"Synthetic study on time-lapse groundwater temperature distribution via magnetotelluric survey in a h…" Heeju Hong, Yongchae Cho, Sungyeol Choi, Hee June Lee, Junyeong Heo,

Progress in Nuclear Energy, 192, 106154, Feb., 2026

"Machine learning-based prediction of subsurface elastic properties using seismic and well-log data" Sujeong Kim, Yongchae Cho, Yongsik Gihm, Hyunggu Jun,

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 18, 27238-27257, Oct., 2025

"Reviving Legacy Seismic Data via Machine Learning Technique Part 2: Estimating 3D Seismic Volumes fr…" Jun-Woo Lee, Min Je Lee, Dong-Joo Min, Yongchae Cho,

IEEE Transactions on Geoscience and Remote Sensing, 63, 4704321, May., 2025

"Mechanism and application of competitive fracture propagation in layered group fracturing of massive…" Xiaowu Zhang, Yue Cao, Yunbo Gou, Shuangwu Wen, Ning Huang, Yongchae Cho,

Scientific Reports, 15(1), 9308, Mar., 2025

"Multiattribute analytics of polka-dot anomalies in the Yeongil Bay, South Korea" Min Je Lee, Jiho Ha, Jungkyun Shin, Gi-Bom Kim, Yongchae Cho,

Interpretation, 13(2), Mar., 2025

"Synthetic seismic data generation with pix2pix for enhanced fault detection model training" Byunghoon Choi, Sukjoon Pyun, Woochang Choi, Yongchae Cho,

Computers & Geosciences, 197, 105879, Jan., 2025

"ML-driven semi-auto multi-scenario horizon interpretation with uncertainty quantification" Yonggwon Jung, Jun-Woo Lee, Min Je Lee, Myunghun Lee, Dong-Joo Min, Cheolkyun Jeong, Yongchae Cho,

Geophysics, 90(2), IM47-IM58, Mar., 2025

"Reviving legacy seismic data via machine learning technique. Part 1: Expanding 3D seismic survey cov…" Jun-Woo Lee, Min Je Lee, Dong-Joo Min, Yongchae Cho,

IEEE Transactions on Geoscience and Remote Sensing, 63, 5903618, Jan., 2025

"Geological inference of channel and polka-dot seismic anomalies in Yeongil bay, Pohang" Min Je Lee, Gi-Bom Kim, Jiho Ha, Yi Shen, Yongchae Cho,

Scientific Reports, 14, 24280, Oct., 2024

"Nonrepeatable noise attenuation on time-lapse prestack data using fully convolutional neural network…" Jun-Woo Lee, Hanjoon Park, Donggeon Kim, Dong-Joo Min, Yongchae Cho,

IEEE Transactions on Geoscience and Remote Sensing, 62, 5927418, Nov., 2024

"Sequential binary classification of lithofacies from well log data and its uncertainty quantificatio…" Min Jun Kim, Honggeun Jo, Hanjoon Park, Yongchae Cho,

Interpretation, 12(4), accepted, Dec., 2024

"Imputation of missing values in well log data using k-nearest neighbor collaborative filtering" Min Jun Kim, Yongchae Cho,

Computers & Geosciences, 193, 105712, Nov., 2024

"Resolution enhancement for a seismic velocity model using machine learning" Soojung Kim, Yongchae Cho, Hyunggu Jun,

Geophysical Journal International, 238(2), 681-699, Jun., 2024

"Enhancement of the consistency and connectivity of the ant-tracking algorithm via 3D U-Net with dual…" Seunghun Choi, Juan Lee, Min Je Lee, Yonggown Jung, Jineon Kim, Yongchae Cho,

Lithosphere, 2024(2), 118, May, 2024

"Stochastic seismic acoustic impedance inversion via a Markov-chain Monte Carlo method using a single…" Seokjoon Moon, Yongchae Cho, Yongwoo Sim, Donghak Lee, Hyunggu Jun,

Journal of Applied Geophysics, 224, 105357, Apr., 2024