A Machine Learning-based Hybrid Model for Fracture Parameterization and Distribution Prediction in Unconventional Reservoirs

$I$-Divergence Geometry of Probability Distributions and Minimization Problems

Imre Csiszár · The Annals of Probability · 1975 · 1.6K citations · Full text

Natural Sciences, Computer Science, Mathematics +14

Reparameterization Techniques for Generating Reservoir Descriptions Conditioned to Variograms and Well-Test Pressure Data

Albert C. Reynolds, Nanqun He, Lifu Chu et al. · SPE Journal · 1996 · 154 citations

Engineering, Petroleum Engineering, Reservoir Engineering +14

Reservoir Characterization With the Discrete Cosine Transform

Behnam Jafarpour, Dennis McLaughlin · SPE Journal · 2009 · 152 citations

Engineering, Earth Sciences, Petroleum Engineering +14

A generalized grid connectivity–based parameterization for subsurface flow model calibration

Eric Bhark, Behnam Jafarpour, Akhil Datta‐Gupta · Water Resources Research · 2011 · 78 citations · Full text

Engineering, Earth Sciences, Hydraulics +15

History matching of fracture distributions by ensemble Kalman filter combined with vector based level set parameterization

Jing Ping, Dongxiao Zhang · Journal of Petroleum Science and Engineering · 2013 · 45 citations

Engineering, Geological Engineering, Geology +15