Skip to content

Home Search Authors Pakistan News Saved

SciRah

SciRah does not host or store research papers. Results come live from free, official scholarly APIs, and every paper links back to its original source.

Data sources

OpenAlex
Semantic Scholar
Crossref
CORE
arXiv
PubMed

Privacy policy Terms of service

Sergey Fomel · SciRah

Researcher profile · Semantic Scholar

Sergey Fomel

The University of Texas at Austin

Share profile

Sergey Fomel — researcher profile on SciRah

ORCID iD 0000-0002-9024-5137Homepage

h-index: 66
Works: 501
Citations: 16K

Most-cited papers

FaultSeg3D: Using synthetic data sets to train an end-to-end convolutional neural network for 3D seismic fault segmentation
Xin-Ming Wu, Luming Liang, Yunzhi Shi, Sergey Fomel
2019Geophysics752 citations
Semantic Scholar
Building realistic structure models to train convolutional neural networks for seismic structural interpretation
Xin-Ming Wu, Z. Geng, Yunzhi Shi, N. Pham +2 more
2019Geophysics225 citations Open access
Semantic Scholar
SaltSeg: Automatic 3D salt segmentation using a deep convolutional neural network
Yunzhi Shi, Xin-Ming Wu, Sergey Fomel
2019Interpretation147 citations
Semantic Scholar
FaultNet3D: Predicting Fault Probabilities, Strikes, and Dips With a Single Convolutional Neural Network
Xin-Ming Wu, Yunzhi Shi, Sergey Fomel, Luming Liang +2 more
2019IEEE Transactions on Geoscience and Remote Sensing110 citations
Semantic Scholar
Seismic data interpolation using deep learning with generative adversarial networks
H. Kaur, N. Pham, Sergey Fomel
2020Geophysical Prospecting91 citations
Semantic Scholar
Deep learning for relative geologic time and seismic horizons
Z. Geng, Xin-Ming Wu, Yunzhi Shi, Sergey Fomel
2020Geophysics76 citations
Semantic Scholar
SCALODEEP: A Highly Generalized Deep Learning Framework for Real‐Time Earthquake Detection
O. Saad, Guang-Tan Huang, Yunfeng Chen, A. Savvaidis +3 more
2021Journal of Geophysical Research - Solid Earth65 citations
Semantic Scholar
Real‐Time Earthquake Detection and Magnitude Estimation Using Vision Transformer
O. Saad, Yun-Feng Chen, A. Savvaidis, Sergey Fomel +1 more
2022Journal of Geophysical Research - Solid Earth64 citations
Semantic Scholar
Improving the resolution of migrated images by approximating the inverse Hessian using deep learning
H. Kaur, N. Pham, Sergey Fomel
2020Geophysics63 citations Open access
Semantic Scholar
EQCCT: A Production-Ready Earthquake Detection and Phase-Picking Method Using the Compact Convolutional Transformer
O. Saad, Yun-Feng Chen, D. Siervo, Fang-Xue Zhang +5 more
2023IEEE Transactions on Geoscience and Remote Sensing62 citations
Semantic Scholar
Multitask learning for local seismic image processing: fault detection, structure-oriented smoothing with edge-preserving, and seismic normal estimation by using a single convolutional neural network
Xin-Ming Wu, Luming Liang, Yunzhi Shi, Z. Geng +1 more
2019Geophysical Journal International62 citations
Semantic Scholar
Seismic ground‐roll noise attenuation using deep learning
H. Kaur, Sergey Fomel, N. Pham
2020Geophysical Prospecting58 citations
Semantic Scholar
Denoising of Distributed Acoustic Sensing Seismic Data Using an Integrated Framework
Yang Chen, A. Savvaidis, Sergey Fomel, Yun-Feng Chen +5 more
2022Seismological Research Letters57 citations
Semantic Scholar
Unsupervised deep learning for 3D interpolation of highly incomplete data
O. Saad, Sergey Fomel, R. Abma, Yang-Kang Chen
2022Geophysics57 citations
Semantic Scholar
Deep learning for velocity model building with common-image gather volumes
Z. Geng, Ze-Yu Zhao, Yunzhi Shi, Xin-Ming Wu +2 more
2021Geophysical Journal International52 citations
