Seismic fault detection using convolutional neural networks with focal loss
Xiaoli Wei, Chunxia Zhang, Sang‐Woon Kim, Kaili Jing, Yongjun Wang, Shuang Xu, Zhuangzhuang Xie
Topics & Concepts
Convolutional neural networkFault (geology)Computer scienceUndersamplingTransfer of learningArtificial intelligenceTask (project management)Fault detection and isolationBinary classificationPattern recognition (psychology)Machine learningGeologySeismologySupport vector machineEngineeringSystems engineeringActuatorSeismic Imaging and Inversion TechniquesDrilling and Well EngineeringHydraulic Fracturing and Reservoir Analysis