Publications of Yang Chen

A list of publications authored or co-authored by Yang Chen, 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: 0000-0002-9516-8134

List of publications ordered by citations
Number of papers: 25 (refereed: 18)
No. of citations: 331
First author papers: 3 (refereed: 1)

2024

1. Uncovering the heterogeneity of a solar flare mechanism with mixture models [0]
   Do, Bach Viet, Chen, Yang, Nguyen, XuanLong & Manchester, Ward, IV, Frontiers in Astronomy and Space Sciences, 11, 1229092
2. Sparse Variational Contaminated Noise Gaussian Process Regression with Applications in Geomagnetic Perturbations Forecasting [1]
   Iong, Daniel, McAnear, Matthew, Qu, Yuezhou, Zou, Shasha, Toth, Gabor & Chen, Yang, arXiv:2402.17570
3. Sparse Variational Contaminated Noise Gaussian Process Regression with Applications in Geomagnetic Perturbations Forecasting [0]
   Iong, Daniel, McAnear, Matthew, Qu, Yuezhou, Zou, Shasha, Toth, Gabor & Chen, Yang, Data Science in Science, 3, 2383281
4. Six Maxims of Statistical Acumen for Astronomical Data Analysis [0]
   Tak, Hyungsuk, Chen, Yang, Kashyap, Vinay L., Mandel, Kaisey S., Meng, Xiao-Li, Siemiginowska, Aneta & van Dyk, David A., ApJS, 275, 30

2023

1. Data-Driven Approaches to Space Weather Prediction Problems [0]
   Chen, Yang, Data, Analysis and Software in Heliophysics (DASH) 2023, p. 39
2. Global Sensitivity Analysis and Uncertainty Quantification for Background Solar Wind Using the Alfvén Wave Solar Atmosphere Model [10]
   Jivani, Aniket, Sachdeva, Nishtha, Huang, Zhenguang, Chen, Yang, van der Holst, Bart, Manchester, Ward, Iong, Daniel, Chen, Hongfan, Zou, Shasha, Huan, Xun & Toth, Gabor, Space Weather, 21, e2022SW003262
3. Complete Global Total Electron Content Map Dataset based on a Video Imputation Algorithm VISTA [6]
   Sun, Hu, Chen, Yang, Zou, Shasha, Ren, Jiaen, Chang, Yurui, Wang, Zihan & Coster, Anthea, Scientific Data, 10, 236
4. Forecast Global Ionospheric TEC: Apply Modified U-Net on VISTA TEC Data Set [4]
   Wang, Zihan, Zou, Shasha, Sun, Hu & Chen, Yang, Space Weather, 21, e2023SW003494
5. Review of Solar Energetic Particle Prediction Models [65]
   Whitman, Kathryn, Egeland, Ricky, Richardson, Ian G., Allison, Clayton, Quinn, Philip, Barzilla, Janet, Kitiashvili, Irina, Sadykov, Viacheslav, Bain, Hazel M., Dierckxsens, Mark, Mays, M. Leila, Tadesse, Tilaye, Lee, Kerry T., Semones, Edward, Luhmann, Janet G., Núñez, Marlon, White, Stephen M., Kahler, Stephen W., Ling, Alan G., Smart, Don F., Shea, Margaret A., Tenishev, Valeriy, Boubrahimi, Soukaina F., Aydin, Berkay, Martens, Petrus, Angryk, Rafal, Marsh, Michael S., Dalla, Silvia, Crosby, Norma, Schwadron, Nathan A., Kozarev, Kamen, Gorby, Matthew, Young, Matthew A., Laurenza, Monica, Cliver, Edward W., Alberti, Tommaso, Stumpo, Mirko, Benella, Simone, Papaioannou, Athanasios, Anastasiadis, Anastasios, Sandberg, Ingmar, Georgoulis, Manolis K., Ji, Anli, Kempton, Dustin, Pandey, Chetraj, Li, Gang, Hu, Junxiang, Zank, Gary P., Lavasa, Eleni, Giannopoulos, Giorgos, Falconer, David, Kadadi, Yash, Fernandes, Ian, Dayeh, Maher A., Muñoz-Jaramillo, Andrés, Chatterjee, Subhamoy, Moreland, Kimberly D., Sokolov, Igor V., Roussev, Ilia I., Taktakishvili, Aleksandre, Effenberger, Frederic, Gombosi, Tamas, Huang, Zhenguang, Zhao, Lulu, Wijsen, Nicolas, Aran, Angels, Poedts, Stefaan, Kouloumvakos, Athanasios, Paassilta, Miikka, Vainio, Rami, Belov, Anatoly, Eroshenko, Eugenia A., Abunina, Maria A., Abunin, Artem A., Balch, Christopher C., Malandraki, Olga, Karavolos, Michalis, Heber, Bernd, Labrenz, Johannes, Kühl, Patrick, Kosovichev, Alexander G., Oria, Vincent, Nita, Gelu M., Illarionov, Egor, O'Keefe, Patrick M., Jiang, Yucheng, Fereira, Sheldon H., Ali, Aatiya, Paouris, Evangelos, Aminalragia-Giamini, Sigiava, Jiggens, Piers, Jin, Meng, Lee, Christina O., Palmerio, Erika, Bruno, Alessandro, Kasapis, Spiridon, Wang, Xiantong, Chen, Yang, Sanahuja, Blai, Lario, David, Jacobs, Carla, Strauss, Du Toit, Steyn, Ruhann, van den Berg, Jabus, Swalwell, Bill, Waterfall, Charlotte, Nedal, Mohamed, Miteva, Rositsa, Dechev, Momchil, Zucca, Pietro, Engell, Alec, Maze, Brianna, Farmer, Harold, Kerber, Thuha, Barnett, Ben, Loomis, Jeremy, Grey, Nathan, Thompson, Barbara J., Linker, Jon A., Caplan, Ronald M., Downs, Cooper, Török, Tibor, Lionello, Roberto, Titov, Viacheslav, Zhang, Ming & Hosseinzadeh, Pouya, Advances in Space Research, 72, 5161

