Get started
Author

Junyu You

Observed names: J. You, Jun-Yu You
ORCID: 0000-0002-3248-3196
Observed ORCID: 0000-0002-3248-3196
OpenAlex ID: A5101734201
Harnessing the power of machine learning for carbon capture, utilisation, and storage (CCUS) – a state-of-the-art review
2021 · Yongliang Yan, Yongliang Yan, et al. · Energy & Environmental Science · 312
PDF
Machine learning based co-optimization of carbon dioxide sequestration and oil recovery in CO2-EOR project
2020 · Junyu You, William Ampomah, et al. · Journal of Cleaner Production · 133
Development and application of a machine learning based multi-objective optimization workflow for CO2-EOR projects
2019 · Junyu You, William Ampomah, et al. · Fuel · 129
Characterizing pore-level oil mobilization processes in unconventional reservoirs assisted by state-of-the-art nuclear magnetic resonance technique
2021 · Xiang Zhang, Bing Wei, et al. · Energy · 96
Co-optimizing water-alternating-carbon dioxide injection projects using a machine learning assisted computational framework
2020 · Junyu You, William Ampomah, et al. · Applied Energy · 61
Hydrocarbon production dynamics forecasting using machine learning: A state-of-the-art review
2022 · Bin Liang, Jiang Liu, et al. · Fuel · 52
Performance of a tight reservoir horizontal well induced by gas huff–n–puff integrating fracture geometry, rock stress-sensitivity and molecular diffusion: A case study using CO2, N2 and produced gas
2022 · Lele Wang, Bing Wei, et al. · Energy · 50
Numerical modeling of unsteady-state wellbore heat transmission
2016 · Junyu You, Hamid Rahnema, et al. · Journal of Natural Gas Science and Engineering · 48
A Comprehensive Techno-eco-assessment of CO2 Enhanced Oil Recovery Projects Using a Machine-learning Assisted Workflow
2021 · Junyu You, William Ampomah, et al. · SSRN Electronic Journal · 42
Assessment of Enhanced Oil Recovery and CO2 Storage Capacity Using Machine Learning and Optimization Framework
2019 · Junyu You, William Ampomah, et al. · SPE Europec featured at EAGE Conference and Exhibition · 37
A novel framework for predicting non-stationary production time series of shale gas based on BiLSTM-RF-MPA deep fusion model
2024 · Bin Liang, Jiang Liu, et al. · Petroleum Science · 30
Techno-economic life cycle assessment of CO2-EOR operations towards net negative emissions at farnsworth field unit
2023 · Anthony Morgan, William Ampomah, et al. · Fuel · 29
Forecasting oil production in unconventional reservoirs using long short term memory network coupled support vector regression method: A case study
2023 · Shuqin Wen, Bing Wei, et al. · Petroleum · 24
Optimization of Water-Alternating-CO2 Injection Field Operations Using a Machine-Learning-Assisted Workflow
2022 · Junyu You, William Ampomah, et al. · SPE Reservoir Evaluation & Engineering · 21
Practical CO2—WAG Field Operational Designs Using Hybrid Numerical-Machine-Learning Approaches
2021 · Qian Sun, William Ampomah, et al. · Energies · 21
PDF
Oil Recovery Dynamics of Natural Gas Huff ‘n’ Puff in Unconventional Oil Reservoirs Considering the Effects of Nanopore Confinement and Its Proportion: A Mechanistic Study
2022 · Bing Wei, Mengying Zhong, et al. · SPE Reservoir Evaluation & Engineering · 15
Accurate determination of nano-confined minimum miscible pressure to aid CO2 enhanced oil recovery and storage in unconventional reservoirs
2024 · Yujiao He, Bing Wei, et al. · ADVANCES IN GEO-ENERGY RESEARCH · 14
Multi-Objective Optimization of CO2 Enhanced Oil Recovery Projects Using a Hybrid Artificial Intelligence Approach
2019 · Junyu You, William Ampomah, et al. · SPE Annual Technical Conference and Exhibition · 14
Evaluation of CO2-EOR Performance and Storage Mechanisms in an Active Partially Depleted Oil Reservoir
2019 · Eusebius Junior Kutsienyo, William Ampomah, et al. · SPE Europec featured at EAGE Conference and Exhibition · 13
Rapid screening and optimization of CO2 enhanced oil recovery operations in unconventional reservoirs: A case study
2025 · Shuqin Wen, Bing Wei, et al. · Petroleum · 10
Dynamics of Mass Exchange within Tight Rock Matrix/Fracture Systems Induced by Natural Gas ‘Dynamic’ Soaking and Oil Recovery Prediction
2021 · Bing Wei, Jiang Liu, et al. · Energy · 10
Numerical modeling of multiphase steam flow in wellbore
2018 · J. You, H. Rahnema · Journal of Petroleum Science and Engineering · 7
A multi-zone characterization-based framework for effective storage capacity evaluation in water-bearing reservoirs
2025 · Junyu You, Xingxin Jiang, et al. · Petroleum · 4
Underground Gas Storage Construction in Gas Fields with Oil Ring and Edge and Bottom Water: A Case Study
2022 · Xiaoliang Huang, Qiqi Wanyan, et al. · Energy Sources Part A Recovery Utilization and Environmental Effects · 4
Nanoconfined multi-phase interactions govern distinct phase behavior of CO2-oil in shale during CCUS-EOR process
2025 · Yu-Jiao He, Bing Wei, et al. · Petroleum Science · 3
Works count: 33
Citation count: 1,190
H-index: 15
I10-index: 21
Year
Topic
Type