발행물

전체 논문

231

1

Deep Neural Network-Based Interpretation of Frequency-Domain Electromagnetic Data: Dual Output of 2D Resistivity Models and Electromagnetic Data
변중무
GEOPHYSICS, 202504

2

Improving generalization performance of deep learning?based seismic data interpolation
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GEOPHYSICAL PROSPECTING, 202504

3

Transfer Learning-Based Seismic Phase Detection Algorithm for Distributed Acoustic Sensing Microseismic Data
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IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 202409

4

Three-dimensional inversion of controlled-source electromagnetic data using general measures to evaluate data misfits and model structures
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GEOPHYSICAL PROSPECTING, 202408

5

Near-Offset Gap Trace Extrapolation Based on Self-Supervised Learning
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IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 202407

6

Machine learning-based time-lapse 1D seismic full-waveform inversion with efficient training data generation in a carbon capture and storage monitoring
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Geoenergy Science and Engineering, 202404

7

Deep-learning-based airborne transient electromagnetic inversion providing the depth of investigation
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GEOPHYSICS, 202401

8

Cross-Streamer Wavefield Reconstruction of a Towed Streamer System Using Bidirectional LSTM Networks With a Traces-to-Trace Approach
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IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 202309

9

Improved lithospheric seismic velocity and density model of the Korean Peninsula from ambient seismic noise data using machine learning
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JOURNAL OF ASIAN EARTH SCIENCES, 202309

10

Interpretation of Frequency-Domain Airborne Electromagnetic Data Based on the Deep Neural Network Incorporating Topographic Information
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IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 202306