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

Claim 6:
7. The system for constructing a digital rock according to claim 6, wherein the digital rock model module comprises:
an obtaining unit, configured to obtain an activation function and a loss function of the GAN, wherein the GAN comprises a generator network and a discriminator network;
a fake sample set unit, configured to input the random sample noise into the generator network to obtain a fake sample set, wherein the fake sample set comprises a plurality of fake digital rock images;
a discriminator network model unit, configured to train the discriminator network using the fake sample set and the sample set to obtain a discriminator network model, wherein the discriminator network model is the trained discriminator network, an input of the discriminator network model is the first fake digital rock image, and an output is a real or fake probability value of the first fake digital rock image; and
a digital rock construction model unit, configured to use the random sample noise as input, and train the generator network using the discriminator network model to obtain a generator network model, wherein the generator network model is the trained generator network, the output of the generator network model is the target digital rock image, and the discriminator network model and the generator network model constitute the digital rock construction model.