Publications of Jiajia Liu

A list of publications authored or co-authored by Jiajia Liu, derived from the SAO/NASA Astrophysics Data System (ADS). The number in brackets after each title indicates the number of citations that the paper has received.

Orcid ID: 0000-0003-2569-1840

List of publications ordered by citations
Number of papers: 55 (refereed: 54)
No. of citations: 1114
First author papers: 18 (refereed: 17)

2026

  1. Recovering SHARP Magnetic Parameters from Solar Vector Magnetograms with Swin Transformer [0]
    Ren, Shiyu, Liu, Jiajia, Jiang, Ye, Xu, Zhanpeng & Wang, Yimin, Solar Physics, 301, 10
  2. A Deep Learning Approach for Automated Total Sunspot Number Estimation [0]
    Wang, Yimin, Liu, Jiajia, Chen, Jing, Erdélyi, Robertus, Gyenge, Norbert G. & Jiang, Ye, ApJ, 997, 148
  3. Inferring Photospheric Horizontal Flows from Multiple Observations with SUVEL Models [0]
    Xie, Quan, Liu, Jiajia, Erdélyi, Robert & Wang, Yuming, ApJ, 998, 334

2025

  1. Long-term properties of coronal off-limb structures [3]
    Bourgeois, S., Chierichini, S., Soós, Sz., Erdélyi, R., Liu, J., Korsós, M. B., Gafeira, R. & Barata, T., A&A, 693, A301
  2. A Bias-free Deep Learning Approach for Automated Sunspot Segmentation [6]
    Chen, Jing, Gyenge, Norbert G., Jiang, Ye, Erdélyi, Robertus, Liu, Jiajia & Wang, Yimin, ApJ, 980, 261
  3. Tracking the photospheric horizontal velocity field with shallow U-net models [1]
    Liu, Jiajia, Xie, Quan, Zhong, Cheng, Ye, Yudong, Wang, Yimin, Ji, Kaifan & Wang, Yuming, A&A, 698, A263
  4. Photospheric Swirls in a Quiet-Sun Region [5]
    Xie, Quan, Liu, Jiajia, Nelson, Chris J., Erdélyi, Robert & Wang, Yuming, ApJ, 979, 27
  5. Improving the Γ-functions method for vortex identification [5]
    Xie, Quan, Liu, Jiajia, Erdélyi, Robert & Wang, Yuming, A&A, 700, A6
  6. Robust Forecasting and Physical Interpretability of Geomagnetic Storms Using XGBoost and SHAP [0]
    Ye, Yudong, Liu, Jiajia, Hao, Yongqiang, Feng, Xueshang & Cui, Jun, ApJS, 281, 41
  7. Assessing the Geoeffectiveness of Stream Interaction Regions through Physically Interpretable Machine Learning [0]
    Ye, Yudong, Liu, Jiajia, Hao, Yongqiang, Cui, Jun & Feng, Xueshang, ApJ, 993, 10

2024

  1. CME Arrival Modeling with Machine Learning [12]
    Chierichini, Simone, Liu, Jiajia, Korsós, Marianna B., Del Moro, Dario & Erdélyi, Robertus, ApJ, 963, 121
  2. Improving the Automated Coronal Jet Identification with U-NET [6]
    Liu, Jiajia, Ji, Chunyu, Wang, Yimin, Soós, Szabolcs, Jiang, Ye, Erdélyi, Robertus, Korsós, M. B. & Wang, Yuming, ApJ, 972, 187
  3. Predicting the Energy Spectra of Solar Energetic Particles with a Machine Learning Regression Algorithm [1]
    Liu, Jiajun, Huang, Zhendi, Guo, Jingnan, Wang, Yubao & Liu, Jiajia, ApJ, 975, L43
  4. Forecasting the Dst Index with Temporal Convolutional Network and Integrated Gradients [2]
    Liu, Junyan, Shen, Chenglong, Wang, Yang, Xu, Mengjiao, Chi, Yutian, Zhong, Zhihui, Mao, Dongwei, Zhang, Zhiyong, Wang, Can, Liu, Jiajia & Wang, Yuming, Solar Physics, 299, 98
  5. Inferring the Solar Wind Velocity in the Outer Corona Based on Multiview Observations of Small-scale Transients by STEREO/COR2 [4]
    Lyu, Shaoyu, Wang, Yuming, Li, Xiaolei, Zhang, Quanhao & Liu, Jiajia, ApJ, 962, 170
  6. Evolution of Coronal Jets during Solar Cycle 24 [5]
    Soós, Sz., Liu, J., Korsós, M. B. & Erdélyi, R., ApJ, 965, 43
  7. Evaluating the Geoeffectiveness of Interplanetary Coronal Mass Ejections: Insights from a Support Vector Machine Approach with SHAP Value Analysis [3]
    Ye, Yudong, Liu, Jiajia, Hao, Yongqiang & Cui, Jun, ApJ, 972, 52

