A proxy model to predict reservoir dynamic pressure profile of fracture network based on deep convolutional generative adversarial networks (DCGAN)
Xiaoyin Peng, Xiang Rao, Hui Zhao, Yunfeng Xu, Xun Zhong, Wentao Zhan, Luoyi Huang
Topics & Concepts
Computer scienceFracture (geology)Petroleum engineeringGeologyDeep learningArtificial intelligenceReservoir modelingMathematical optimizationGeotechnical engineeringMathematicsHydraulic Fracturing and Reservoir AnalysisDrilling and Well EngineeringOil and Gas Production Techniques