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Improving the Temporal Resolution of SOHO/MDI Magnetograms of Solar Active Regions Using a Deep Generative Model
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Image calibration between the Extreme Ultraviolet Imagers on Solar Orbiter and the Solar Dynamics Observatory
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Detection of Kink Oscillations in Solar Coronal Loops by a Convolutional Neural Network–Long Short-term Memory Neural Network
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A Data-constrained Analysis for Joule Heating as a Solar Active Region Atmosphere Heating Mechanism. I. Sunspot Umbral Light Bridge
M. S. Yalim, M. Frisse, C. Beck, D. P. Choudhary, A. Prasad, S. S. Nayak and G. P. Zank The Astrophysical Journal 973(1) 58 (2024) https://doi.org/10.3847/1538-4357/ad5e75
3D non-LTE modeling of the stellar center-to-limb variation for transmission spectroscopy studies
G. Canocchi, K. Lind, C. Lagae, A. G. M. Pietrow, A. M. Amarsi, D. Kiselman, O. Andriienko and H. J. Hoeijmakers Astronomy & Astrophysics 683 A242 (2024) https://doi.org/10.1051/0004-6361/202347858
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Physically Motivated Deep Learning to Superresolve and Cross Calibrate Solar Magnetograms
Andrés Muñoz-Jaramillo, Anna Jungbluth, Xavier Gitiaux, Paul J. Wright, Carl Shneider, Shane A. Maloney, Atılım Güneş Baydin, Yarin Gal, Michel Deudon and Freddie Kalaitzis The Astrophysical Journal Supplement Series 271(2) 46 (2024) https://doi.org/10.3847/1538-4365/ad12c2
Super-Resolution of SOHO/MDI Magnetograms of Solar Active Regions Using SDO/HMI Data and an Attention-Aided Convolutional Neural Network
Constraints on Acoustic Wave Energy Fluxes and Radiative Losses in the Solar Chromosphere from Non-LTE Inversions
J. M. da Silva Santos, M. Molnar, I. Milić, M. Rempel, K. Reardon and J. de la Cruz Rodríguez The Astrophysical Journal 976(1) 21 (2024) https://doi.org/10.3847/1538-4357/ad81d4
Subpixel segmentation of borehole fractures from low resolution Doppler ultrasound images using machine learning
Shivanandan Indimath, Sigurd Vangen Wifstad, Vincent Bryon, Bjarne Rosvoll Bøklepp, Lasse Lovstakken, Jørgen Avdal, Stefano Fiorentini and Svein-Erik Måsøy Geoenergy Science and Engineering 235 212703 (2024) https://doi.org/10.1016/j.geoen.2024.212703
Bo Shen, Marco Marena, Chenyang Li, Qin Li, Haodi Jiang, Mengnan Du, Jiajun Xu and Haimin Wang 1860 (2024) https://doi.org/10.1109/BigData62323.2024.10825648
Lucky Imaging Based Blind Deconvolution Algorithm for Wide Field-of-view Solar GLAO Image
Qing Bian, Hua Bao, Shuiqi Li, Shuai Wang, Guoqing Gao, Daiyin Luo, Ning Jiang and Changhui Rao Publications of the Astronomical Society of the Pacific 136(12) 124505 (2024) https://doi.org/10.1088/1538-3873/ad96e3
Spectropolarimetric Inversion in Four Dimensions with Deep Learning (SPIn4D). I. Overview, Magnetohydrodynamic Modeling, and Stokes Profile Synthesis
Kai E. 凯 Yang 杨, Lucas A. Tarr, Matthias Rempel, S. Curt Dodds, Sarah A. Jaeggli, Peter Sadowski, Thomas A. Schad, Ian Cunnyngham, Jiayi 嘉奕 Liu 刘, Yannik Glaser and Xudong 旭东 Sun 孙 The Astrophysical Journal 976(2) 204 (2024) https://doi.org/10.3847/1538-4357/ad865b
Morphological evidence for nanoflares heating warm loops in the solar corona
Yi Bi, Jia-Yan Yang, Ying Qin, Zheng-Ping Qiang, Jun-Chao Hong, Bo Yang, Zhe Xu, Hui Liu and Kai-Fan Ji Astronomy & Astrophysics 679 A9 (2023) https://doi.org/10.1051/0004-6361/202346944
2022 Review of Data-Driven Plasma Science
Rushil Anirudh, Rick Archibald, M. Salman Asif, Markus M. Becker, Sadruddin Benkadda, Peer-Timo Bremer, Rick H. S. Budé, C. S. Chang, Lei Chen, R. M. Churchill, Jonathan Citrin, Jim A. Gaffney, Ana Gainaru, Walter Gekelman, Tom Gibbs, Satoshi Hamaguchi, Christian Hill, Kelli Humbird, Sören Jalas, Satoru Kawaguchi, Gon-Ho Kim, Manuel Kirchen, Scott Klasky, John L. Kline, Karl Krushelnick, et al. IEEE Transactions on Plasma Science 51(7) 1750 (2023) https://doi.org/10.1109/TPS.2023.3268170
Exploring the Limits of Synthetic Creation of Solar EUV Images via Image-to-image Translation
Valentina Salvatelli, Luiz F. G. dos Santos, Souvik Bose, Brad Neuberg, Mark C. M. Cheung, Miho Janvier, Meng Jin, Yarin Gal and Atilim Güneş Baydin The Astrophysical Journal 937(2) 100 (2022) https://doi.org/10.3847/1538-4357/ac867b
Subarcsecond Imaging of a Solar Active Region Filament With ALMA and IRIS
Venus’ Cloud-Tracked Winds Using Ground- and Space-Based Observations with TNG/NICS and VEx/VIRTIS
Pedro Machado, Javier Peralta, José E. Silva, Francisco Brasil, Ruben Gonçalves and Miguel Silva Atmosphere 13(2) 337 (2022) https://doi.org/10.3390/atmos13020337
Heating of the solar chromosphere through current dissipation
Mapping Solar X-Ray Images from SDO/AIA EUV Images by Deep Learning
Junchao Hong, Hui Liu, Yi Bi, Zhe Xu, Bo Yang, Jiayan Yang, Yang Su, Yuehan Xia and Kaifan Ji The Astrophysical Journal 915(2) 96 (2021) https://doi.org/10.3847/1538-4357/ac01d5
Exploring the Sun’s upper atmosphere with neural networks: Reversed patterns and the hot wall effect
Detection of the Strongest Magnetic Field in a Sunspot Light Bridge
J. S. Castellanos Durán, Andreas Lagg, Sami K. Solanki and Michiel van Noort The Astrophysical Journal 895(2) 129 (2020) https://doi.org/10.3847/1538-4357/ab83f1
Mimicking spectropolarimetric inversions using convolutional neural networks
Super-resolution of SDO/HMI Magnetograms Using Novel Deep Learning Methods
Sumiaya Rahman, Yong-Jae Moon, Eunsu Park, Ashraf Siddique, Il-Hyun Cho and Daye Lim The Astrophysical Journal Letters 897(2) L32 (2020) https://doi.org/10.3847/2041-8213/ab9d79
Automating Ellerman bomb detection in ultraviolet continua
A deep learning virtual instrument for monitoring extreme UV solar spectral irradiance
Alexandre Szenicer, David F. Fouhey, Andres Munoz-Jaramillo, Paul J. Wright, Rajat Thomas, Richard Galvez, Meng Jin and Mark C. M. Cheung Science Advances 5(10) (2019) https://doi.org/10.1126/sciadv.aaw6548
Fast Solar Image Classification Using Deep Learning and Its Importance for Automation in Solar Physics