Publications of Yang Liu ordered by citations

A list of publications authored or co-authored by Yang Liu, derived from the SAO/NASA Astrophysics Data System (ADS) and ordered by the numbers of citations.

Orcid ID: 0000-0002-0671-689X

64	Predicting Solar Flares with Machine Learning: Investigating Solar Cycle Dependence Wang, Xiantong, Chen, Yang, Toth, Gabor, Manchester, Ward B., Gombosi, Tamas I., Hero, Alfred O., Jiao, Zhenbang, Sun, Hu, Jin, Meng & Liu, Yang, 2020, ApJ, 895, 3
64	A Machine-learning Data Set Prepared from the NASA Solar Dynamics Observatory Mission Galvez, Richard, Fouhey, David F., Jin, Meng, Szenicer, Alexandre, Muñoz-Jaramillo, Andrés, Cheung, Mark C. M., Wright, Paul J., Bobra, Monica G., Liu, Yang, Mason, James & Thomas, Rajat, 2019, ApJS, 242, 7
54	An Observationally Constrained Model of a Flux Rope that Formed in the Solar Corona James, Alexander W., Valori, Gherardo, Green, Lucie M., Liu, Yang, Cheung, Mark C. M., Guo, Yang & van Driel-Gesztelyi, Lidia, 2018, ApJ, 855, L16
50	The Coronal Global Evolutionary Model: Using HMI Vector Magnetogram and Doppler Data to Determine Coronal Magnetic Field Evolution Hoeksema, J. Todd, Abbett, William P., Bercik, David J., Cheung, Mark C. M., DeRosa, Marc L., Fisher, George H., Hayashi, Keiji, Kazachenko, Maria D., Liu, Yang, Lumme, Erkka, Lynch, Benjamin J., Sun, Xudong & Welsch, Brian T., 2020, ApJS, 250, 28
47	Electric-current Neutralization, Magnetic Shear, and Eruptive Activity in Solar Active Regions Liu, Yang, Sun, Xudong, Török, Tibor, Titov, Viacheslav S. & Leake, James E., 2017, ApJ, 846, L6
44	Magnetic Helicity Estimations in Models and Observations of the Solar Magnetic Field. III. Twist Number Method Guo, Y., Pariat, E., Valori, G., Anfinogentov, S., Chen, F., Georgoulis, M. K., Liu, Y., Moraitis, K., Thalmann, J. K. & Yang, S., 2017, ApJ, 840, 40
34	Changes of Magnetic Energy and Helicity in Solar Active Regions from Major Flares Liu, Yang, Welsch, Brian T., Valori, Gherardo, Georgoulis, Manolis K., Guo, Yang, Pariat, Etienne, Park, Sung-Hong & Thalmann, Julia K., 2023, ApJ, 942, 27
32	Vector Magnetic Field Synoptic Charts from the Helioseismic and Magnetic Imager (HMI) Liu, Yang, Hoeksema, J. Todd, Sun, Xudong & Hayashi, Keiji, 2017, Solar Physics, 292, 29
25	Roles of Photospheric Motions and Flux Emergence in the Major Solar Eruption on 2017 September 6 Wang, Rui, Liu, Ying D., Hoeksema, J. Todd, Zimovets, I. V. & Liu, Yang, 2018, ApJ, 869, 90
18	SynthIA: A Synthetic Inversion Approximation for the Stokes Vector Fusing SDO and Hinode into a Virtual Observatory Higgins, Richard E. L., Fouhey, David F., Antiochos, Spiro K., Barnes, Graham, Cheung, Mark C. M., Hoeksema, J. Todd, Leka, K. D., Liu, Yang, Schuck, Peter W. & Gombosi, Tamas I., 2022, ApJS, 259, 24
17	Magnetic Helicity Estimations in Models and Observations of the Solar Magnetic Field. IV. Application to Solar Observations Thalmann, J. K., Georgoulis, M. K., Liu, Y., Pariat, E., Valori, G., Anfinogentov, S., Chen, F., Guo, Y., Moraitis, K., Yang, S., Mastrano, Alpha & ISSI Team on Magnetic Helicity, 2021, ApJ, 922, 41
