| Deep denoising autoencoder for seismic random noise attenuation OM Saad, Y Chen Geophysics 85 (4), V367-V376, 2020 | 238 | 2020 |
| A fully unsupervised and highly generalized deep learning approach for random noise suppression OM Saad, Y Chen Geophysical Prospecting 69 (4), 709-726, 2021 | 80 | 2021 |
| Unsupervised 3-D random noise attenuation using deep skip autoencoder L Yang, S Wang, X Chen, OM Saad, W Chen, YASI Oboue, Y Chen IEEE Transactions on Geoscience and Remote Sensing 60, 1-16, 2021 | 73 | 2021 |
| Deep learning approach for earthquake parameters classification in earthquake early warning system OM Saad, AG Hafez, MS Soliman IEEE Geoscience and Remote Sensing Letters 18 (7), 1293-1297, 2020 | 72 | 2020 |
| Scalodeep: A highly generalized deep learning framework for real‐time earthquake detection OM Saad, G Huang, Y Chen, A Savvaidis, S Fomel, N Pham, Y Chen Journal of Geophysical Research: Solid Earth 126 (4), e2020JB021473, 2021 | 63 | 2021 |
| Self-attention deep image prior network for unsupervised 3-D seismic data enhancement OM Saad, YASI Oboue, M Bai, L Samy, L Yang, Y Chen IEEE Transactions on Geoscience and Remote Sensing 60, 1-14, 2021 | 61 | 2021 |
| Earthquake detection and P-wave arrival time picking using capsule neural network OM Saad, Y Chen IEEE Transactions on Geoscience and Remote Sensing 59 (7), 6234-6243, 2020 | 52 | 2020 |
| CapsPhase: Capsule Neural Network for Seismic Phase Classification and Picking OM Saad, Y Chen IEEE Transactions on Geoscience and Remote Sensing, 2021 | 44 | 2021 |
| Automatic waveform-based source-location imaging using deep learning extracted microseismic signals OM Saad, Y Chen Geophysics 85 (6), KS171-KS183, 2020 | 40 | 2020 |
| Unsupervised deep learning for 3D interpolation of highly incomplete data OM Saad, S Fomel, R Abma, Y Chen Geophysics 88 (1), WA189-WA200, 2023 | 38 | 2023 |
| Denoising of distributed acoustic sensing data using supervised deep learning L Yang, S Fomel, S Wang, X Chen, W Chen, OM Saad, Y Chen Geophysics 88 (1), WA91-WA104, 2023 | 34 | 2023 |
| Real‐time earthquake detection and magnitude estimation using vision transformer OM Saad, Y Chen, A Savvaidis, S Fomel, Y Chen Journal of Geophysical Research: Solid Earth 127 (5), e2021JB023657, 2022 | 34 | 2022 |
| 3D microseismic monitoring using machine learning Y Chen, OM Saad, A Savvaidis, Y Chen, S Fomel Journal of Geophysical Research: Solid Earth 127 (3), e2021JB023842, 2022 | 33 | 2022 |
| Automatic arrival time detection for earthquakes based on stacked denoising autoencoder OM Saad, K Inoue, A Shalaby, L Samy, MS Sayed IEEE Geoscience and Remote Sensing Letters 15 (11), 1687-1691, 2018 | 33 | 2018 |
| Automatic arrival time detection for earthquakes based on Modified Laplacian of Gaussian filter OM Saad, A Shalaby, L Samy, MS Sayed Computers & Geosciences 113, 43-53, 2018 | 28 | 2018 |
| Denoising of distributed acoustic sensing seismic data using an integrated framework Y Chen, A Savvaidis, S Fomel, Y Chen, OM Saad, H Wang, YASI Oboué, ... Seismological Society of America 94 (1), 457-472, 2023 | 26 | 2023 |
| High-fidelity permeability and porosity prediction using deep learning with the self-attention mechanism L Yang, S Wang, X Chen, W Chen, OM Saad, X Zhou, N Pham, Z Geng, ... IEEE Transactions on Neural Networks and Learning Systems 34 (7), 3429-3443, 2022 | 25 | 2022 |
| Machine learning for fast and reliable source-location estimation in earthquake early warning OM Saad, Y Chen, D Trugman, MS Soliman, L Samy, A Savvaidis, ... IEEE Geoscience and Remote Sensing Letters 19, 1-5, 2022 | 25 | 2022 |
| EQCCT: A production-ready earthquake detection and phase-picking method using the compact convolutional transformer OM Saad, Y Chen, D Siervo, F Zhang, A Savvaidis, GD Huang, N Igonin, ... IEEE Transactions on Geoscience and Remote Sensing 61, 1-15, 2023 | 23 | 2023 |
| Unsupervised deep learning for single-channel earthquake data denoising and its applications in event detection and fully automatic location OM Saad, Y Chen, A Savvaidis, W Chen, F Zhang, Y Chen IEEE Transactions on Geoscience and Remote Sensing 60, 1-10, 2022 | 22 | 2022 |
Yangkang ChenJackson School of Geosciences, Bureau of Economic Geology, The University of Texas at AustinVerified email at utexas.edu
