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Sergey Fomel

University of Texas at Austin

United States

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Research Interests

Deep Learning

Seismic Imaging

Bioacoustics

Signal Processing

Geomechanics

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Articles19

Collaborators2

Yangkang Chen

University of Texas at Austin

UNITED STATES

Zhicheng Geng

University of Texas at Austin

UNITED STATES

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Sergey Fomel

Professor

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Research Interests

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Articles19

Streaming prediction-error filters

Thousands of Induced Earthquakes per Month in West Texas Detected Using EQCCT

Protecting the weak signals in distributed acoustic sensing data processing using local orthogonalization: The FORGE data example

Deep learning with soft attention mechanism for small-scale ground roll attenuation

Streaming seismic attributes

Interpretable Unsupervised Learning Framework for Multidimensional Erratic and Random Noise Attenuation

Joint Reconstruction and Multiple Attenuation Using One-Step Randomized-Order Damped Rank Reduction Method

Salt3DNet: A Self-Supervised Learning Framework for 3-D Salt Segmentation

Warped-Mapping-Based Multigather Joint Prestack Q Estimation

Enhancing earthquake detection from distributed acoustic sensing data by coherency measure and moving-rank-reduction filtering

SLKNet: An attention-based deep-learning framework for downhole distributed acoustic sensing data denoising

Earthquake Forecasting Using Big Data and Artificial Intelligence: A 30-Week Real-Time Case Study in China

Deep-learning-based 3D fault detection for carbon capture and storage

Denoising distributed acoustic sensing data using unsupervised deep learning

High-Fidelity Permeability and Porosity Prediction Using Deep Learning With the Self-Attention Mechanism

Pyekfmm: A Python Package for 3D Fast-Marching-Based Travel-Time Calculation and its Applications in Seismology

3D true-amplitude elastic wave-vector decomposition in heterogeneous anisotropic media

Pyseistr: A Python Package for Structural Denoising and Interpolation of Multichannel Seismic Data

A deep learning framework for seismic facies classification

Collaborators2

Yangkang Chen

Zhicheng Geng

How do I reach out?