Oleg Ovcharenko

Deep learning for low-frequency extrapolation from multioffset seismic data

Oleg Ovcharenko, Vladimir Kazei, Mahesh Kalita et al. · Geophysics · 2019 · 172 citations

Data Augmentation, Convolutional Neural Network, Engineering +12

Mapping full seismic waveforms to vertical velocity profiles by deep learning

Vladimir Kazei, Oleg Ovcharenko, Pavel Plotnitskii et al. · Geophysics · 2021 · 113 citations · Full text

Multi-Task Learning for Low-Frequency Extrapolation and Elastic Model Building From Seismic Data

Oleg Ovcharenko, Vladimir Kazei, Tariq Alkhalifah et al. · IEEE Transactions on Geoscience and Remote Sensing · 2022 · 63 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +18

MLReal: Bridging the gap between training on synthetic data and real data applications in machine learning

Tariq Alkhalifah, Hanchen Wang, Oleg Ovcharenko · Artificial Intelligence in Geosciences · 2022 · 61 citations · Full text

Low-Frequency Data Extrapolation Using a Feed-Forward ANN

Oleg Ovcharenko, Vladimir Kazei, Daniel Peter et al. · Proceedings · 2018 · 37 citations

Data Generation, Statistical Signal Processing, Ocean Acoustics +13