Enhancing digital rock image resolution with a GAN constrained by prior and perceptual information. - Zhiyu Hou; Danping Cao; Siqi Ji; Rongang Cui; Qiang Liu (Comput. Geosci., 2021)

SDCnet: An Unet with residual blocks for extracting dispersion curves from seismic data. - Tingwei Yang; Ya Xu; Danping Cao; Fangzhou Nan; Nanqiao Du; Zhiyu Hou (Comput. Geosci., 2022)

Constructing three-dimension digital rock with porosity information constraint: A double-network-cycled style-based deep-learning approach. - Danping Cao; Shuai Hou; Zhiyu Hou (Comput. Geosci., 2024)

Edge-guided segmentation of digital rock images: Integrating a pretrained edge aware path with the main segmentation path. - Ziqiang Wang; Zhiyu Hou; Danping Cao (Comput. Geosci., 2025)