Extraction of diffractions from seismic data using convolutional U-net and transfer learning S Kim, SJ Seol, J Byun, S Oh Geophysics 87 (2), V117-V129, 2022 | 18 | 2022 |
Acoustic full-waveform inversion using Adam optimizer S Kim, W Chung, S Shin Geophysics and Geophysical Exploration 22 (4), 202-209, 2019 | 9 | 2019 |
Extraction of diffraction events from seismic data using deep learning-based approach S Kim, SJ Seol, J Byun, J Park, S Oh SEG Technical Program Expanded Abstracts 2020, 2840-2844, 2020 | 7 | 2020 |
Machine learning-based time-lapse 1D seismic full-waveform inversion with efficient training data generation in a carbon capture and storage monitoring S Kim, J Park, SJ Seol, J Byun Geoenergy Science and Engineering 238, 212852, 2024 | 2 | 2024 |
Near-offset gap trace extrapolation based on self-supervised learning J Park, S Kim, SJ Seol, J Byun IEEE Transactions on Geoscience and Remote Sensing, 2024 | | 2024 |
Improvement of underground cavity and structure detection performance through machine learning-based diffraction separation of GPR data S Kim, J Byun Geophysics and Geophysical Exploration 26 (4), 171-184, 2023 | | 2023 |
Machine learning-based attenuation of steeply dipping events of seismic reflection image beneath the Korean Peninsula Y Song, J Byun, S Kim, Y Choi, S Bae EGU General Assembly 2022, 2022 | | 2022 |
Seismic full-waveform inversion using decomposed P-wavefield S Kim, W Chung, S Shin, D Lee Journal of Seismic Exploration 29 (3), 201-224, 2020 | | 2020 |
Optimal Inversion Parameters for Full Waveform Inversion using OBS Data Set S Kim, W Chung, S Shin, D Kim, D Lee AGU Fall Meeting 2017, S13A-0621, 2017 | | 2017 |