Semantic Scholar
Waveform embedding: Automatic horizon picking with unsupervised deep learning
Yunzhi Shi, Xin-Ming Wu, Sergey Fomel
202049 citations
Semantic Scholar
Denoising of distributed acoustic sensing (DAS) data using supervised deep learning
Liu-Qing Yang, Sergey Fomel, Shou-Dong Wang, Xiao-Hong Chen +3 more
2022Geophysics48 citations
Semantic Scholar
Porosity and permeability prediction using transformer and periodic long short-term network
Liu-Qing Yang, Sergey Fomel, Shou-Dong Wang, Xiao-Hui Chen +3 more
2022Geophysics44 citations
Semantic Scholar
Machine Learning for Fast and Reliable Source-Location Estimation in Earthquake Early Warning
O. Saad, Yunfeng Chen, D. Trugman, M. S. Soliman +6 more
2022IEEE Geoscience and Remote Sensing Letters43 citations
Semantic Scholar
High-Fidelity Permeability and Porosity Prediction Using Deep Learning With the Self-Attention Mechanism
Liu-Qing Yang, Shou-Dong Wang, Xiao-Hui Chen, Wei Chen +6 more
2022IEEE Transactions on Neural Networks and Learning Systems42 citations
Semantic Scholar
Earthquake Forecasting Using Big Data and Artificial Intelligence: A 30-Week Real-Time Case Study in China
O. Saad, Yun-Feng Chen, A. Savvaidis, Sergey Fomel +7 more
2023Bulletin of The Seismological Society of America (BSSA)35 citations
Semantic Scholar
A Matlab code package for 2D/3D local slope estimation and structural filtering
Hang Wang, Yunfeng Chen, O. Saad, Wei Chen +4 more
2022Geophysics29 citations
Semantic Scholar
3D Microseismic Monitoring Using Machine Learning
Yangkang Zhang, O. Saad, A. Savvaidis, Yun-Feng Chen +1 more
2022Journal of Geophysical Research - Solid Earth29 citations
Semantic Scholar
Missing log data interpolation and semiautomatic seismic well ties using data matching techniques
Sean Bader, Xin-Ming Wu, Sergey Fomel
2019Interpretation27 citations
Semantic Scholar
Relative geologic time estimation using a deep convolutional neural network
Z. Geng, Xin-Ming Wu, Yunzhi Shi, Sergey Fomel
2019SEG technical program expanded abstracts26 citations
Semantic Scholar
A deep learning framework for seismic facies classification
H. Kaur, N. Pham, Sergey Fomel, Z. Geng +5 more
2021First International Meeting for Applied Geoscience & Energy Expanded Abstracts25 citations
Semantic Scholar
RFloc3D: A Machine-Learning Method for 3-D Microseismic Source Location Using P- and S-Wave Arrivals
Yang-Kang Chen, A. Savvaidis, Sergey Fomel, O. Saad +1 more
2023IEEE Transactions on Geoscience and Remote Sensing24 citations
Semantic Scholar
Denoising distributed acoustic sensing (DAS) data using unsupervised deep learning
Liu-Qing Yang, Sergey Fomel, Shou-Dong Wang, Xiao-Hong Chen +1 more
2023Geophysics20 citations
Semantic Scholar
Least-squares path-summation diffraction imaging using sparsity constraints
Dmitrii Merzlikin, Sergey Fomel, Mrinal K. Sen
2019Geophysics20 citations Open access
Semantic Scholar
Streaming prediction-error filters
Sergey Fomel, J. Claerbout
2024Geophysics19 citations
Semantic Scholar
Pyekfmm: A Python Package for 3D Fast-Marching-Based Travel-Time Calculation and its Applications in Seismology
Yang-Kang Chen, Yun-Feng Chen, Sergey Fomel, A. Savvaidis +2 more
2023Seismological Research Letters17 citations
Semantic Scholar
Deep learning for local seismic image processing: Fault detection, structure-oriented smoothing with edge-preserving, and slope estimation by using a single convolutional neural network
Xin-Ming Wu, Luming Liang, Yunzhi Shi, Z. Geng +1 more
2019SEG technical program expanded abstracts17 citations
Semantic Scholar
Deep learning based 3D fault detection for carbon capture and storage (CCS)
H. Kaur, Qie Zhang, Philipp A. Witte, Luming Liang +2 more
