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21
Extraction of diffractions from seismic data using convolutional U-net and transfer learning
변중무
GEOPHYSICS, 202203
22
Selection of Augmented Data for Overcoming the Imbalance Problem in Facies Classification
변중무
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 202201
23
Machine learning-based vertical resolution enhancement considering the seismic attenuation
변중무
JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING, 202201
24
Imaging subsurface orebodies with airborne electromagnetic data using a recurrent neural network
변중무
GEOPHYSICS, 202112
25
Deep learning spectral enhancement considering features of seismic field data
변중무
GEOPHYSICS, 202110
26
A method for adequate selection of training data sets to reconstruct seismic data using a convolutional U-Net
변중무
GEOPHYSICS, 202110
27
Semi-supervised facies classification with reconstruction cooperation
변중무
First International Meeting for Applied Geoscience & Energy, 202109
28
Machine learning-based vertical resolution enhancement of seismic data
변중무
First International Meeting for Applied Geoscience & Energy, 202109
29
Domain adaptation-based acoustic impedance estimation with seismic data constraint
변중무
First International Meeting for Applied Geoscience & Energy, 202109
30
Automatic computation of relative geologic time volume using self-supervised learning
변중무
First International Meeting for Applied Geoscience & Energy, 202109
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