Publications

Journal articles

A, Hu., M. Sisti., F.Fineli, F.Califano., J.Dargent., M.Faganello., E. Camporeale., J.Teunissen (2020). Identifying Magnetic Reconnection in 2D Hybrid Vlasov Maxwell Simulations with Convolutional Neural Networks. The Astrophysical Journal, 900(1), 86

A, Hu., Carter, B., Currie, J., Norman, R., Wu, S., & Zhang, K. (2020). A Deep Neural Network Model of Global Topside Electron Temperature Using Incoherent Scatter Radars and Its Application to GNSS Radio Occultation. Journal of Geophysical Research: Space Physics, 125, e2019JA027263. https://doi.org/10.1029/2019JA027263

A, Hu., Carter, B. A., Currie, J. L., Norman, R., Wu, S., Wang, X., & Zhang, K. ( 2019). Modeling of topside ionospheric vertical scale height based on ionospheric radio occultation measurements. Journal of Geophysical Research: Space Physics, 124, 4926– 4942 https://doi.org/10.1029/2018JA026280

A, Hu., Zhang, K. (2018). Using Bidirectional Long Short-Term Memory Method for the Height of F2 Peak Forecasting from Ionosonde Measurements in the Australian Region. Remote Sensing, 10(10), 1658.

A, Hu., Li, Z., Carter, B., Wu, S., Wang, X., Norman, R., Zhang, K. (2018). Helmert-VCE-aided fast-WTLS approach for global ionospheric VTEC modelling using data from GNSS, satellite altimetry and radio occultation. Journal of Geodesy, 1-12.

A, Hu., Wu, S., Wang, X., Wang, Y., Norman, R., He, C., … Zhang, K. (2018). Improvement of Reflection Detection Success Rate of GNSS RO Measurements Using Artificial Neural Network. IEEE Transactions on Geoscience and Remote Sensing, 56(2), 760-769

HU, Andong., WANG Jian, WANG Yunjia, LIU Chunyan, TAN Xinglong, LI Zengke . An Fusion Positioning for PDR and WiFi Based on Fading Adaptive Weighted EKF. Geomatics and Information Science of Wuhan University , 2016, 41(11): 1556-1562.

Wang, J., A, Hu., Li, X., Wang, Y. (2015). An Improved PDR/Magnetometer/Floor Map Integration Algorithm for Ubiquitous Positioning Using the Adaptive Unscented Kalman Filter. ISPRS International Journal of Geo-Information, 4(4), 2638-2659

Wang, J., A, Hu., Liu, C., Li, X. (2015). A Floor-Map-Aided WiFi/Pseudo-Odometry Integration Algorithm for an Indoor Positioning System. Sensors, 15(4), 7096-7124

He, C., Yang, Y., Carter, B., Zhang, K., A, Hu., Li, W., … & Wu, S. (2020). Impact of thermospheric mass density on the orbit prediction of LEO satellites. Space Weather, 18(1), e2019SW002336.

Li, W., Yue, J., Yang, Y., He, C., A, Hu., Zhang, K. (2018). Ionospheric and Thermospheric Responses to the Recent Strong Solar Flares on 6 September 2017. Journal of Geophysical Research: Space Physics, 123(10), 8865-8883

Conference Presentation

Andong Hu, Yan Wang, Suqin Wu, Kefei Zhang, Robert Norman and Timothy Kodikara (2016) “Using artificial neural network to improve the success rate of the detection of radio occultation reflection”, Poster presentation at 2016 IROWG-5, Graz, Austria.

Andong Hu, Brett Carter, Suqin Wu, Julie Currie, Kefei Zhang (2017). “Topside ionospheric electron temperatures from GPSRO using an Artificial Neural Network model”, Poster presentation at 2017 COSMIC & IROWG-6, Estes Park, U.S.

Andong Hu (2017). The generation of electron/ion temperature from RO measurements from ISR measurements, Oral presentation at Annual Meeting of Chinese Geoscience Union (CGU) (Excellent Paper Award, Bejing, China

Andong Hu, Brett Carter, Julie Currie, Kefei Zhang (2018), Oral Presentation at 18th-Australian Space Science Conference (ASRC), Gold Coast, Australia.

Andong Hu, Brett A. Carter, Julie Louise Currie, Enrico Camporeale, Jannis Teunissen, Robert Norman, and Kefei Zhang. “A Deep Neural Network Model of Global Topside Electron Temperature Modeling Using Incoherent Scatter Radars and Its Application to GPS Radio Occultation” AGUFM 2019 (2019): NG31A-0848.

Andong Hu, Jannis Teunissen, Manuela Sisti, Francesco Califano, Jérémy Dargent, Giorgio Pedrazzi, and Francesca Delli Ponti. “Using machine learning to identify magnetic reconnection in two-dimensional simulations” EGU 2020 (2020): EGU2020-12160 (oral).

Andong Hu, Manuela Sisti, Francesco Finelli, Francesco Califano, Matteo Faganello, Jérémy Dargent, Enrico Camporeale and Jannis Teunissen, “Identifying magnetic reconnection in 2D-HVM simulations with CNNs”, AGU 2020 (2020): NG006-01 (oral).