2023Geophysics16 citations
Semantic Scholar
Seismic data augmentation for automatic fault picking using deep learning
N. Pham, Sergey Fomel
2022Geophysical Prospecting16 citations
Semantic Scholar
Relative time seislet transform
Z. Geng, Xin-Ming Wu, Sergey Fomel, Yangkang Zhang
202016 citations
Semantic Scholar
Generalized velocity approximation
A. Stovas, Sergey Fomel
2019Geophysics16 citations
Semantic Scholar
Ground Roll Attenuation Using Generative Adversarial Network
H. Kaur, Sergey Fomel, N. Pham
201981st EAGE Conference and Exhibition 201916 citations
Semantic Scholar
The Slope-Attribute-Regularized High-Resolution Prestack Seismic Inversion
Guang-Tan Huang, Xiao-Hong Chen, Jingye Li, O. Saad +4 more
2021Surveys in geophysics15 citations
Semantic Scholar
5D dealiased seismic data interpolation using nonstationary prediction-error filter
Yangkang Zhang, Sergey Fomel, Hang Wang, S. Zu
2021Geophysics15 citations
Semantic Scholar
A Fast Algorithm for Elastic Wave‐Mode Separation Using Deep Learning With Generative Adversarial Networks (GANs)
H. Kaur, Sergey Fomel, N. Pham
202115 citations Open access
Semantic Scholar
Semi-Supervised Salt Segmentation Using Mean Teacher
Z. Geng, Zhanxuan Hu, Xin-Ming Wu, Luming Liang +1 more
2022Interpretation14 citations
Semantic Scholar
Nonstationary local signal-and-noise orthogonalization
Yangkang Zhang, Sergey Fomel
2021Geophysics14 citations
Semantic Scholar
SLKNet: An Attention-based Deep Learning Framework for Downhole Distributed Acoustic Sensing Data Denoising
Liu-Qing Yang, Sergey Fomel, Shou-Dong Wang, Xiao-Hong Chen +2 more
2023Geophysics13 citations
Semantic Scholar
Interactively tracking seismic geobodies with a deep-learning flood-filling network
Yunzhi Shi, Xin-Ming Wu, Sergey Fomel
2021Geophysics13 citations
Semantic Scholar
Overcoming numerical dispersion of finite-difference wave extrapolation using deep learning
H. Kaur, Sergey Fomel, N. Pham
2019SEG technical program expanded abstracts13 citations
Semantic Scholar
Pyseistr: A Python Package for Structural Denoising and Interpolation of Multichannel Seismic Data
Yang Chen, A. Savvaidis, Sergey Fomel, Yun-Feng Chen +4 more
2023Seismological Research Letters12 citations
Semantic Scholar
Deep learning with soft attention mechanism for small-scale ground roll attenuation
Liu Yang, Sergey Fomel, Shou-Dong Wang, Xiao-Hong Chen +1 more
2023Geophysics12 citations
Semantic Scholar
Deep learning parameterization for geophysical inverse problems
Yunzhi Shi, Xin-Ming Wu, Sergey Fomel
202012 citations
Semantic Scholar
Robust local slope estimation by deep learning
S. Zu, Junjie Cao, Sergey Fomel, Liu Yang +2 more
2022Geophysical Prospecting11 citations
Semantic Scholar
Uncertainty estimation using Bayesian convolutional neural network for automatic channel detection
N. Pham, Sergey Fomel
202011 citations
Semantic Scholar

Frequent co-authors

Invite them to SciRah by sharing their profile.

O. Saad×17
Invite
O. Saad — researcher profile on SciRah
Xin-Ming Wu×15
Invite
Xin-Ming Wu — researcher profile on SciRah
Yunzhi Shi×12
Invite
Yunzhi Shi — researcher profile on SciRah
N. Pham×12
Invite
N. Pham — researcher profile on SciRah

×10

Invite

Z. Geng — researcher profile on SciRah

A. Savvaidis×9

Invite

A. Savvaidis — researcher profile on SciRah

Yun-Feng Chen×9

Invite

Yun-Feng Chen — researcher profile on SciRah

Invite

H. Kaur — researcher profile on SciRah

Yangkang Zhang×7

Invite

Yangkang Zhang — researcher profile on SciRah

Liu-Qing Yang×7

Invite

Liu-Qing Yang — researcher profile on SciRah

Luming Liang×6

Invite

Luming Liang — researcher profile on SciRah

Shou-Dong Wang×6

Invite

Shou-Dong Wang — researcher profile on SciRah