Patent ID: 11934488
Assignee: CHINA UNIVERSITY OF PETROLEUM (EAST CHINA)
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 2:
3. The method for constructing a digital rock according to claim 2, wherein the discriminator network comprises a discriminator input layer, discriminator intermediate layers, and a discriminator output layer;
the generator network comprises a generator input layer, generator intermediate layers, and a generator output layer, wherein the generator input layer is a fully connected layer, and the generator intermediate layers and the generator output layer are both micro-step convolutional layers;
the activation function comprises an activation function of the discriminator intermediate layer, an activation function of the discriminator output layer, an activation function of the generator intermediate layer, and an activation function of the generator output layer; the activation function of the discriminator intermediate layer is a LeakyReLu activation function, the activation function of the discriminator output layer is a Sigmoid activation function, the activation function of the generator intermediate layer is a ReLu activation function, and the activation function of the generator output layer is a Tanh activation function, and
the loss function comprises a discriminator loss function of the discriminator network and a generator loss function of the generator network.