Sergey Fomel

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 13

Top Topics

Unsupervised Learning

Reduction Method

Location Estimation

Convolutional Neural Network

Top Venues

IEEE Trans. Geosci. Remote. Sens.

IEEE Geosci. Remote. Sens. Lett.

IEEE Trans. Neural Networks Learn. Syst.

Comput. Geosci.

Publications

Liuqing Yang, Sergey Fomel, Shoudong Wang, Xiaohong Chen, Yaoguang Sun, Yangkang Chen
Interpretable Unsupervised Learning Framework for Multidimensional Erratic and Random Noise Attenuation. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Yapo Abolé Serge Innocent Oboué, Yunfeng Chen, Sergey Fomel, Wei Zhong, Yangkang Chen
An advanced median filter for improving the signal-to-noise ratio of seismological datasets. Comput. Geosci. 182 (2024)
Chao Li, Guochang Liu, Xiaohong Chen, Zhichao Li, Sergey Fomel, Yangkang Chen
Joint Reconstruction and Multiple Attenuation Using One-Step Randomized-Order Damped Rank Reduction Method. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Chao Li, Guochang Liu, Xiaohong Chen, Zhiyong Wang, Sergey Fomel, Yangkang Chen
Warped-Mapping-Based Multigather Joint Prestack Q Estimation. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Liuqing Yang, Sergey Fomel, Shoudong Wang, Xiaohong Chen, Omar M. Saad, Yangkang Chen
Salt3DNet: A Self-Supervised Learning Framework for 3-D Salt Segmentation. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
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 (2023)
Liuqing Yang, Shoudong Wang, Xiaohong Chen, Wei Chen, Omar M. Saad, Xu Zhou, Nam Pham, Zhicheng Geng, Sergey Fomel, Yangkang Chen
High-Fidelity Permeability and Porosity Prediction Using Deep Learning With the Self-Attention Mechanism. IEEE Trans. Neural Networks Learn. Syst. 34 (7) (2023)
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 (2023)
Hang Wang, Yunfeng Chen, Yapo Abolé Serge Innocent Oboué, Ray Abma, Zhicheng Geng, Sergey Fomel, Yangkang Chen
Simultaneous Reconstruction and Denoising of Extremely Sparse 5-D Seismic Data by a Simple and Effective Method. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Omar M. Saad, Yunfeng Chen, Daniel T. Trugman, M. Sami Soliman, Lotfy Samy, Alexandros Savvaidis, Mohamed A. 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 (2022)
Zhicheng Geng, Yangkang Chen, Sergey Fomel, Luming Liang
LOUD: Local Orthogonalization-Constrained Unsupervised Deep-Learning Denoiser. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Xinming Wu, Yunzhi Shi, Sergey Fomel, Luming Liang, Qie Zhang, Anar Z. Yusifov
FaultNet3D: Predicting Fault Probabilities, Strikes, and Dips With a Single Convolutional Neural Network. IEEE Trans. Geosci. Remote. Sens. 57 (11) (2019)
Ghassan AlRegib, Sergey Fomel, Renato R. Lopes
Subsurface Exploration: Recent Advances in Geo-Signal Processing, Interpretation, and Learning [From the Guest Editors]. IEEE Signal Process. Mag. 35 (2) (2018)
Sergey Fomel
Reproducible Research as a Community Effort: Lessons from the Madagascar Project. Comput. Sci. Eng. 17 (1) (2015)
Jack Poulson, Björn Engquist, Sergey Fomel, Siwei Li, Lexing Ying
A parallel sweeping preconditioner for high frequency heterogeneous 3D Helmholtz equations CoRR (2012)
Sergey Fomel, Songting Luo, Hongkai Zhao
Fast sweeping method for the factored eikonal equation. J. Comput. Phys. 228 (17) (2009)
Lexing Ying, Sergey Fomel
Fast Computation of Partial Fourier Transforms. Multiscale Model. Simul. 8 (1) (2009)
Sergey Fomel, Jon F. Claerbout
Guest Editors' Introduction: Reproducible Research. Comput. Sci. Eng. 11 (1) (2009)
Sergey Fomel, Gilles Hennenfent
Reproducible Computational Experiments using Scons. ICASSP (4) (2007)