A5066441187- Enhanced Oil Recovery Techniques
- Hydrocarbon exploration and reservoir analysis
- Hydraulic Fracturing and Reservoir Analysis
- Reservoir Engineering and Simulation Methods
- Lattice Boltzmann Simulation Studies
- Generative Adversarial Networks and Image Synthesis
- Heat and Mass Transfer in Porous Media
Peking University
2023-2025
University of Science and Technology Beijing
2022-2023
Beijing Institute of Big Data Research
2023
Production optimization is of significance for carbonate reservoirs, directly affecting the sustainability and profitability reservoir development. Traditional physics-based numerical simulations suffer from insufficient calculation accuracy excessive time consumption when performing production optimization. We establish an ensemble proxy-model-assisted framework combining Bayesian random forest (BRF) with particle swarm algorithm (PSO). The BRF method implemented to construct a proxy model...
Thawing of permafrost substantially affects the local environment and global energy balance. When salt water overlays permafrost, Rayleigh-Darcy (R-D) instability emerges because density mismatch regulates melting (thawing) dynamics. Contrary to expectations that a higher Rayleigh number ( R ) would amplify instability, our experiments revealed fingering stable fronts at low high , respectively. We attribute occurrence two patterns interplay between competing flow structures: circumfluence...
Recent advancements in artificial intelligence (AI) technology have offered new ways to obtain the relative permeability curve that is crucial for subsurface engineering problems. The existing data-driven AI approaches prediction are only suitable a specific geometry rock size and lack cross-size ability. In this paper, we propose physics-informed model called three-dimensional (3D) spatial pyramid pooling convolutional network (3DSPPConvNet) embedding three important parameters: computed...
The groundwater system is one of the most important subsurface resources on Earth, which offers many services to humankind, such as irrigated agriculture, household use, and manufacturing. However, safety seriously threatened by contamination from human activities. emulsion has been proposed a potential solution for removal contaminants due its high apparent viscosity. Here we reveal pore-scale mechanism viscosity increase in decane-water emulsions lattice Boltzmann simulations. We assess...