| 2018 | Fast evaluation of well placements in heterogeneous reservoir models using machine learning Journal of Petroleum Science and Engineering | 정훈영 | 151 |
| 2015 | Hydrate plug formation risk with varying watercut and inhibitor concentrations Chemical Engineering Science | 서유택 | 99 |
| 2018 | A learning-based data-driven forecast approach for predicting future reservoir performance Advances in Water Resources | 정훈영 | 79 |
| 2022 | Hydrocarbon production dynamics forecasting using machine learning: A state-of-the-art review Fuel | 정훈영 | 52 |
| 2017 | Effect of monoethylene glycol and kinetic hydrate inhibitor on hydrate blockage formation during cold restart operation Chemical Engineering Science | 서유택 | 38 |
| 2021 | Efficient deep-learning-based history matching for fluvial channel reservoirs Journal of Petroleum Science and Engineering | 정훈영 | 37 |
| 2019 | Monitoring Severe Slugging in Pipeline-Riser System Using Accelerometers for Application in Early Recognition Sensors | 서유택 | 37 |
| 2018 | Economic evaluation of MEG injection and regeneration process for oil FPSO Journal of Petroleum Science and Engineering | 임영섭, 서유택 | 36 |
| 2024 | A novel framework for predicting non-stationary production time series of shale gas based on BiLSTM-RF-MPA deep fusion model 자원탐사/개발/활용 › 광물자원 개발 Petroleum Science | 정훈영 | 30 |
| 2019 | Characterization of three-dimensional channel reservoirs using ensemble Kalman filter assisted by principal component analysis 자원탐사/개발/활용 › 석유/가스 개발 Petroleum Science | 정훈영 | 29 |
| 2018 | Integration of an Iterative Update of Sparse Geologic Dictionaries with ES-MDA for History Matching of Channelized Reservoirs Geofluids | 정훈영 | 24 |
| 2025 | Efficient deep-learning-based surrogate model for reservoir production optimization using transfer learning and multi-fidelity data Petroleum Science | 정훈영 | 22 |
| 2020 | Development of ensemble smoother–neural network and its application to history matching of channelized reservoirs 기후학 › 기후시스템 관측/분석기술 Journal of Petroleum Science and Engineering | 정훈영 | 20 |
| 2022 | Prediction of maximum slug length considering impact of well trajectories in British Columbia shale gas fields using machine learning 자원탐사/개발/활용 › 광물자원 개발 Journal of Natural Gas Science and Engineering | 정훈영 | 17 |
| 2017 | Thermoresponsive Microcarriers for Smart Release of Hydrate Inhibitors under Shear Flow ACS Applied Materials & Interfaces | 서유택 | 17 |
| 2021 | Experimental investigation of model-based IMC control of severe slugging 자원탐사/개발/활용 › 석유/가스 개발 Journal of Petroleum Science and Engineering | 서유택 | 15 |
| 2022 | Time series prediction of hydrate dynamics on flow assurance using PCA and Recurrent neural networks with iterative transfer learning 자원탐사/개발/활용 › 석유/가스 개발 Chemical Engineering Science | 서유택 | 14 |
| 2020 | Efficient Ensemble-Based Stochastic Gradient Methods for Optimization Under Geological Uncertainty 기후학 › 기후시스템 관측/분석기술 Frontiers in Earth Science | 정훈영 | 13 |
| 2022 | Prediction of liquid surge volumes and flow rates for gas wells using machine learning Journal of Natural Gas Science and Engineering | 정훈영 | 12 |
| 2019 | Field development optimization using a cooperative micro-particle swarm optimization with parameter integration schemes Journal of Petroleum Science and Engineering | 정훈영 | 12 |
| 2024 | Enhancing pressure gradient prediction in multi-phase flow through diverse well geometries of North American shale gas fields using deep learning Energy | 정훈영 | 11 |
| 2021 | Sequential short-term optimization of gas lift using linear programming: A case study of a mature oil field in Russia 기후학 › 기후시스템 관측/분석기술 Journal of Petroleum Science and Engineering | 정훈영 | 11 |
| 2019 | Use of Channel Information Update and Discrete Cosine Transform in Ensemble Smoother for Channel Reservoir Characterization 기타 에너지/자원 Journal of Energy Resources Technology | 정훈영 | 9 |
| 2016 | Determination of hydrate inhibitor injection rate based on the life-cycle cost of the injection facility and mitigating measures Journal of Natural Gas Science and Engineering | 서유택 | 6 |
| 2023 | Navigating pH Influence: A Detailed Study on the Performance of Vitamin E-TS, Span-60, DTAB, and Monoethylene Glycol in Controlling Gas Hydrate Formation 자원탐사/개발/활용 › 석유/가스 개발 Energy & Fuels | 서유택 | 5 |
| 2025 | Asynchronous and synchronous huff-n-puff water injection for enhanced oil recovery in water-wet tight oil reservoirs Physics of Fluids | 정훈영 | 4 |
| 2025 | Learning-based pattern-data-driven forecast approach for predicting future well responses Journal of Petroleum Exploration and Production Technology | 정훈영 | 3 |
| 2024 | Early Detection and Prevention of Two-Phase Flow-Induced Vibrations in CO 2 Transport Pipelines Using a Flow Control System Coupled with a Neural Network Model Energy & Fuels | 서유택 | 3 |
| 2026 | Prediction of high-resolution dynamic spatial data using U-Net and diffusive-time-of-flight Advances in Water Resources | 정훈영 | 0 |
| 2020 | Dynamics of liquid imbibition through partially soluble porous sheets JMST Advances | 김호영 | 0 |