2023

  1. The Fibre Resolved OpticAl and Near-Ultraviolet Czerny-Turner Imaging Spectropolarimeter (FRANCIS) [2]
    Jess, David B., Grant, Samuel D. T., Bate, William, Liu, Jiajia, Jafarzadeh, Shahin, Keys, Peter H., Vieira, Luís E. A., Dal Lago, Alisson, Guarnieri, Fernando L., Christian, Damian J., Gilliam, Doug & Banerjee, Dipankar, Solar Physics, 298, 146
  2. On the Connection between Rieger-type and Magneto-Rossby Waves Driving the Frequency of the Large Solar Eruptions during Solar Cycles 19-25 [16]
    Korsós, Marianna B., Dikpati, Mausumi, Erdélyi, Robertus, Liu, Jiajia & Zuccarello, Francesca, ApJ, 944, 180
  3. Power-law Distribution of Solar Cycle-modulated Coronal Jets [13]
    Liu, Jiajia, Song, Anchuan, Jess, David B., Zhang, Jie, Mathioudakis, Mihalis, Soós, Szabolcs, Keenan, Francis P., Wang, Yuming & Erdélyi, Robertus, ApJS, 266, 17
  4. Five-minute oscillations of photospheric and chromospheric swirls [5]
    Liu, Jiajia, Jess, David, Erdélyi, Robert & Mathioudakis, Mihalis, A&A, 674, A142
  5. Solar ring mission: Building a panorama of the Sun and inner-heliosphere [14]
    Wang, Yuming, Bai, Xianyong, Chen, Changyong, Chen, Linjie, Cheng, Xin, Deng, Lei, Deng, Linhua, Deng, Yuanyong, Feng, Li, Gou, Tingyu, Guo, Jingnan, Guo, Yang, Hao, Xinjun, He, Jiansen, Hou, Junfeng, Huang, Jiangjiang, Huang, Zhenghua, Ji, Haisheng, Jiang, Chaowei, Jiang, Jie, Jin, Chunlan, Li, Xiaolei, Li, Yiren, Liu, Jiajia, Liu, Kai, Liu, Liu, Liu, Rui, Liu, Rui, Qiu, Chengbo, Shen, Chenglong, Shen, Fang, Shen, Yuandeng, Shi, Xiangjun, Su, Jiangtao, Su, Yang, Su, Yingna, Sun, Mingzhe, Tan, Baolin, Tian, Hui, Wang, Yamin, Xia, Lidong, Xie, Jinglan, Xiong, Ming, Xu, Mengjiao, Yan, Xiaoli, Yan, Yihua, Yang, Shangbin, Yang, Shuhong, Zhang, Shenyi, Zhang, Quanhao, Zhang, Yonghe, Zhao, Jinsong, Zhou, Guiping & Zou, Hong, Advances in Space Research, 71, 1146
  6. Prediction of the Transit Time of Coronal Mass Ejections with an Ensemble Machine-learning Method [10]
    Yang, Y., Liu, J. J., Feng, X. S., Chen, P. F. & Zhang, B., ApJS, 268, 69

