Sungil Kim

Ordinal Classification of Imbalanced Data with Application in Emergency and Disaster Information Services

Sungil Kim, Heeyoung Kim, Younghwan Namkoong · IEEE Intelligent Systems · 2016 · 42 citations

Saturation Modeling of Gas Hydrate Using Machine Learning with X-Ray CT Images

Sungil Kim, Kyungbook Lee, Minhui Lee et al. · Energies · 2020 · 25 citations · Full text

Computed Tomography, Convolutional Neural Network, Engineering +22

Evaluation of saturation changes during gas hydrate dissociation core experiment using deep learning with data augmentation

Sungil Kim, Kyungbook Lee, Minhui Lee et al. · Journal of Petroleum Science and Engineering · 2021 · 25 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +18

Data-Driven Signal–Noise Classification for Microseismic Data Using Machine Learning

Sungil Kim, Byungjoon Yoon, Jung-Tek Lim et al. · Energies · 2021 · 20 citations · Full text

Data-driven Signal–noise Classification, Engineering, Machine Learning +16

Improved prediction of shale gas productivity in the Marcellus shale using geostatistically generated well-log data and ensemble machine learning

Sungil Kim, Yongjun Hong, J. K. Lim et al. · Computers & Geosciences · 2023 · 18 citations