Yasser Abduallah

20 papers B 1C 1Misc 3Journal 14Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Improving the Temporal Resolution of SOHO/MDI Magnetograms of Solar Active Regions Using a Deep Generative Model. CoRR Jialiang Li, Vasyl Yurchyshyn, Jason T. L. Wang, Haimin Wang, Yasser Abduallah, Khalid A. Alobaid, Chunhui Xu, Ruizhu Chen, Yan Xu
2025	J	`jnl`	Prediction of Geoeffective CMEs Using SOHO Images and Deep Learning. CoRR Khalid A. Alobaid, Jason T. L. Wang, Haimin Wang, Ju Jing, Yasser Abduallah, Zhenduo Wang, Hameedullah Farooki, Huseyin Cavus, Vasyl Yurchyshyn
2025	J	`jnl`	Prediction of Halo Coronal Mass Ejections Using SDO/HMI Vector Magnetic Data Products and a Transformer Model. CoRR Hongyang Zhang, Ju Jing, Jason T. L. Wang, Haimin Wang, Yasser Abduallah, Yan Xu, Khalid A. Alobaid, Hameedullah Farooki, Vasyl Yurchyshyn
2024	J	`jnl`	A transformer-based framework for predicting geomagnetic indices with uncertainty quantification. J. Intell. Inf. Syst. Yasser Abduallah, Jason T. L. Wang, Haimin Wang, Ju Jing
2024	Misc	`conf`	An Interpretable Transformer Model for Operational Flare Forecasting. FLAIRS Yasser Abduallah, Vinay Ram Gazula, Jason T. L. Wang
2024	B	`conf`	Interpretable Deep Learning for Solar Flare Prediction. ICTAI Vinay Ram Gazula, Katherine G. Herbert, Yasser Abduallah, Jason T. L. Wang
2024	J	`jnl`	Prediction of the SYM-H Index Using a Bayesian Deep Learning Method with Uncertainty Quantification. CoRR Yasser Abduallah, Khalid A. Alobaid, Jason T. L. Wang, Haimin Wang, Vania K. Jordanova, Vasyl Yurchyshyn, Huseyin Cavus, Ju Jing
2024	J	`jnl`	Super-Resolution of SOHO/MDI Magnetograms of Solar Active Regions Using SDO/HMI Data and an Attention-Aided Convolutional Neural Network. CoRR Chunhui Xu, Jason T. L. Wang, Haimin Wang, Haodi Jiang, Qin Li, Yasser Abduallah, Yan Xu
2023	J	`jnl`	Estimating Coronal Mass Ejection Mass and Kinetic Energy by Fusion of Multiple Deep-learning Models. CoRR Khalid A. Alobaid, Yasser Abduallah, Jason T. L. Wang, Haimin Wang, Shen Fan, Jialiang Li, Huseyin Cavus, Vasyl Yurchyshyn
2022	J	`jnl`	A Deep Learning Approach to Dst Index Prediction. CoRR Yasser Abduallah, Jason T. L. Wang, Prianka Bose, Genwei Zhang, Firas Gerges, Haimin Wang
2022	J	`jnl`	A Deep Learning Approach to Generating Photospheric Vector Magnetograms of Solar Active Regions for SOHO/MDI Using SDO/HMI and BBSO Data. CoRR Haodi Jiang, Qin Li, Zhihang Hu, Nian Liu, Yasser Abduallah, Ju Jing, Genwei Zhang, Yan Xu, Wynne Hsu, Jason T. L. Wang, Haimin Wang
2022	C	`conf`	A Transformer-Based Framework for Geomagnetic Activity Prediction. ISMIS Yasser Abduallah, Jason T. L. Wang, Chunhui Xu, Haimin Wang
2022	Misc	`conf`	Forecasting the Disturbance Storm Time Index with Bayesian Deep Learning. FLAIRS Yasser Abduallah, Jason T. L. Wang, Prianka Bose, Genwei Zhang, Firas Gerges, Haimin Wang
2022	J	`jnl`	Predicting Solar Energetic Particles Using SDO/HMI Vector Magnetic Data Products and a Bidirectional LSTM Network. CoRR Yasser Abduallah, Vania K. Jordanova, Hao Liu, Qin Li, Jason T. L. Wang, Haimin Wang
2021	J	`jnl`	Deep Learning Based Reconstruction of Total Solar Irradiance. CoRR Yasser Abduallah, Jason T. L. Wang, Yucong Shen, Khalid A. Alobaid, Serena Criscuoli, Haimin Wang
2021	Misc	`conf`	Reconstruction of Total Solar Irradiance by Deep Learning. FLAIRS Yasser Abduallah, Jason T. L. Wang, Yucong Shen, Khalid A. Alobaid, Serena Criscuoli, Haimin Wang
2020	J	`jnl`	DeepSun: Machine-Learning-as-a-Service for Solar Flare Prediction. CoRR Yasser Abduallah, Jason T. L. Wang, Yang Nie, Chang Liu, Haimin Wang
2019	J	`jnl`	New algorithms for inferring gene regulatory networks from time-series expression data on Apache Spark. Int. J. Big Data Intell. Yasser Abduallah, Jason T. L. Wang
2017	—	`conf`	A Time-Delayed Information-Theoretic Approach to the Reverse Engineering of Gene Regulatory Networks Using Apache Spark. DASC/PiCom/DataCom/CyberSciTech Yasser Abduallah, Jason T. L. Wang
2017	J	`jnl`	MapReduce Algorithms for Inferring Gene Regulatory Networks from Time-Series Microarray Data Using an Information-Theoretic Approach. CoRR Yasser Abduallah, Turki Turki, Kevin Byron, Zongxuan Du, Miguel Cervantes-Cervantes, Jason T. L. Wang