2022

  1. Blobs in a Solar EUV Jet [14]
    Chen, Jie, Erdélyi, Robertus, Liu, Jiajia, Deng, Yuanyong, Dover, Fionnlagh Mackenzie, Zhang, Qingmin, Zhang, Mei, Li, Leping & Su, Jiangtao, Frontiers in Astronomy and Space Sciences, 8, 238
  2. Polymeric jets throw light on the origin and nature of the forest of solar spicules [14]
    Dey, Sahel, Chatterjee, Piyali, O. V. S. N., Murthy, Korsós, Marianna B., Liu, Jiajia, Nelson, Christopher J. & Erdélyi, Robertus, Nature Physics, 18, 595
  3. Calibration scheme for space-borne full-disk vector magnetograph under the influence of orbiter velocity [3]
    Hu, Ziyao, Ji, Kaifan, Chen, Jie, Deng, Yuanyong, Su, Jiangtao, Bai, Xianyong, Liu, Suo, Guo, Jingjing, Liu, Jiajia & Wintoft, Peter, A&A, 666, A93

2021

  1. Testing and Validating Two Morphological Flare Predictors by Logistic Regression Machine Learning [6]
    Korsós, M. B., Erdélyi, R., Liu, J. & Morgan, H., Frontiers in Astronomy and Space Sciences, 7, 113
  2. Reliability of AI-generated magnetograms from only EUV images [18]
    Liu, Jiajia, Wang, Yimin, Huang, Xin, Korsós, Marianna B., Jiang, Ye, Wang, Yuming & Erdélyi, Robert, Nature Astronomy, 5, 108
  3. The configuration and failed eruption of a complex magnetic flux rope above a δ sunspot region [5]
    Liu, Lijuan, Liu, Jiajia, Chen, Jun, Wang, Yuming, Wang, Guoqiang, Zhou, Zhenjun & Cui, Jun, A&A, 648, A106
  4. On the partial eruption of a bifurcated solar filament structure [13]
    Monga, Aabha, Sharma, Rahul, Liu, Jiajia, Cid, Consuelo, Uddin, Wahab, Chandra, Ramesh & Erdélyi, Robertus, MNRAS, 500, 684
  5. Critical Science Plan for the Daniel K. Inouye Solar Telescope (DKIST) [94]
    Rast, Mark P., Bello González, Nazaret, Bellot Rubio, Luis, Cao, Wenda, Cauzzi, Gianna, Deluca, Edward, de Pontieu, Bart, Fletcher, Lyndsay, Gibson, Sarah E., Judge, Philip G., Katsukawa, Yukio, Kazachenko, Maria D., Khomenko, Elena, Landi, Enrico, Martínez Pillet, Valentín, Petrie, Gordon J. D., Qiu, Jiong, Rachmeler, Laurel A., Rempel, Matthias, Schmidt, Wolfgang, Scullion, Eamon, Sun, Xudong, Welsch, Brian T., Andretta, Vincenzo, Antolin, Patrick, Ayres, Thomas R., Balasubramaniam, K. S., Ballai, Istvan, Berger, Thomas E., Bradshaw, Stephen J., Campbell, Ryan J., Carlsson, Mats, Casini, Roberto, Centeno, Rebecca, Cranmer, Steven R., Criscuoli, Serena, Deforest, Craig, Deng, Yuanyong, Erdélyi, Robertus, Fedun, Viktor, Fischer, Catherine E., González Manrique, Sergio J., Hahn, Michael, Harra, Louise, Henriques, Vasco M. J., Hurlburt, Neal E., Jaeggli, Sarah, Jafarzadeh, Shahin, Jain, Rekha, Jefferies, Stuart M., Keys, Peter H., Kowalski, Adam F., Kuckein, Christoph, Kuhn, Jeffrey R., Kuridze, David, Liu, Jiajia, Liu, Wei, Longcope, Dana, Mathioudakis, Mihalis, McAteer, R. T. James, McIntosh, Scott W., McKenzie, David E., Miralles, Mari Paz, Morton, Richard J., Muglach, Karin, Nelson, Chris J., Panesar, Navdeep K., Parenti, Susanna, Parnell, Clare E., Poduval, Bala, Reardon, Kevin P., Reep, Jeffrey W., Schad, Thomas A., Schmit, Donald, Sharma, Rahul, Socas-Navarro, Hector, Srivastava, Abhishek K., Sterling, Alphonse C., Suematsu, Yoshinori, Tarr, Lucas A., Tiwari, Sanjiv, Tritschler, Alexandra, Verth, Gary, Vourlidas, Angelos, Wang, Haimin, Wang, Yi-Ming, NSO and DKIST Project, DKIST Instrument Scientists, DKIST Science Working Group & DKIST Critical Science Plan Community, Solar Physics, 296, 70

