Emission Observations with the MWA
by: Patra, Deepan, et al.
Published: (2025)

Forecasting the 8 April 2024 Total Solar Eclipse with Multiple Solar Photospheric Magnetograms
by: Liu, Xianyu, et al.
Published: (2025)