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Omar M. Saad

Observed names: M. Saad, Omar, O. M. Saad, O. Saad, O.M. Saad, Omar M Saad, Omar Saad, Saad, Omar M., omar Saad
ORCID: 0000-0002-9989-8070
Observed ORCID: 0000-0002-9989-8070
OpenAlex ID: A5059397010
Deep denoising autoencoder for seismic random noise attenuation
2020 · Omar M. Saad, Yangkang Chen · Geophysics · 280
A fully unsupervised and highly generalized deep learning approach for random noise suppression
2020 · Omar M. Saad, Yangkang Chen · Geophysical Prospecting · 115
Unsupervised 3-D Random Noise Attenuation Using Deep Skip Autoencoder
2021 · Liuqing Yang, Shoudong Wang, et al. · IEEE Transactions on Geoscience and Remote Sensing · 100
Deep Learning Approach for Earthquake Parameters Classification in Earthquake Early Warning System
2020 · Omar M. Saad, Ali G. Hafez, et al. · IEEE Geoscience and Remote Sensing Letters · 93
Self-Attention Deep Image Prior Network for Unsupervised 3-D Seismic Data Enhancement
2021 · Omar M. Saad, Yapo Abole Serge Innocent Oboue, et al. · IEEE Transactions on Geoscience and Remote Sensing · 88
SCALODEEP: A Highly Generalized Deep Learning Framework for Real‐Time Earthquake Detection
2021 · Omar M. Saad, Guangtan Huang, et al. · Journal of Geophysical Research Solid Earth · 88
Residual Channel-attention (RCA) network for remote sensing image scene classification
2025 · Ahmed Gomaa, Omar M. Saad · Multimedia Tools and Applications · 86
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Real‐Time Earthquake Detection and Magnitude Estimation Using Vision Transformer
2022 · Omar M. Saad, Yunfeng Chen, et al. · Journal of Geophysical Research Solid Earth · 85
EQCCT: A Production-Ready Earthquake Detection and Phase-Picking Method Using the Compact Convolutional Transformer
2023 · Omar M. Saad, Yunfeng Chen, et al. · IEEE Transactions on Geoscience and Remote Sensing · 84
Unsupervised deep learning for 3D interpolation of highly incomplete data
2022 · Omar M. Saad, Sergey Fomel, et al. · Geophysics · 78
Denoising of distributed acoustic sensing data using supervised deep learning
2022 · Liuqing Yang, Sergey Fomel, et al. · Geophysics · 77
Earthquake Detection and P-Wave Arrival Time Picking Using Capsule Neural Network
2020 · Omar M. Saad, Yangkang Chen · IEEE Transactions on Geoscience and Remote Sensing · 72
Denoising of Distributed Acoustic Sensing Seismic Data Using an Integrated Framework
2022 · Yangkang Chen, Alexandros Savvaidis, et al. · Seismological Research Letters · 62
High-Fidelity Permeability and Porosity Prediction Using Deep Learning With the Self-Attention Mechanism
2022 · Liuqing Yang, Shoudong Wang, et al. · IEEE Transactions on Neural Networks and Learning Systems · 59
CapsPhase: Capsule Neural Network for Seismic Phase Classification and Picking
2021 · Omar M. Saad, Yangkang Chen · IEEE Transactions on Geoscience and Remote Sensing · 56
3D Microseismic Monitoring Using Machine Learning
2022 · Yangkang Chen, Omar M. Saad, et al. · Journal of Geophysical Research Solid Earth · 51
Porosity and permeability prediction using a transformer and periodic long short-term network
2022 · Liuqing Yang, Sergey Fomel, et al. · Geophysics · 48
Machine Learning for Fast and Reliable Source-Location Estimation in Earthquake Early Warning
2022 · Omar M. Saad, Yunfeng Chen, et al. · IEEE Geoscience and Remote Sensing Letters · 48
Unsupervised Deep Learning for Single-Channel Earthquake Data Denoising and Its Applications in Event Detection and Fully Automatic Location
2022 · Omar M. Saad, Yunfeng Chen, et al. · IEEE Transactions on Geoscience and Remote Sensing · 45
Automatic waveform-based source-location imaging using deep learning extracted microseismic signals
2020 · Omar M. Saad, Yangkang Chen · Geophysics · 43
Earthquake Forecasting Using Big Data and Artificial Intelligence: A 30-Week Real-Time Case Study in China
2023 · Omar M. Saad, Yunfeng Chen, et al. · Bulletin of the Seismological Society of America · 41
Self-Attention Fully Convolutional DenseNets for Automatic Salt Segmentation
2022 · Omar M. Saad, Wei Chen, et al. · IEEE Transactions on Neural Networks and Learning Systems · 40
A Survey of Machine Learning Techniques for Spam Filtering
2012 · Omar M. Saad, Aboul Ella Hassanien, et al. · 40
Uncovering the microseismic signals from noisy data for high-fidelity 3D source-location imaging using deep learning
2021 · Omar M. Saad, Min Bai, et al. · Geophysics · 38
Unsupervised deep-learning framework for 5D seismic denoising and interpolation
2024 · Omar M. Saad, Islam Helmy, et al. · Geophysics · 36
Works count: 135
Citation count: 2,702
H-index: 30
I10-index: 62
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