Publications of Pengchao Yan

A list of publications authored or co-authored by Pengchao Yan, 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: 0000-0002-3667-3587

List of publications ordered by citations
Number of papers: 12 (refereed: 12)
No. of citations: 35
First author papers: 1 (refereed: 1)

2026

1. Operational Solar Flare Forecasting System Using an Explainable Large Language Model [0]
   Li, Xuebao, Lv, Yongshang, Wei, Jinfang, Zheng, Yanfang, Li, Ting, Wang, Rui, Wu, Zixian, Ye, Hongwei, Yan, Pengchao, Abidin, Zamri Zainal, Shah, Noraisyah Mohamed, Xiang, Changtian, Zhang, Shunhuang, Ji, Xiaojia, Huang, Xusheng, Wang, Xiaotian & Jin, Honglei, Space Weather, 24, e2025SW004879

2025

1. Forecasting Major Flares Using Magnetograms and Knowledge-informed Features: A Comparative Study of Deep Learning Models with Generalization to Multiple Data Products [2]
   Li, Xuebao, Zhang, Shunhuang, Zheng, Yanfang, Li, Ting, Wang, Rui, Liu, Yingbo, Ye, Hongwei, Shah, Noraisyah Mohamed, Yan, Pengchao, Li, Xuefeng, Wang, Xiaotian, Lv, Yongshang, Wei, Jinfang, Jin, Honglei & Xiang, Changtian, ApJS, 279, 46
2. Intelligent Forecasting for Solar Flares Using Magnetograms from SDO/SHARP, SDO/HMI, and ASO-S/FMG [2]
   Li, Xuebao, Ye, Hongwei, Zheng, Yanfang, Li, Ting, Lin, Jiaben, Zhang, Shunhuang, Yan, Pengchao, Lv, Yongshang, Shah, Noraisyah Mohamed, Li, Xuefeng, Wang, Xiaotian, Liu, Yingbo, Wang, Rui, Wei, Jinfang, Xiang, Changtian & Jin, Honglei, ApJS, 278, 63
3. Prediction of Large Solar Flares Based on SHARP and High-energy-density Magnetic Field Parameters [5]
   Li, Xuebao, Li, Xuefeng, Zheng, Yanfang, Li, Ting, Yan, Pengchao, Ye, Hongwei, Zhang, Shunhuang, Wang, Xiaotian, Lv, Yongshang & Huang, Xusheng, ApJS, 276, 7

2024

1. The influence of magnetic field parameters and time step on deep learning models of solar flare prediction [3]
   Wei, Jinfang, Zheng, Yanfang, Li, Xuebao, Xiang, Changtian, Yan, Pengchao, Huang, Xusheng, Dong, Liang, Lou, Hengrui, Yan, Shuainan, Ye, Hongwei, Li, Xuefeng, Zhang, Shunhuang, Pan, Yexin & Wu, Huiwen, Astrophysics and Space Science, 369, 48
2. Analysis of the main factors affecting the performance of multi-classification forecast model for solar flares [1]
   Xiang, Changtian, Zheng, Yanfang, Li, Xuebao, Wei, Jinfang, Yan, Pengchao, Si, Yingzhen, Huang, Xusheng, Dong, Liang, Yan, Shuainan, Lou, Hengrui, Ye, Hongwei, Li, Xuefeng, Zhang, Shunhuang, Pan, Yexin & Wu, Huiwen, Astrophysics and Space Science, 369, 89
3. A real-time solar flare forecasting system with deep learning methods [3]
   Yan, Pengchao, Li, Xuebao, Zheng, Yanfang, Dong, Liang, Yan, Shuainan, Zhang, Shunhuang, Ye, Hongwei, Li, Xuefeng, Lü, Yongshang, Ling, Yi, Huang, Xusheng & Pan, Yexin, Astrophysics and Space Science, 369, 110
4. Application of F_10.7 Index Prediction Model Based on BiLSTM-attention and Chinese Autonomous Dataset [2]
   Yan, Shuainan, Li, Xuebao, Dong, Liang, Huang, Wengeng, Wang, Jing, Yan, Pengchao, Lou, Hengrui, Huang, Xusheng, Li, Zhe & Zheng, Yanfang, Chinese Journal of Space Science, 44, 251
5. A transformer-based forecasting model for F10.7 index and its application study on the Chinese Langfang dataset [2]
   Ye, Hongwei, Zheng, Yanfang, Li, Xuebao, Dong, Liang, Huang, Wengeng, Wang, Jing, Yan, Shuainan, Lou, Hengrui, Yan, Pengchao, Zhang, Shunhuang, Li, Xuefeng, Ling, Yi, Huang, Xusheng & Pan, Yexin, Advances in Space Research, 74, 6309
6. A novel solar flare forecast model with deep convolution neural network and one-against-rest approach [5]
   Zhang, Shunhuang, Zheng, Yanfang, Li, Xuebao, Ye, Hongwei, Dong, Liang, Huang, Xusheng, Yan, Pengchao, Li, Xuefeng, Wei, Jinfang, Xiang, Changtian, Wang, Xiaotian & Pan, Yexin, Advances in Space Research, 74, 3467

2023

1. A novel short-term radio flux trend prediction model based on deep learning [0]
   Zheng, Yanfang, Ling, Yi, Li, Xuebao, Qin, Weishu, Dong, Liang, Huang, Xusheng, Li, Xuefeng, Yan, Pengchao, Yan, Shuainan, Lou, Hengrui & Ye, Hongwei, Astrophysics and Space Science, 368, 87
2. Comparative analysis of machine learning models for solar flare prediction [10]
   Zheng, Yanfang, Qin, Weishu, Li, Xuebao, Ling, Yi, Huang, Xusheng, Li, Xuefeng, Yan, Pengchao, Yan, Shuainan & Lou, Hengrui, Astrophysics and Space Science, 368, 53