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Oleg Ovcharenko
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Deep learning for low-frequency extrapolation from multi-offset seismic data
O Ovcharenko, V Kazei, M Kalita, D Peter, TA Alkhalifah
GEOPHYSICS 84 (6), R1001-R1013, 2019
95*2019
A robust neural network-based approach for microseismic event detection
J Akram, O Ovcharenko, D Peter
SEG Technical Program Expanded Abstracts 2017, 2929-2933, 2017
342017
Low-frequency data extrapolation using a feed-forward ANN
O Ovcharenko, V Kazei, D Peter, X Zhang, T Alkhalifah
80th EAGE Conference and Exhibition 2018 2018 (1), 1-5, 2018
302018
Mapping full seismic waveforms to vertical velocity profiles by deep learning
V Kazei, O Ovcharenko, P Plotnitskii, D Peter, X Zhang, T Alkhalifah
Geophysics 86 (5), R711-R721, 2021
262021
Variance-based model interpolation for improved full-waveform inversion in the presence of salt bodies
O Ovcharenko, V Kazei, D Peter, T Alkhalifah
Geophysics 83 (5), R541-R551, 2018
23*2018
Neural network based low-frequency data extrapolation
O Ovcharenko, V Kazei, D Peter, T Alkhalifah
3rd SEG FWI workshop: What are we getting, 2017
202017
Style transfer for generation of realistically textured subsurface models
O Ovcharenko, V Kazei, D Peter, T Alkhalifah
SEG International Exposition and Annual Meeting, 2019
172019
Realistically textured random velocity models for deep learning applications
V Kazei, O Ovcharenko, T Alkhalifah, F Simons
81st EAGE Conference and Exhibition 2019 2019 (1), 1-5, 2019
172019
Extrapolating low-frequency prestack land data with deep learning
O Ovcharenko, V Kazei, P Plotnitskiy, D Peter, I Silvestrov, A Bakulin, ...
SEG Technical Program Expanded Abstracts 2020, 1546-1550, 2020
112020
Deep learning tomography by mapping full seismic waveforms to vertical velocity profiles
V Kazei, O Ovcharenko, P Plotnitskii, D Peter, X Zhang, T Alkhalifah
EAGE 2020 Annual Conference & Exhibition Online 2020 (1), 1-5, 2020
102020
Velocity model building by deep learning: From general synthetics to field data application
V Kazei, O Ovcharenko, T Alkhalifah
SEG Technical Program Expanded Abstracts 2020, 1561-1565, 2020
102020
Transfer learning for low frequency extrapolation from shot gathers for FWI applications
O Ovcharenko, V Kazei, D Peter, T Alkhalifah
81st EAGE Conference and Exhibition 2019 2019 (1), 1-5, 2019
92019
Mapping full seismic waveforms to vertical velocity profiles by deep learning
V Kazei, O Ovcharenko, P Plotnitskii, D Peter, X Zhang, TA Alkhalifah
Society of Exploration Geophysicists, submitted to Geophysics, 2020
82020
MLReal: Bridging the gap between training on synthetic data and real data applications in machine learning
T Alkhalifah, H Wang, O Ovcharenko
82nd EAGE Annual Conference & Exhibition 2021 (1), 1-5, 2021
72021
Feasibility of moment tensor inversion from a single borehole data using Artificial Neural Networks
O Ovcharenko, J Akram, D Peter
GEO Bahrain 2018 42212, 2018
72018
Mapping full seismic waveforms to vertical velocity profiles by deep learning: submitted to Geophysics
V Kazei, O Ovcharenko, P Plotnitskii, D Peter, X Zhang, TA Alkhalifah
52019
Elastic near-surface model estimation from full waveforms by deep learning
V Kazei, O Ovcharenko, P Plotnitskii, D Peter, I Silvestrov, A Bakulin, ...
SEG International Exposition and Annual Meeting, 2020
42020
Seismic model low wavenumber extrapolation by a deep convolutional neural network
P Plotnitskii, T Alkhalifah, O Ovcharenko, V Kazei
ASEG Extended Abstracts 2019 (1), 1-5, 2019
42019
Deep learning for seismic data reconstruction: opportunities and challenges
O Ovcharenko, S Hou
First EAGE Digitalization Conference and Exhibition 2020 (1), 1-5, 2020
32020
Variance-based salt body reconstruction
OO Ovcharenko, VV Kazei, D Peter, T Alkhalifah
79th EAGE Conference and Exhibition 2017 2017 (1), 1-5, 2017
32017
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Articles 1–20