A transfer learning method for automatic identification of sandstone microscopic images. - Na Li 018; Huizhen Hao; Qing Gu 001; Danru Wang; Xiumian Hu (Comput. Geosci., 2017)

A method for automatic grain segmentation of multi-angle cross-polarized microscopic images of sandstone. - Feng Jiang 005; Qing Gu 001; Huizhen Hao; Na Li 018; Bingqian Wang; Xiumian Hu (Comput. Geosci., 2018)

A multi-task multi-class learning method for automatic identification of heavy minerals from river sand. - Na Li 018; Huizhen Hao; Zhiwei Jiang 001; Feng Jiang 005; Ronghua Guo; Qing Gu 001; Xiumian Hu (Comput. Geosci., 2020)

Character embedding-based Bi-LSTM for Zircon similarity calculation with clustering. - Xiangben Hu; Zhichen Hu; Jielin Jiang; Weiwei Xue; Xiumian Hu; Xiaolong Xu 001 (Earth Sci. Informatics, 2022)

Sediment grain segmentation in thin-section images using dual-modal Vision Transformer. - Dongyu Zheng; Li Hou; Xiumian Hu; Mingcai Hou; Kai Dong; Sihai Hu; Runlin Teng; Chao Ma (Comput. Geosci., 2024)

Explainable deep learning for automatic rock classification. - Dongyu Zheng; Hanting Zhong; Gustau Camps-Valls; Zhisong Cao; Xiaogang Ma 001; Benjamin Mills; Xiumian Hu; Mingcai Hou; Chao Ma 026 (Comput. Geosci., 2024)