First-authored, refereed papers of Jiajia Liu

A list of first-authored, refereed publications of 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: 17
No. of citations: 378

2025

1. 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

2024

1. 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
2. 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
3. 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

2023

1. 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
2. Five-minute oscillations of photospheric and chromospheric swirls [5]
   Liu, Jiajia, Jess, David, Erdélyi, Robert & Mathioudakis, Mihalis, A&A, 674, A142

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

2018

1. 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
2. Untwisting Jets Related to Magnetic Flux Cancellation [13]
   Liu, Jiajia, Erdélyi, Robert, Wang, Yuming & Liu, Rui, ApJ, 852, 10

2016

1. 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
2. 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