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2020 – today
- 2024
[j7]Yangkang Chen
, Omar M. Saad, Alexandros Savvaidis, Fangxue Zhang, Yunfeng Chen, Dino Huang, Huijian Li, Farzaneh Aziz Zanjani:
Deep Learning for P-Wave First-Motion Polarity Determination and Its Application in Focal Mechanism Inversion. IEEE Trans. Geosci. Remote. Sens. 62: 1-11 (2024)- [j6]Omar M. Saad, Islam Helmy, Mona Mohammed, Alexandros Savvaidis, Avigyan Chatterjee, Yangkang Chen:
Deep Learning Peak Ground Acceleration Prediction Using Single-Station Waveforms. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j5]Omar M. Saad, Alexandros Savvaidis, Yangkang Chen:
Transfer Learning for Seismic Phase Picking With Significantly Higher Precision in Faraway Seismic Stations. IEEE Trans. Geosci. Remote. Sens. 62: 1-12 (2024) - 2023
- [j4]Yangkang Chen, Alexandros Savvaidis, Sergey Fomel, Omar M. Saad, Yunfeng Chen:
RFloc3D: A Machine-Learning Method for 3-D Microseismic Source Location Using P- and S-Wave Arrivals. IEEE Trans. Geosci. Remote. Sens. 61: 1-10 (2023) - [j3]Omar M. Saad, Yunfeng Chen, Daniel Siervo, Fangxue Zhang, Alexandros Savvaidis, Guo-chin Dino Huang, Nadine Igonin, Sergey Fomel, Yangkang Chen:
EQCCT: A Production-Ready Earthquake Detection and Phase-Picking Method Using the Compact Convolutional Transformer. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - 2022
- [j2]Omar M. Saad, Yunfeng Chen, Daniel T. Trugman, M. Sami Soliman, Lotfy Samy, Alexandros Savvaidis, Mohamed Abdelaziz Khamis, Ali G. Hafez, Sergey Fomel, Yangkang Chen:
Machine Learning for Fast and Reliable Source-Location Estimation in Earthquake Early Warning. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j1]Omar M. Saad, Yunfeng Chen, Alexandros Savvaidis, Wei Chen, Fangxue Zhang, Yangkang Chen:
Unsupervised Deep Learning for Single-Channel Earthquake Data Denoising and Its Applications in Event Detection and Fully Automatic Location. IEEE Trans. Geosci. Remote. Sens. 60: 1-10 (2022)
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