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
변중무
GEOPHYSICAL PROSPECTING, 202504
3
Transfer Learning-Based Seismic Phase Detection Algorithm for Distributed Acoustic Sensing Microseismic Data
변중무
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
변중무
GEOPHYSICAL PROSPECTING, 202408
5
Near-Offset Gap Trace Extrapolation Based on Self-Supervised Learning
변중무
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
변중무
Geoenergy Science and Engineering, 202404
7
Deep-learning-based airborne transient electromagnetic inversion providing the depth of investigation
변중무
GEOPHYSICS, 202401
8
Cross-Streamer Wavefield Reconstruction of a Towed Streamer System Using Bidirectional LSTM Networks With a Traces-to-Trace Approach
변중무
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
변중무
JOURNAL OF ASIAN EARTH SCIENCES, 202309
10
Interpretation of Frequency-Domain Airborne Electromagnetic Data Based on the Deep Neural Network Incorporating Topographic Information
변중무
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 202306