Haimin Wang

发表

Forecasting the Disturbance Storm Time Index with Bayesian Deep Learning

Firas Gerges, Prianka Bose, Yasser Abduallah, 2022, The International FLAIRS Conference Proceedings.

A Deep Learning Approach to Dst Index Prediction

Firas Gerges, Prianka Bose, Yasser Abduallah, 2022, ArXiv.

Predicting CME arrival time through data integration and ensemble learning

Khalid A. Alobaid, Yan Xu, V. Yurchyshyn, 2022, Frontiers in Astronomy and Space Sciences.

Solar Flare Index Prediction Using SDO/HMI Vector Magnetic Data Products with Statistical and Machine Learning Methods

Zuofeng Shang, J. Jing, J. T. Wang, 2022, 2209.13779.

Solar Flare Index Prediction Using SDO/HMI Vector Magnetic Data Products with Statistical and Machine-learning Methods

Zuofeng Shang, J. Jing, J. T. Wang, 2022, The Astrophysical Journal Supplement Series.

Identifying and Tracking Solar Magnetic Flux Elements with Deep Learning pdf

Haodi Jiang, Chang Liu, Jiasheng Wang, 2020, The Astrophysical Journal Supplement Series.

Inferring Vector Magnetic Fields from Stokes Profiles of GST/NIRIS Using a Convolutional Neural Network

Hao Liu, Chang Liu, Yan Xu, 2020, The Astrophysical Journal.

Inferring Line-of-sight Velocities and Doppler Widths from Stokes Profiles of GST/NIRIS Using Stacked Deep Neural Networks

W. Hsu, Yan Xu, K. Ahn, 2022, The Astrophysical Journal.

Generating Photospheric Vector Magnetograms of Solar Active Regions for SOHO/MDI Using SDO/HMI and BBSO Data with Deep Learning

Yan Xu, J. Jing, Zhihang Hu, 2022, Solar Physics.

2022 Review of Data-Driven Plasma Science

M. Salman Asif, B. V. Essen, R. Churchill, 2022, IEEE Transactions on Plasma Science.

Operational prediction of solar flares using a transformer-based framework

Yan Xu, Yasser Abduallah, J. T. Wang, 2023, Scientific reports.

A transformer-based framework for predicting geomagnetic indices with uncertainty quantification

Yasser Abduallah, Haimin Wang, Jason T. L. Wang, 2023, Journal of Intelligent Information Systems.

Super-Resolution of SOHO/MDI Magnetograms of Solar Active Regions Using SDO/HMI Data and an Attention-Aided Convolutional Neural Network

Yan Xu, Yasser Abduallah, Haimin Wang, 2024, Solar Physics.

A Machine Learning Approach to Understanding the Physical Properties of Magnetic Flux Ropes in the Solar Wind at 1 au

Yasser Abduallah, Haimin Wang, G. Bizos, 2023, The Astrophysical Journal.