Junhwan Choi

Spatial pseudo-labeling for semi-supervised facies classification

Saleem Asghar, Junhwan Choi, Daeung Yoon et al. · Journal of Petroleum Science and Engineering · 2020 · 32 citations

Classification Method, Engineering, Machine Learning +8

Uncertainty estimation in AVO inversion using Bayesian dropout based deep learning

Junhwan Choi, Seokmin Oh, Joongmoo Byun · Journal of Petroleum Science and Engineering · 2021 · 26 citations

Bayesian Dropout, Engineering, Machine Learning +8

Predicting mineralogy by integrating core and well log data using a deep neural network

Dokyeong Kim, Junhwan Choi, Dowan Kim et al. · Journal of Petroleum Science and Engineering · 2020 · 22 citations

Convolutional Neural Network, Deep Neural Networks, Engineering +9

Facies classification using semi-supervised deep learning with pseudo-labeling strategy

Saleem Asghar, Junhwan Choi, Daeung Yoon et al. · 2019 · 17 citations

Automatic labeling strategy in semisupervised seismic-facies classification by integrating well logs and seismic data

Sigue Lee, Junhwan Choi, Daeung Yoon et al. · 2018 · 10 citations