15	Fast and Accurate Emulation of the SDO/HMI Stokes Inversion with Uncertainty Quantification Higgins, Richard E. L., Fouhey, David F., Zhang, Dichang, Antiochos, Spiro K., Barnes, Graham, Hoeksema, J. Todd, Leka, K. D., Liu, Yang, Schuck, Peter W. & Gombosi, Tamas I., 2021, ApJ, 911, 130
12	Nonneutralized Electric Currents as a Proxy for Eruptive Activity in Solar Active Regions Liu, Y., Török, T., Titov, V. S., Leake, J. E., Sun, X. & Jin, M., 2024, ApJ, 961, 148
12	Improvement of the Helioseismic and Magnetic Imager (HMI) Vector Magnetic Field Inversion Code Griñón-Marín, Ana Belén, Pastor Yabar, Adur, Liu, Yang, Hoeksema, J. Todd & Norton, Aimee, 2021, ApJ, 923, 84
11	Inferring Maps of the Sun's Far-side Unsigned Magnetic Flux from Far-side Helioseismic Images Using Machine Learning Techniques Chen, Ruizhu, Zhao, Junwei, Hess Webber, Shea, Liu, Yang, Hoeksema, J. Todd & DeRosa, Marc L., 2022, ApJ, 941, 197
8	On the Hemispheric Bias Seen in Vector Magnetic Field Data Liu, Yang, Griñón-Marín, Ana Belén, Hoeksema, Jon T., Norton, Aimee A. & Sun, Xudong, 2022, Solar Physics, 297, 17
8	Large-scale Spatial Cross-calibration of Hinode/SOT-SP and SDO/HMI Fouhey, David F., Higgins, Richard E. L., Antiochos, Spiro K., Barnes, Graham, DeRosa, Marc L., Hoeksema, J. Todd, Leka, K. D., Liu, Yang, Schuck, Peter W. & Gombosi, Tamas I., 2023, ApJS, 264, 49
6	Are the Magnetic Fields Radial in the Solar Polar Region? Sun, Xudong, Liu, Yang, Milić, Ivan & Griñón-Marín, Ana Belén, 2021, Research Notes of the American Astronomical Society, 5, 134
5	Observations of Twist, Current Helicity, and Writhe in the Magnetic Knots of δ-sunspots Consistent with the Kink Instability of a Highly Twisted Flux Rope Levens, Peter J., Norton, Aimee A., Linton, Mark G., Knizhnik, Kalman J. & Liu, Yang, 2023, ApJ, 954, L20
5	SuperSynthIA: Physics-ready Full-disk Vector Magnetograms from HMI, Hinode, and Machine Learning Wang, Ruoyu, Fouhey, David F., Higgins, Richard E. L., Antiochos, Spiro K., Barnes, Graham, Hoeksema, J. Todd, Leka, K. D., Liu, Yang, Schuck, Peter W. & Gombosi, Tamas I., 2024, ApJ, 970, 168
5	Ensemble Kalman Filter Data Assimilation into the Surface Flux Transport Model to Infer Surface Flows: An Observing System Simulation Experiment Dash, Soumyaranjan, DeRosa, Marc L., Dikpati, Mausumi, Sun, Xudong, Mahajan, Sushant S., Liu, Yang & Hoeksema, J. Todd, 2024, ApJ, 975, 288
5	Characterizing the Umbral Magnetic Knots of δ-Sunspots Norton, Aimee A., Levens, Peter J., Knizhnik, Kalman J., Linton, Mark G. & Liu, Yang, 2022, ApJ, 938, 117
3	The Relationship between Kinetic and Magnetic Helicity in Solar Active Regions Liu, Yang, Komm, Rudolf, Brummell, Nicholas H., Hoeksema, J. Todd, Manek, Bhishek & Valori, Gherardo, 2024, ApJ, 971, 1
3	Conditioning of the solar corona due to large flares Thalmann, J. K., Gupta, M., Veronig, A. M. & Liu, Y., 2025, A&A, 695, A66
1	A Survey and Statistical Study of Off-Limb Events Observed in SDO/HMI Continuum Intensity Zhao, Jessica S. & Liu, Yang, 2023, Solar Physics, 298, 148
0	Toward a Consensus for Multi-Sourced Photospheric Line-of-Sight Magnetic Field Cross-Calibration Liu, Yang, Hoeksema, Jon Todd, Bertello, Luca, Petrie, Gordon & Pevtsov, Alexei, 2025, Solar Physics, 300, 115