2020

  1. Solar Flare Prediction Using Magnetic Field Diagnostics above the Photosphere [33]
    Korsós, M. B., Georgoulis, M. K., Gyenge, N., Bisoi, S. K., Yu, S., Poedts, S., Nelson, C. J., Liu, J., Yan, Y. & Erdélyi, R., ApJ, 896, 119
  2. Reconstructing Solar Wind Inhomogeneous Structures From Stereoscopic Observations in White Light: Solar Wind Transients in 3-D [11]
    Li, Xiaolei, Wang, Yuming, Liu, Rui, Shen, Chenglong, Zhang, Quanhao, Lyu, Shaoyu, Zhuang, Bin, Shen, Fang, Liu, Jiajia & Chi, Yutian, Journal of Geophysical Research (Space Physics), 125, e27513
  3. Multiwavelength Observation of a Failed Eruption from a Helical Kink-unstable Prominence [13]
    Xu, Haiqing, Su, Jiangtao, Chen, Jie, Ruan, Guiping, Awasthi, Arun Kumar, Zhang, Hongqi, Zhang, Mei, Ji, Kaifan, Zhang, Yuzong & Liu, Jiajia, ApJ, 901, 121

2019

  1. Evidence of ubiquitous Alfvén pulses transporting energy from the photosphere to the upper chromosphere [73]
    Liu, Jiajia, Nelson, Chris J., Snow, Ben, Wang, Yuming & Erdélyi, Robert, Nature Communications, 10, 3504
  2. How Many Twists Do Solar Coronal Jets Release? [21]
    Liu, Jiajia, Wang, Yuming & Erdélyi, Robert, Frontiers in Astronomy and Space Sciences, 6, 44
  3. Automated Swirl Detection Algorithm (ASDA) and Its Application to Simulation and Observational Data [24]
    Liu, Jiajia, Nelson, Chris J. & Erdélyi, Robertus, ApJ, 872, 22
  4. Co-spatial velocity and magnetic swirls in the simulated solar photosphere [20]
    Liu, Jiajia, Carlsson, Mats, Nelson, Chris J. & Erdélyi, Robert, A&A, 632, A97
  5. CME Arrival Time Prediction Using Convolutional Neural Network [39]
    Wang, Yimin, Liu, Jiajia, Jiang, Ye & Erdélyi, Robert, ApJ, 881, 15

2018

  1. Observations of Turbulent Magnetic Reconnection within a Solar Current Sheet [139]
    Cheng, X., Li, Y., Wan, L. F., Ding, M. D., Chen, P. F., Zhang, J. & Liu, J. J., ApJ, 866, 64
  2. Magnetic Braids in Eruptions of a Spiral Structure in the Solar Atmosphere [27]
    Huang, Zhenghua, Xia, Lidong, Nelson, Chris J., Liu, Jiajia, Wiegelmann, Thomas, Tian, Hui, Klimchuk, James A., Chen, Yao & Li, Bo, ApJ, 854, 80
  3. Reconstructing Solar Wind Inhomogeneous Structures From Stereoscopic Observations in White Light: Small Transients Along the Sun-Earth Line [13]
    Li, Xiaolei, Wang, Yuming, Liu, Rui, Shen, Chenglong, Zhang, Quanhao, Zhuang, Bin, Liu, Jiajia & Chi, Yutian, Journal of Geophysical Research (Space Physics), 123, 7257
  4. A New Tool for CME Arrival Time Prediction using Machine Learning Algorithms: CAT-PUMA [69]
    Liu, Jiajia, Ye, Yudong, Shen, Chenglong, Wang, Yuming & Erdélyi, Robert, ApJ, 855, 109
  5. Untwisting Jets Related to Magnetic Flux Cancellation [13]
    Liu, Jiajia, Erdélyi, Robert, Wang, Yuming & Liu, Rui, ApJ, 852, 10
  6. Understanding the Twist Distribution Inside Magnetic Flux Ropes by Anatomizing an Interplanetary Magnetic Cloud [77]
    Wang, Yuming, Shen, Chenglong, Liu, Rui, Liu, Jiajia, Guo, Jingnan, Li, Xiaolei, Xu, Mengjiao, Hu, Qiang & Zhang, Tielong, Journal of Geophysical Research (Space Physics), 123, 3238

