| 2024 | Data-driven machine learning models for the prediction of hydrogen solubility in aqueous systems of varying salinity: Implications for underground hydrogen storage | 민배현 | Article |
| 2020 | Determination of an infill well placement using a data-driven multi-modal convolutional neural network | 민배현 | Article |
| 2021 | Determination of oil well placement using convolutional neural network coupled with robust optimization under geological uncertainty | 민배현; 장영호 | Article |
| 2016 | Development of a robust multi-objective history matching for reliable well-based production forecasts | 민배현 | Article |
| 2020 | Development of ensemble smoother-neural network and its application to history matching of channelized reservoirs | 민배현 | Article |
| 2015 | Development of Pareto-based evolutionary model integrated with dynamic goal programming and successive linear objective reduction | 민배현 | Article |
| 2022 | Efficient deep-learning-based history matching for fluvial channel reservoirs | 민배현 | Article |
| 2020 | Efficient Ensemble-Based Stochastic Gradient Methods for Optimization Under Geological Uncertainty | 민배현 | Article |
| 2022 | Generation of Synthetic Compressional Wave Velocity Based on Deep Learning: A Case Study of Ulleung Basin Gas Hydrate in the Republic of Korea | 민배현 | Article |
| 2020 | Generation of Synthetic Density Log Data Using Deep Learning Algorithm at the Golden Field in Alberta, Canada | 민배현 | Article |
| 2019 | History Matching of a Channelized Reservoir Using a Serial Denoising Autoencoder Integrated with ES-MDA | 민배현 | Article |
| 2018 | Integration of an Iterative Update of Sparse Geologic Dictionaries with ES-MDA for History Matching of Channelized Reservoirs | 민배현; 김성일 | Article |
| 2019 | Iterative static modeling of channelized reservoirs using history-matched facies probability data and rejection of training image | 민배현 | Article |
| 2023 | Machine-learning-based prediction of oil recovery factor for experimental CO2-Foam chemical EOR: Implications for carbon utilization projects | 민배현 | Article |
| 2022 | Machine-learning-based water quality management of river with serial impoundments in the Republic of Korea | 최정현; 이혜원; 민배현; 김민 | Article |
| 2017 | Model selection for CO2 sequestration using surface deformation and injection data | 민배현 | Article |
| 2024 | Modeling a unified slug liquid holdup correlation based on a comprehensive analysis of entering bubble sharpness | 민배현 | Article |
| 2021 | Modeling of CO2-LPG WAG with asphaltene deposition to predict coupled enhanced oil recovery and storage performance | 민배현; 조진형 | Article |
| 2021 | Modelling hydrocarbon generation and migration in tertiary source rocks of deepwater, Phu Khanh Basin, offshore Vietnam | 민배현 | Article |
| 2023 | Multi-lateral horizontal well with dual-tubing system to improve CO2 storage security and reduce CCS cost | 민배현; 김민 | Article |
| 2020 | Multi-well placement optimisation using sequential artificial neural networks and multi-level grid system | 민배현 | Article |
| 2014 | Multiphase Flow Simulation for In Situ Combustion to Investigate Field-scale Hydraulic Heterogeneity and Air Injection Rate Affecting Oil Production | 민배현 | Article |
| 2023 | Numerical investigation of CO2-carbonated water-alternating-gas on enhanced oil recovery and geological carbon storage | 민배현; 김민 | Article |
| 2018 | Optimal design of hydraulic fracturing in porous media using the phase field fracture model coupled with genetic algorithm | 민배현 | Article |
| 2019 | Optimisation of steam and gas push to prevent water influx from a top-water-bearing area into a vapour chamber | 민배현 | Article |
| 2014 | Pareto-based multi-objective history matching with respect to individual production performance in a heterogeneous reservoir | 민배현 | Article |
| 2023 | Performance Evaluation of CO2 Carbonated Water-Alternating-Gas on Enhanced Oil Recovery and Geological Carbon Storage | 지민수 | Master's Thesis |
| 2017 | Quick screening of pareto-optimal operating conditions for expanding solvent-steam assisted gravity drainage using hybrid multi-objective optimization approach | 민배현 | Article |
| 2021 | Sequential short-term optimization of gas lift using linear programming: A case study of a mature oil field in Russia | 민배현 | Article |
| 2024 | Simulating and assessing carbon markets: Application to the Korean and the EU ETSs | 민배현 | Article |
