中国科学院地质与地球物理研究所

Shan, X., Chen, Z., Fu, B., Zhang, W., Li, J., & Wu, K. (2023). Predicting TOC from Well Logs Based on Deep Spatial-Sequential Graph Convolutional Network. Geophysics, 88(3), 1-64.
Shan, X., Cao, J., Huo, S., Chen, L., Sarrigiannis, P. G., & Zhao, Y. (2022). Spatial–temporal graph convolutional network for Alzheimer classification based on brain functional connectivity imaging of electroencephalogram. Human Brain Mapping.
Shan, X., Huo, S., Yang, L., Cao, J., Zou, J., Chen, L., ... & Zhao, Y. (2021). A Revised Hilbert-Huang Transformation to Track Non-stationary Association of Electroencephalography Signals. IEEE Transactions on Neural Systems and Rehabilitation Engineering.
Shan, X., Tian, F., Cheng, F., Yang, C., & Xin, W. (2019). Spectral Decomposition and a Waveform Cluster toCharacterize Strongly Heterogeneous Paleokarst Reservoirs in the Tarim Basin, China. Water, 11(2), 256.
Zhang, W., Shan, X.*, Fu, B., Zou, X., & Fu, L. Y. (2022). A deep encoder-decoder neural network model for total organic carbon content prediction from well logs. Journal of Asian Earth Sciences, 240, 105437.
Yang, L., Shan, X., Lv, C., Brighton, J., & Zhao, Y. (2021). Learning spatio-temporal representations with a dual-stream 3D residual network for non-driving activity recognition. IEEE Transactions on Industrial Electronics.
吕尧, 单小彩, 霍守东等 .2020.基于深度卷积神经网络的地震数据局部信噪比估计. 地球物理学报,63(1): 320-328, doi: 10.6038/cjg2020N0058.
Cao, J., Zhao, Y., Shan, X., Blackburn, D., Wei, J., Erkoyuncu, J. A., ... & Sarrigiannis, P. G. (2022). Ultra[1]high-resolution time-frequency analysis of EEG to characterise brain functional connectivity with the application in Alzheimer's disease. Journal of Neural Engineering.
Cao, J., Zhao, Y., Shan, X., Wei, H. L., Guo, Y., Chen, L., ... & Sarrigiannis, P. G. (2022). Brain functional and effective connectivity based on electroencephalography recordings: A review. Human Brain Mapping, 43(2), 860-879.
Xin, W., Tian, F., Shan, X., Zhou, Y., Rong, H., & Yang, C. (2020). Application of Geologically Constrained Machine Learning Method in Characterizing Paleokarst Reservoirs of Tarim Basin, China. Water, 12(6), 1765.
Marsot, M., Mei, J., Shan, X., Ye, L., Feng, P., Yan, X., ... & Zhao, Y. (2020). An adaptive pig face recognition approach using Convolutional Neural Networks. Computers and Electronics in Agriculture, 173, 105386.
Cao, J., Grajcar, K., Shan, X., Zhao, Y., Zou, J., Chen, L., ... & Sarrigiannis, P. G. (2021). Using interictal seizure-free EEG data to recognise patients with epilepsy based on machine learning of brain functional connectivity. Biomedical Signal Processing and Control, 67, 102554.
单小彩, 李宏宝, 陈宜欣, 张杰, 黄曦, 电子设备以及控制电子设备进行 PPG 检测的方法和介质, 2022-8- 26,中国, 202010009395.7
单小彩,张旺,周永健,吴克柳,李靖,付博烨,陈掌星,朱日祥, 基于图神经网络的页岩总有机碳预测方法、系统和设备, 2022-3-8, 中国, ZL 2021 1 1411640.8
单小彩,周永健,辛维,田飞,杨长春,岩石储层构造表征方法、装置、计算机可读存储介质及电子设备, 2021-2-26, 中国, ZL 2020 1 0395655.9
单小彩,吕尧,周永健,杨长春,一种地震数据的非规则优化采集方法、装置、设备及介质, 2021-11- 09,中国, ZL 2020 1 1267100.2
单小彩,辛维,杨长春,田飞,一种用于地震探测的弹簧片、检波器及地震勘查系统, 2020-7-17,中国, 201922333348.3
Shan Xiaocai, Wang Zhang, Yongjian Zhou, Graph neural network (gnn)-based prediction system for total organic carbon (toc) in shale. 2023-11-22, 美国, US20230162052A1.