Xinfang Ma

Time-series production forecasting method based on the integration of Bidirectional Gated Recurrent Unit (Bi-GRU) network and Sparrow Search Algorithm (SSA)

Xuechen Li, Xinfang Ma, Fengchao Xiao et al. · Journal of Petroleum Science and Engineering · 2021 · 169 citations

Sparrow Search Algorithm, Forecasting Methodology, Engineering +7

Experimental study on the growth behavior of supercritical CO2-induced fractures in a layered tight sandstone formation

Yushi Zou, Ning Li, Xinfang Ma et al. · Journal of Natural Gas Science and Engineering · 2017 · 165 citations

Materials Science, Geotechnical Engineering, Growth Behavior +8

Effects of CO2–brine–rock interaction on porosity/permeability and mechanical properties during supercritical-CO2 fracturing in shale reservoirs

Yushi Zou, Sihai Li, Xinfang Ma et al. · Journal of Natural Gas Science and Engineering · 2017 · 161 citations

Materials Science, Petroleum Reservoir, Rock Testing +11

Numerical investigation of hydraulic fracture network propagation in naturally fractured shale formations

Yushi Zou, Shicheng Zhang, Xinfang Ma et al. · Journal of Structural Geology · 2016 · 151 citations

Geotechnical Engineering, Hydraulic Fracturing, Engineering +8

Numerical Investigation into the Influence of Bedding Plane on Hydraulic Fracture Network Propagation in Shale Formations

Yushi Zou, Xinfang Ma, Shicheng Zhang et al. · Rock Mechanics and Rock Engineering · 2016 · 136 citations

Geotechnical Engineering, Hydraulic Fracturing, Engineering +8