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Extraction of diffraction events from seismic data using deep learning based approachGo to Link

Kim, Sooyoon; Seol, Soon Jee; Byun, Joong moo; Park, Jiho; Oh, Seokmin

ArticleIssue Date2020CitationSEG Technical Program Expanded Abstracts, v.2020-October, pp 2840 - 2844
SCIESCOPUS
Extraction of diffractions from seismic data using convolutional U-net and transfer learningGo to Link

Kim, Sooyoon; Seol, Soon Jee; Byun, Joongmoo; Oh, Seokmin

ArticleIssue Date2022CitationGeophysics, v.87, no.2, pp V117 - V129PublisherSociety of Exploration Geophysicists
ESCIKCI
Improvement of Underground Cavity and Structure Detection Performance Through Machine Learning-based Diffraction Separation of GPR DataGo to Link

Kim, Sooyoon; Byun, Joongmoo

ArticleIssue Date2023Citation지구물리와 물리탐사, v.26, no.4, pp 171 - 184Publisher한국지구물리.물리탐사학회
SCIESCOPUS
Improving generalization performance of deep learning–based seismic data interpolationGo to Linkopen access

Park, Jiho; Kim, Sooyoon; Seol, Soon Jee; Byun, Joongmoo

ArticleIssue Date2025CitationGEOPHYSICAL PROSPECTING, v.73, no.5, pp 1534 - 1551PublisherWILEY
SCIESCOPUS
Machine learning-based time-lapse 1D seismic full-waveform inversion with efficient training data generation in a carbon capture and storage monitoringGo to Link

Kim, Sooyoon; Park, Jiho; Seol, Soon Jee; Byun, Joongmoo

ArticleIssue Date2024CitationGeoenergy Science and Engineering, v.238, pp 1 - 21PublisherELSEVIER
SCIESCOPUS
Near-offset gap trace extrapolation based on self-supervised learningGo to Link

Park, Jiho; Kim, Sooyoon; Seol, Soon Jee; Byun, Joongmoo

ArticleIssue Date2024CitationIEEE Transactions on Geoscience and Remote Sensing, v.62, pp 1 - 13PublisherInstitute of Electrical and Electronics Engineers
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