Dongxiao Zhang

An efficient, high-order perturbation approach for flow in random porous media via Karhunen–Loève and polynomial expansions

Dongxiao Zhang, Zhiming Lü · Journal of Computational Physics · 2003 · 380 citations

Numerical Analysis, Engineering, Physics +8

Efficient Ensemble-Based Closed-Loop Production Optimization

Yan Chen, Dean S. Oliver, Dongxiao Zhang · SPE Journal · 2009 · 364 citations

Mathematical Programming, Engineering, Machine Learning +20

Data assimilation for transient flow in geologic formations via ensemble Kalman filter

Yan Chen, Dongxiao Zhang · Advances in Water Resources · 2005 · 348 citations

State Estimation, Geophysics, Numerical Weather Prediction +9

Lattice Boltzmann pore‐scale model for multicomponent reactive transport in porous media

Qinjun Kang, Peter C. Lichtner, Dongxiao Zhang · Journal of Geophysical Research Atmospheres · 2006 · 323 citations · Full text

Engineering, Porous Medium Equations, Chemistry +19

Deep learning of subsurface flow via theory-guided neural network

Nanzhe Wang, Dongxiao Zhang, Haibin Chang et al. · Journal of Hydrology · 2020 · 299 citations · Full text

Geometric Learning, Engineering, Machine Learning +1