A convolutional neural network for prestack fracture detection

no code implementations • 3 Jul 2021 • Zhenyu Yuan, Yuxin Jiang, Jingjing Li, Handong Huang

From prestack seismic gathers, anisotropic analysis and inversion were commonly applied to characterize the dominant orientations and relative intensities of fractures.

Hybrid-DNNs: Hybrid Deep Neural Networks for Mixed Inputs

no code implementations • 18 May 2020 • Zhenyu Yuan, Yuxin Jiang, Jingjing Li, Handong Huang

Regarding as a combination of feature learning and target learning, the new proposed networks provide great capacity in high-hierarchy feature extraction and in-depth data mining.