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Junyan Liu, Chenglong Shen, Yuwen Pan, Yutian Chi, Yue Zhang, Jingyu Luo, Dongwei Mao, Mengjiao Xu, Zhiyong Zhang, Zhengyang Zhou, Zhihui Zhong, Can Wang, Yang Wang and Yuming Wang Solar Physics 301(1) (2026) https://doi.org/10.1007/s11207-026-02609-1
Solar Corona Structures Detection and Segmentation Using Deep Neural Networks: A Survey
Magnetic Field-Constrained Ensemble Image Segmentation of Coronal Holes in Chromospheric Observations
Jaime A. Landeros, Michael S. Kirk, C. Nick Arge, Laura E. Boucheron, Jie Zhang, Vadim M. Uritsky, Jeremy A. Grajeda and Matthew Dupertuis Solar Physics 300(1) (2025) https://doi.org/10.1007/s11207-024-02416-6
A deep learning framework for instrument-to-instrument translation of solar observation data
Incorporating Magnetic-Field Characteristics into EUV-Based Automated Segmentation of Coronal Holes
Jeremy A. Grajeda, Laura E. Boucheron, Michael S. Kirk, Andrew Leisner, Jaime A. Landeros and C. Nick Arge Solar Physics 300(9) (2025) https://doi.org/10.1007/s11207-025-02536-7
Validation of Long-term Solar Coronal Modeling Using FORWARD
Gergely Koban, Judit Szente, Bart van der Holst, Gabor Toth and Enrico Landi The Astrophysical Journal Supplement Series 280(2) 51 (2025) https://doi.org/10.3847/1538-4365/adf63f
Image calibration between the Extreme Ultraviolet Imagers on Solar Orbiter and the Solar Dynamics Observatory
A universal method for solar filament detection from Hα observations using semi-supervised deep learning
Andrea Diercke, Robert Jarolim, Christoph Kuckein, Sergio J. González Manrique, Marco Ziener, Astrid M. Veronig, Carsten Denker, Werner Pötzi, Tatiana Podladchikova and Alexei A. Pevtsov Astronomy & Astrophysics 686 A213 (2024) https://doi.org/10.1051/0004-6361/202348314
Effects of different coronal hole geometries on simulations of the interaction between coronal waves and coronal holes
I. Piantschitsch, J. Terradas, E. Soubrie, S. G. Heinemann, S. J. Hofmeister, R. Soler and M. Temmer Astronomy & Astrophysics 687 A200 (2024) https://doi.org/10.1051/0004-6361/202348003
A Community Data Set for Comparing Automated Coronal Hole Detection Schemes
Martin A. Reiss, Karin Muglach, Emily Mason, Emma E. Davies, Shibaji Chakraborty, Veronique Delouille, Cooper Downs, Tadhg M. Garton, Jeremy A. Grajeda, Amr Hamada, Stephan G. Heinemann, Stefan Hofmeister, Egor Illarionov, Robert Jarolim, Larisza Krista, Chris Lowder, Erwin Verwichte, Charles N. Arge, Laura E. Boucheron, Claire Foullon, Michael S. Kirk, Alexander Kosovichev, Andrew Leisner, Christian Möstl, James Turtle and Astrid Veronig The Astrophysical Journal Supplement Series 271(1) 6 (2024) https://doi.org/10.3847/1538-4365/ad1408
Heliophysics and space weather information architecture and innovative solutions: Current status and ways forward
Arnaud Masson, Shing F. Fung, Enrico Camporeale, Masha M. Kuznetsova, Stefaan Poedts, Julie Barnum, Rebecca Ringuette, D. De Zeeuw, Shawn Polson, Viacheslav M. Sadykov, Vicente Navarro, Brian Thomas, Ronald M. Caplan, Jon Linker, Lutz Rastaetter, Chiu Wiegand, Ryan M. McGranaghan, Maksym Petrenko, Chinwe Didigu, Jan Reerink, Jack Ireland and Baptiste Cecconi Advances in Space Research (2024) https://doi.org/10.1016/j.asr.2024.05.052
SuNeRF: 3D Reconstruction of the Solar EUV Corona Using Neural Radiance Fields
Robert Jarolim, Benoit Tremblay, Andrés Muñoz-Jaramillo, Kyriaki-Margarita Bintsi, Anna Jungbluth, Miraflor Santos, Angelos Vourlidas, James P. Mason, Sairam Sundaresan, Cooper Downs and Ronald M. Caplan The Astrophysical Journal Letters 961(2) L31 (2024) https://doi.org/10.3847/2041-8213/ad12d2
Progress and challenges in understanding the ambient solar magnetic field, heating, and spectral irradiance
Martin A. Reiss, Charles N. Arge, Carl J. Henney, James A. Klimchuk, Jon A. Linker, Karin Muglach, Alexei A. Pevtsov, Rui F. Pinto and Samuel J. Schonfeld Advances in Space Research (2023) https://doi.org/10.1016/j.asr.2023.08.039
CME propagation through the heliosphere: Status and future of observations and model development
Manuela Temmer, Camilla Scolini, Ian G. Richardson, Stephan G. Heinemann, Evangelos Paouris, Angelos Vourlidas, Mario M. Bisi, N. Al-Haddad, T. Amerstorfer, L. Barnard, D. Burešová, S.J. Hofmeister, K. Iwai, B.V. Jackson, R. Jarolim, L.K. Jian, J.A. Linker, N. Lugaz, P.K. Manoharan, M.L. Mays, W. Mishra, M.J. Owens, E. Palmerio, B. Perri, J. Pomoell, et al. Advances in Space Research (2023) https://doi.org/10.1016/j.asr.2023.07.003
Quantifying the Consistency and Characterizing the Confidence of Coronal Holes Detected by Active Contours Without Edges (ACWE)
Tracking Movement of Long-lived Equatorial Coronal Holes from Analysis of Long-term McIntosh Archive Data
Jacob Harris, Mausumi Dikpati, Ian M. Hewins, Sarah E. Gibson, Scott W. McIntosh, Subhamoy Chatterjee and Thomas A. Kuchar The Astrophysical Journal 931(1) 54 (2022) https://doi.org/10.3847/1538-4357/ac67f2
Identification of Coronal Holes on AIA/SDO Images Using Unsupervised Machine Learning
SCSS-Net: solar corona structures segmentation by deep learning
Šimon Mackovjak, Martin Harman, Viera Maslej-Krešňáková and Peter Butka Monthly Notices of the Royal Astronomical Society 508(3) 3111 (2021) https://doi.org/10.1093/mnras/stab2536