2022

1. Incorporating Polar Field Data for Improved Solar Flare Prediction [1]
   Aktukmak, Mehmet, Sun, Zeyu, Bobra, Monica, Gombosi, Tamas, Manchester, Ward B., IV, Chen, Yang & Hero, Alfred, Frontiers in Astronomy and Space Sciences, 9, 409
2. New Findings from Explainable SYM-H Forecasting using Gradient Boosting Machines [1]
   Iong, Daniel, Chen, Yang, Toth, Gabor, Zou, Shasha, Pulkkinen, Tuija I., Ren, Jiaen, Camporeale, Enrico & Gombosi, Tamas I. I., essoar.10508063
3. New Findings From Explainable SYM-H Forecasting Using Gradient Boosting Machines [14]
   Iong, Daniel, Chen, Yang, Toth, Gabor, Zou, Shasha, Pulkkinen, Tuija, Ren, Jiaen, Camporeale, Enrico & Gombosi, Tamas, Space Weather, 20, e2021SW002928
4. Global Sensitivity Analysis and Uncertainty Quantification for Background Solar Wind using the Alfvén Wave Solar Atmosphere Model [0]
   Jivani, Aniket, Sachdeva, Nishtha, Huang, Zhenguang, Chen, Yang, van der Holst, Bart, Manchester, Ward, Iong, Daniel, Chen, Hongfan, Zou, Shasha, Huan, Xun & Toth, Gabor, essoar.10512216
5. Interpretable Machine Learning to Forecast SEP Events for Solar Cycle 23 [19]
   Kasapis, Spiridon, Zhao, Lulu, Chen, Yang, Wang, Xiantong, Bobra, Monica & Gombosi, Tamas, Space Weather, 20, e2021SW002842
6. Predicting Solar Flares Using CNN and LSTM on Two Solar Cycles of Active Region Data [32]
   Sun, Zeyu, Bobra, Monica G., Wang, Xiantong, Wang, Yu, Sun, Hu, Gombosi, Tamas, Chen, Yang & Hero, Alfred, ApJ, 931, 163

2021

1. TATTER: A hypothesis testing tool for multi-dimensional data [0]
   Farahi, A. & Chen, Y., Astronomy and Computing, 34, 100445
2. PoPE: A Population-based Approach to Model the Spatial Structure of Astronomical Systems [5]
   Farahi, Arya, Nagai, Daisuke & Chen, Yang, The Astronomical Journal, 161, 30
3. Concordance: In-flight Calibration of X-Ray Telescopes without Absolute References [11]
   Marshall, Herman L., Chen, Yang, Drake, Jeremy J., Guainazzi, Matteo, Kashyap, Vinay L., Meng, Xiao-Li, Plucinsky, Paul P., Ratzlaff, Peter, van Dyk, David A. & Wang, Xufei, The Astronomical Journal, 162, 254
4. Improved and Interpretable Solar Flare Predictions With Spatial and Topological Features of the Polarity Inversion Line Masked Magnetograms [12]
   Sun, Hu, Manchester, Ward & Chen, Yang, Space Weather, 19, e2021SW002837
5. Impact of Storm-Enhanced Density (SED) on Ion Upflow Fluxes During Geomagnetic Storm [5]
   Zou, Shasha, Ren, Jiaen, Wang, Zihan, Sun, Hu & Chen, Yang, Frontiers in Astronomy and Space Sciences, 8, 162

2020

1. Machine Learning Efforts on Solar Flare Predictions by UoM Team [0]
   Chen, Yang, essoar.10504901
2. Solar Flare Intensity Prediction With Machine Learning Models [32]
   Jiao, Zhenbang, Sun, Hu, Wang, Xiantong, Manchester, Ward, Gombosi, Tamas, Hero, Alfred & Chen, Yang, Space Weather, 18, e02440
3. Statistical Study of Ion Upflow and Downflow Observed by PFISR [3]
   Ren, Jiaen, Zou, Shasha, Lu, Jiayue, Giertych, Naomi, Chen, Yang, Varney, Roger H. & Reimer, Ashton S., Journal of Geophysical Research (Space Physics), 125, e28179
4. Predicting Solar Flares with Machine Learning: Investigating Solar Cycle Dependence [45]
   Wang, Xiantong, Chen, Yang, Toth, Gabor, Manchester, Ward B., Gombosi, Tamas I., Hero, Alfred O., Jiao, Zhenbang, Sun, Hu, Jin, Meng & Liu, Yang, ApJ, 895, 3

2019

1. Identifying Solar Flare Precursors Using Time Series of SDO/HMI Images and SHARP Parameters [65]
   Chen, Yang, Manchester, Ward B., Hero, Alfred O., Toth, Gabor, DuFumier, Benoit, Zhou, Tian, Wang, Xiantong, Zhu, Haonan, Sun, Zeyu & Gombosi, Tamas I., Space Weather, 17, 1404