SNUEI

Reservoir Engineering and Simulation Methods

연구주제 · Ocean Engineering

참여 교수

교수학과논문
정훈영에너지자원공학과14

연결되는 NTIS 분류

에너지/자원만에너지·환경·원자력 확장

자원탐사/개발/활용 2 기후학 2 기타 에너지/자원 1

논문 (피인용 순)

연도논문SNUEI 저자피인용
2018Fast evaluation of well placements in heterogeneous reservoir models using machine learning
Journal of Petroleum Science and Engineering
정훈영151
2018A learning-based data-driven forecast approach for predicting future reservoir performance
Advances in Water Resources
정훈영79
2022Hydrocarbon production dynamics forecasting using machine learning: A state-of-the-art review
Fuel
정훈영52
2021Efficient deep-learning-based history matching for fluvial channel reservoirs
Journal of Petroleum Science and Engineering
정훈영37
2024A 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
정훈영30
2019Characterization of three-dimensional channel reservoirs using ensemble Kalman filter assisted by principal component analysis 자원탐사/개발/활용 › 석유/가스 개발
Petroleum Science
정훈영29
2018Integration of an Iterative Update of Sparse Geologic Dictionaries with ES-MDA for History Matching of Channelized Reservoirs
Geofluids
정훈영24
2025Efficient deep-learning-based surrogate model for reservoir production optimization using transfer learning and multi-fidelity data
Petroleum Science
정훈영22
2020Development of ensemble smoother–neural network and its application to history matching of channelized reservoirs 기후학 › 기후시스템 관측/분석기술
Journal of Petroleum Science and Engineering
정훈영20
2020Efficient Ensemble-Based Stochastic Gradient Methods for Optimization Under Geological Uncertainty 기후학 › 기후시스템 관측/분석기술
Frontiers in Earth Science
정훈영13
2019Field development optimization using a cooperative micro-particle swarm optimization with parameter integration schemes
Journal of Petroleum Science and Engineering
정훈영12
2019Use of Channel Information Update and Discrete Cosine Transform in Ensemble Smoother for Channel Reservoir Characterization 기타 에너지/자원
Journal of Energy Resources Technology
정훈영9
2025Learning-based pattern-data-driven forecast approach for predicting future well responses
Journal of Petroleum Exploration and Production Technology
정훈영3
2026Prediction of high-resolution dynamic spatial data using U-Net and diffusive-time-of-flight
Advances in Water Resources
정훈영0

인접 그래프

노드 hover = 이웃 강조 · 1회 클릭 = 고정 · 고정된 노드 다시 클릭 = 페이지 이동

이 문서와 연결된 페이지

교수 1

정훈영

논문 14

Use of Channel Information Update and Discrete Cosine Transform in Ens · Integration of an Iterative Update of Sparse Geologic Dictionaries wit · Efficient Ensemble-Based Stochastic Gradient Methods for Optimization · Characterization of three-dimensional channel reservoirs using ensembl · Learning-based pattern-data-driven forecast approach for predicting fu · Efficient deep-learning-based surrogate model for reservoir production · Hydrocarbon production dynamics forecasting using machine learning: A · A learning-based data-driven forecast approach for predicting future r · Field development optimization using a cooperative micro-particle swar · Prediction of high-resolution dynamic spatial data using U-Net and dif · Efficient deep-learning-based history matching for fluvial channel res · Fast evaluation of well placements in heterogeneous reservoir models u · Development of ensemble smoother–neural network and its application to · A novel framework for predicting non-stationary production time series

학문분야 1

Ocean Engineering