2017

  1. The Causes of Quasi-homologous CMEs [23]
    Liu, Lijuan, Wang, Yuming, Liu, Rui, Zhou, Zhenjun, Temmer, M., Thalmann, J. K., Liu, Jiajia, Liu, Kai, Shen, Chenglong, Zhang, Quanhao & Veronig, A. M., ApJ, 844, 141
  2. Critical Height of the Torus Instability in Two-ribbon Solar Flares [50]
    Wang, Dong, Liu, Rui, Wang, Yuming, Liu, Kai, Chen, Jun, Liu, Jiajia, Zhou, Zhenjun & Zhang, Min, ApJ, 843, L9
  3. Upward and Downward Catastrophes of Coronal Magnetic Flux Ropes in Quadrupolar Magnetic Fields [3]
    Zhang, Quanhao, Wang, Yuming, Hu, Youqiu, Liu, Rui, Liu, Kai & Liu, Jiajia, ApJ, 851, 96

2016

  1. Stereoscopic Observation of Slipping Reconnection in a Double Candle-flame-shaped Solar Flare [18]
    Gou, Tingyu, Liu, Rui, Wang, Yuming, Liu, Kai, Zhuang, Bin, Chen, Jun, Zhang, Quanhao & Liu, Jiajia, ApJ, 821, L28
  2. On the Magnetic and Energy Characteristics of Recurrent Homologous Jets from An Emerging Flux [40]
    Liu, Jiajia, Wang, Yuming, Erdélyi, Robertus, Liu, Rui, McIntosh, Scott W., Gou, Tingyu, Chen, Jun, Liu, Kai, Liu, Lijuan & Pan, Zonghao, ApJ, 833, 150
  3. On the Observation and Simulation of Solar Coronal Twin Jets [9]
    Liu, Jiajia, Fang, Fang, Wang, Yuming, McIntosh, Scott W., Fan, Yuhong & Zhang, Quanhao, ApJ, 817, 126

2015

  1. A Solar Coronal Jet Event Triggers a Coronal Mass Ejection [34]
    Liu, Jiajia, Wang, Yuming, Shen, Chenglong, Liu, Kai, Pan, Zonghao & Wang, S., ApJ, 813, 115
  2. On the Parallel and Perpendicular Propagating Motions Visible inPolar Plumes: An Incubator For (Fast) Solar Wind Acceleration? [21]
    Liu, Jiajia, McIntosh, Scott W., De Moortel, Ineke & Wang, Yuming, ApJ, 806, 273

2014

  1. Statistical Evidence for the Existence of Alfvénic Turbulence in Solar Coronal Loops [26]
    Liu, Jiajia, McIntosh, Scott W., De Moortel, Ineke, Threlfall, James & Bethge, Christian, ApJ, 797, 7
  2. A Prominence Eruption Driven by Flux Feeding from Chromospheric Fibrils [38]
    Zhang, Quanhao, Liu, Rui, Wang, Yuming, Shen, Chenglong, Liu, Kai, Liu, Jiajia & Wang, S., ApJ, 789, 133

Created on Wed Apr 8 04:37:05 2026.