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Sergey Fomel

university of science & technology of china, cas

67H-index
538Paper Count
1.7WCitation Count
Published Papers 127
Publication Date
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Simultaneous Off-the-Grid Deblending and Data Reconstruction via Unsupervised Deep Learning
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2025-01-01
err0
PREAI
errLi, Chao; Liu, Guochang; Wang, Zhiyong; Li, Zhichao; Fomel, Sergey; Chen, Yangkang
errShare
errSave
Robust Bidirectional Q-Compensated Denoising for Seismic Data With Adaptive Structural Regularization
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2025-01-01
err0
PREAI
errLi, Chao; Liu, Guochang; Yang, Liuqing; Fomel, Sergey; Chen, Yangkang
errShare
errSave
Streaming prediction-error filters
errGEOPHYSICS
IF3.2
err2024-07-29
err1
PREAI
errFomel, Sergey; Claerbout, Jon
errShare
errSave
Protecting the weak signals in distributed acoustic sensing data processing using local orthogonalization: The FORGE data example
errGEOPHYSICS
IF3.2
err2024-01-29
err0
PREAI
errOboue, Yapo Abole Serge Innocent; Chen, Yunfeng; Fomel, Sergey; Chen, Yangkang
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errSave
Salt3DNet: A Self-Supervised Learning Framework for 3-D Salt Segmentation
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2024-01-01
err3
PREAI
errYang, Liuqing; Fomel, Sergey; Wang, Shoudong; Chen, Xiaohong; Saad, Omar M.; Chen, Yangkang
errShare
errSave
Joint Reconstruction and Multiple Attenuation Using One-Step Randomized-Order Damped Rank Reduction Method
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2024-01-01
err3
PREAI
errLi, Chao; Liu, Guochang; Chen, Xiaohong; Li, Zhichao; Fomel, Sergey; Chen, Yangkang
errShare
errSave
Interpretable Unsupervised Learning Framework for Multidimensional Erratic and Random Noise Attenuation
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2024-01-01
err1
PREAI
errYang, Liuqing; Fomel, Sergey; Wang, Shoudong; Chen, Xiaohong; Sun, Yaoguang; Chen, Yangkang
errShare
errSave
Warped-Mapping-Based Multigather Joint Prestack Q Estimation
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2024-01-01
err4
PREAI
errLi, Chao; Liu, Guochang; Chen, Xiaohong; Wang, Zhiyong; Fomel, Sergey; Chen, Yangkang
errShare
errSave
Streaming seismic attributes
errGEOPHYSICS
IF3.2
err2023-12-05
err2
PREAI
errGeng, Zhicheng; Fomel, Sergey; Liu, Yang; Wang, Qinghan; Zheng, Zhisheng; Chen, Yangkang
errShare
errSave
Deep learning with soft attention mechanism for small-scale ground roll attenuation
errGEOPHYSICS
IF3.2
err2023-11-30
err4
PREAI
errYang, Liuqing; Fomel, Sergey; Wang, Shoudong; Chen, Xiaohong; Chen, Yangkang
errShare
errSave
SLKNet: An attention-based deep-learning framework for downhole distributed acoustic sensing data denoising
errGEOPHYSICS
IF3.2
err2023-09-05
err8
PREAI
errYang, Liuqing; Fomel, Sergey; Wang, Shoudong; Chen, Xiaohong; Chen, Yunfeng; Chen, Yangkang
errShare
errSave
Deep-learning-based 3D fault detection for carbon capture and storage
errGEOPHYSICS
IF3.2
err2023-07-01
err13
PREAI
errKaur, Harpreet; Zhang, Qie; Witte, Philipp; Liang, Luming; Wu, Long; Fomel, Sergey
errShare
errSave
High-Fidelity Permeability and Porosity Prediction Using Deep Learning With the Self-Attention Mechanism
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2023-07-01
err24
PREAI
errYang, Liuqing; Wang, Shoudong; Chen, Xiaohong; Chen, Wei; Saad, Omar M.; Zhou, Xu; Nam Pham; Geng, Zhicheng; Fomel, Sergey; Chen, Yangkang
errShare
errSave
Denoising distributed acoustic sensing data using unsupervised deep learning
errGEOPHYSICS
IF3.2
err2023-07-01
err9
PREAI
errYang, Liuqing; Fomel, Sergey; Wang, Shoudong; Chen, Xiaohong; Chen, Yangkang
errShare
errSave
Enhancing earthquake detection from distributed acoustic sensing data by coherency measure and moving-rank-reduction filtering
errGEOPHYSICS
IF3.2
err2023-06-21
err9
PREAI
errChen, Yangkang; Savvaidis, Alexandros; Chen, Yunfeng; Saad, Omar M.; Fomel, Sergey
errShare
errSave
3D true-amplitude elastic wave-vector decomposition in heterogeneous anisotropic media
errGEOPHYSICS
IF3.2
err2023-04-04
err1
PREAI
errChen, Yangkang; Fomel, Sergey
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errSave
Advances in mathematical geophysics - Introduction
errGEOPHYSICS
IF3.2
err2023-01-31
err0
PREAI
errMa, Jianwei; Cheng, Qiuming; Fomel, Sergey; Sacchi, Mauricio; Wu, Ru-Shan; Liu, Yike; Li, Yunyue Elita
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errSave
Automated hyperparameter optimization for simulating boundary conditions for acoustic and elastic wave propagation using deep learning
errGEOPHYSICS
IF3.2
err2023-01-05
err2
PREAI
errKaur, Harpreet; Fomel, Sergey; Pham, Nam
errShare
errSave
Porosity and permeability prediction using a transformer and periodic long short-term network
errGEOPHYSICS
IF3.2
err2023-01-05
err24
PREAI
errYang, Liuqing; Fomel, Sergey; Wang, Shoudong; Chen, Xiaohong; Chen, Wei; Saad, Omar M.; Chen, Yangkang
errShare
errSave
RFloc3D: A Machine-Learning Method for 3-D Microseismic Source Location Using P- and S-Wave Arrivals
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2023-01-01
err11
PREAI
errChen, Yangkang; Savvaidis, Alexandros; Fomel, Sergey; Saad, Omar M.; Chen, Yunfeng
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
Y
Yangkang Chen
H-index: 70 · Papers: 411
J
James A. Sethian
H-index: 66 · Papers: 239
L
Long Jin
H-index: 60 · Papers: 580
Q
Qiuming Cheng
H-index: 58 · Papers: 391
J
Jeannot Trampert
H-index: 54 · Papers: 309
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