Deep-learning-based upscaling method for geologic models via theory-guided convolutional neural network

no code implementations • 31 Dec 2021 • Nanzhe Wang, Qinzhuo Liao, Haibin Chang, Dongxiao Zhang

The results show that the deep learning method can provide equivalent upscaling accuracy to the numerical method, and efficiency can be improved significantly compared to numerical upscaling.