Magnetogram-to-Magnetogram: Generative Forecasting of Solar Evolution

16 July 2024

Papers citing "Magnetogram-to-Magnetogram: Generative Forecasting of Solar Evolution"

7 / 7 papers shown

Title
Solar synthetic imaging: Introducing denoising diffusion probabilistic models on SDO/AIA data Francesco P. Ramunno S. Hackstein V. Kinakh M. Drozdova Guillaume Quétant A. Csillaghy S. Voloshynovskiy AI4CE DiffM 46 3 0 03 Apr 2024
Radio-astronomical Image Reconstruction with Conditional Denoising Diffusion Model M. Drozdova Vitaliy Kinakh O. Bait O. Taran E. Lastufka M. Dessauges-Zavadsky T. Holotyak D. Schaerer S. Voloshynovskiy DiffM 30 7 0 15 Feb 2024
Predicting Solar Flares Using CNN and LSTM on Two Solar Cycles of Active Region Data Zeyu Sun M. Bobra Xiantong Wang Yu Wang Hu Sun T. Gombosi Yang Chen Alfred Hero 48 52 0 07 Apr 2022
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 235 30,089 0 01 Mar 2022
Solar Coronal Magnetic Field Extrapolation from Synchronic Data with AI-generated Farside Hyunjin Jeong Y. Moon E. Park Harim Lee MedIm 13 33 0 15 Oct 2020
PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models Sachit Menon Alexandru Damian Shijia Hu Nikhil Ravi Cynthia Rudin OOD DiffM 240 549 0 08 Mar 2020
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 327 11,734 0 11 Jan 2018