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 · 178 citations

Computing, Manufacturing Engineering, Forecasting +13

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 · 176 citations

Engineering, Geology, Petroleum Engineering +16

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 · 170 citations

Engineering, Geological Engineering, Geology +17

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 · 156 citations

Engineering, Geological Engineering, Geology +16

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

Yushi Zou, Xinfang Ma, Tong Zhou et al. · Rock Mechanics and Rock Engineering · 2016 · 140 citations

Engineering, Geological Engineering, Geology +17