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Magnetic structure and asymmetric eruption of a 500 Mm filament rooted in weak-field regions
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Spectropolarimetric Inversion in Four Dimensions with Deep Learning (SPIn4D). II. A Physics-informed Machine Learning Method for 3D Solar Photosphere Reconstruction
Kai E. 凯 Yang 杨, Xudong 旭东 Sun 孙, Lucas A. Tarr, Jiayi 嘉奕 Liu 刘, Peter Sadowski, S. Curt Dodds, Matthias Rempel, Sarah A. Jaeggli, Thomas A. Schad, Ian Cunnyngham, Yannik Glaser and Linnea Wolniewicz The Astrophysical Journal 995(2) 146 (2025) https://doi.org/10.3847/1538-4357/ae12ef
Data-driven Simulations of Magnetic Field Evolution in Active Region 11429: Magneto-frictional Method Using PENCIL CODE
Simulating the Photospheric to Coronal Plasma Using Magnetohydrodynamic Characteristics. I. Data-driven Boundary Conditions
Lucas A. Tarr, N. Dylan Kee, Mark G. Linton, Peter W. Schuck and James E. Leake The Astrophysical Journal Supplement Series 270(2) 30 (2024) https://doi.org/10.3847/1538-4365/ad0e0c
Mapping the Sun’s coronal magnetic field using the Zeeman effect
Thomas A. Schad, Gordon J.D. Petrie, Jeffrey R. Kuhn, Andre Fehlmann, Thomas Rimmele, Alexandra Tritschler, Friedrich Woeger, Isabelle Scholl, Rebecca Williams, David Harrington, Alin R. Paraschiv and Judit Szente Science Advances 10(37) (2024) https://doi.org/10.1126/sciadv.adq1604
Application of a Magnetic-field-induced Transition in Fe x to Solar and Stellar Coronal Magnetic Field Measurements
Yajie Chen, Wenxian Li, Hui Tian, Xianyong Bai, Roger Hutton and Tomas Brage Research in Astronomy and Astrophysics 23(2) 022001 (2023) https://doi.org/10.1088/1674-4527/acaa8e
Probing the solar coronal magnetic field with physics-informed neural networks
Khalid Al-Janabi, Patrick Antolin, Deborah Baker, Luis R Bellot Rubio, Louisa Bradley, David H Brooks, Rebecca Centeno, J Leonard Culhane, Giulio Del Zanna, George A Doschek, Lyndsay Fletcher, Hirohisa Hara, Louise K Harra, Andrew S Hillier, Shinsuke Imada, James A Klimchuk, John T Mariska, Tiago M D Pereira, Katharine K Reeves, Taro Sakao, Takashi Sakurai, Toshifumi Shimizu, Masumi Shimojo, Daikou Shiota, Sami K Solanki, et al. Publications of the Astronomical Society of Japan 71(5) (2019) https://doi.org/10.1093/pasj/psz084
Three-dimensional magnetic field structure of a flux-emerging region in the solar atmosphere
Assessing the Quality of Models of the Ambient Solar Wind
P. MacNeice, L. K. Jian, S. K. Antiochos, C. N. Arge, C. D. Bussy‐Virat, M. L. DeRosa, B. V. Jackson, J. A. Linker, Z. Mikic, M. J. Owens, A. J. Ridley, P. Riley, N. Savani and I. Sokolov Space Weather 16(11) 1644 (2018) https://doi.org/10.1029/2018SW002040
Testing the Accuracy of Data-driven MHD Simulations of Active Region Evolution
Solar Coronal Loops Associated with Small-scale Mixed Polarity Surface Magnetic Fields
L. P. Chitta, H. Peter, S. K. Solanki, P. Barthol, A. Gandorfer, L. Gizon, J. Hirzberger, T. L. Riethmüller, M. van Noort, J. Blanco Rodríguez, J. C. Del Toro Iniesta, D. Orozco Suárez, W. Schmidt, V. Martínez Pillet and M. Knölker The Astrophysical Journal Supplement Series 229(1) 4 (2017) https://doi.org/10.3847/1538-4365/229/1/4
Electric Current Filamentation Induced by 3D Plasma Flows in the Solar Corona