Solar Physics

Ask about this topic

Latest papers

CardsList

15 papers5 papers in the last four weeks, against 1 the four weeks before. 0.0% of all new papers.

  1. Cross-Modal Solar Image Synthesis: Adapting the Surya Foundation Model from He I 10830 Å to EUV Translation and Coronal Hole Segmentation

    Oct 3, 2026Marco Marena, Andrés Muñoz Jaramillo, Qin Li +8Solar PhysicsImage Generation

    New Jersey Institute of Technology, Newark, NJ · SouthWest Research Institute, Boulder, CO · Sam Houston State University, Huntsville, TX +1

  2. MAGiDiff: Sampling the Photospheric Vector Field from UV/EUV Filtergrams

    Sep 30, 2026Ruoyu Wang, David FouheySolar PhysicsImage Reconstruction

    NYU

  3. PISCES: Physics-Informed Solar-wind Convolutional autoEncoder for Space-weather Anomaly Detection and Early Warning

    Sep 23, 2026Kevin Lee, Alison J. MarchInterpretable Anomaly DetectionConvolutional Autoencoder

    NASA Jet Propulsion Laboratory, La Cañada Flintridge, CA, USA · Department of Mechanical and Aerospace Engineering, UCLA, Los Angeles, CA, USA · College of Engineering & Applied Science, University of Colorado, Boulder, CO, USA

  4. Super-Resolution of Solar Magnetograms via Adaptive Stratified Ensemble Learning with Uncertainty Estimation

    Sep 22, 2026Sina Norouzi Kandalan, Haodi Jiang, Jason T. L. Wang +1Solar PhysicsDeep Ensembles

    Department of Computer Science, Sam Houston State University, Huntsville, TX 77341, USA · Department of Computer Science, New Jersey Institute of Technology, Newark, NJ 07102, USA · Department of Physics, New Jersey Institute of Technology, Newark, NJ 07102, USA

  5. PROSWIN: Probabilistic Solar Wind Speed Forecasting Using Deep Distributional Regression From Solar Images

    Sep 22, 2026Daniel Collin, Yuri Shprits, Luca Chiarabini +3Time Series ForecastingDistributional Regression

    Space Physics and Space Weather, GFZ Helmholtz Centre for Geosciences, Potsdam, Germany · Department of Electrical Engineering and Computer Science, Technical University of Berlin, Berlin, Germany · Institute of Physics and Astronomy, University of Potsdam, Potsdam, Germany +5

  6. Physics-Informed Neural Networks for Fast Multilayer Spectral Inversion of Hα 6562.8 A and Ca II 8542.1 A Spectra

    Sep 16, 2026Ziyang Zhang, Qin Li, Vasyl B. Yurchyshyn +4Efficient Neural Network InferenceSolar Physics

    Department of Mechanical and Industrial Engineering, New Jersey Institute of Technology, Newark, NJ, USA · Department of Physics, New Jersey Institute of Technology, Newark, NJ, USA · Big Bear Solar Observatory, New Jersey Institute of Technology, Big Bear City, CA, USA +1

  7. Discovering Dual-Origin Slow Wind from Solar Orbiter with Self-Supervised Contrastive Learning

    Aug 22, 2026Henry Han, Jorge Yero SalazarSolar PhysicsDeep Clustering

    Department of Computer Science, Baylor University, One Bear Place, Waco, TX 76798, USA

  8. A Modern ConvNet for Solar Filament Detection

    Jul 27, 2026J. R. Hu, Q. Hao, Z. Zheng +3Solar PhysicsConvolutional Neural Networks

    School of Astronomy and Space Science, Nanjing University, Nanjing 210023, China · Key Laboratory of Modern Astronomy and Astrophysics, Ministry of Education, Nanjing 210023, China · Institute of Science and Technology for Deep Space Exploration, Suzhou Campus, Nanjing University, Suzhou 215163, China

  9. A Deep Learning Framework for Predicting Solar EUV Irradiance During Significant Flares

    Jul 21, 2026Sathvik Soman, Jason T. L. Wang, Haimin Wang +1Solar Irradiance ForecastingTime Series Forecasting

    New Jersey Institute of Technology, Newark, NJ, USA · Sam Houston State University, Huntsville, TX, USA

  10. Prediction of Solar Flares Using Photospheric Magnetic Field Parameters with Deep Learning

    Jun 20, 2026Yash Chaudhary, Jason T. L. Wang, Chunhui Xu +2Solar Physics

    New Jersey Institute of Technology Newark, NJ 07102, USA · State University of New York Oneonta, NY 13820, USA

  11. Reconstructing Synthetic SDO/AIA 193 A EUV Images from He I 10830 A Observations with Diffusion Model Translator

    Jun 7, 2026Marco Marena, Qin Li, Haimin Wang +3Image-to-Image TranslationSolar Physics

    Department of Mechanical and Industrial Engineering, New Jersey Institute of Technology · Department of Physics, New Jersey Institute of Technology · Department of Computer Science, Sam Houston State University +2

  12. Daily Predictions of F10.7 and F30 Solar Indices with Deep Learning

    Apr 11, 2026Zhenduo Wang, Yasser Abduallah, Jason T. L. Wang +6Time Series ForecastingSolar Physics

    Institute for Space Weather Sciences, New Jersey Institute of Technology, Newark, NJ 07102, USA · Department of Computer Science, New Jersey Institute of Technology, Newark, NJ 07102, USA · Center for Solar-Terrestrial Research, New Jersey Institute of Technology, Newark, NJ 07102, USA +3

  13. Predicting Associations between Solar Flares and Coronal Mass Ejections Using SDO/HMI Magnetograms and a Hybrid Neural Network

    Apr 11, 2026Jialiang Li, Vasyl Yurchyshyn, Jason T. L. Wang +6Solar Physics

    Institute for Space Weather Sciences, New Jersey Institute of Technology, University Heights, Newark, NJ 07102, USA · Department of Computer Science, New Jersey Institute of Technology, University Heights, Newark, NJ 07102, USA · Big Bear Solar Observatory, New Jersey Institute of Technology, 40386 North Shore Lane, Big Bear City, CA 92314, USA +4

  14. Inspectorch: Efficient rare event exploration in solar observations

    Feb 23, 2026C. J. Díaz Baso, I. J. Soler Poquet, C. Kuckein +2Solar PhysicsAnomaly Detection

    Institute of Theoretical Astrophysics, University of Oslo, P.O. Box 1029 Blindern, N-0315 Oslo, Norway · Rosseland Centre for Solar Physics, University of Oslo, P.O. Box 1029 Blindern, N-0315 Oslo, Norway · Instituto de Astrofísica de Canarias, C/Vía Láctea s/n, E-38205 La Laguna, Tenerife, Spain +3

  15. Prediction of Major Solar Flares Using Interpretable Class-dependent Reward Framework with Active Region Magnetograms and Domain Knowledge

    Feb 18, 2026Zixian Wu, Xuebao Li, Yanfang Zheng +14Solar PhysicsCost-Sensitive Learning

    School of Computer Science, Jiangsu University of Science and Technology, Zhenjiang 212100, People′s Republic of China · State Key Laboratory of Space Weather, Chinese Academy of Sciences, Beijing 100190, People′s Republic of China · School of software, Southeast University, Nanjing, People′s Republic of China +4