吴昊  

吴昊，湖北荆州人，中国地质大学（武汉）资源学院，副教授。主要从事人工智能地球物理、地球科学大数据分析、三维地震解释与地质建模、地球物理反演、储层地质力学等方面的研究。博士毕业于美国阿拉巴马大学（The University of Alabama），获优秀毕业生及优秀博士论文奖。主持国家自然科学基金、及校企合作课题10余项。以第一作者或通讯作者在Geophysics、IEEE TGRS、JPSE、IEEE GRSL、Exploration Geophysics、Interpretation等期刊上发表论文20余篇，Journal of Geophysical Engineering编委，，Geophysics、IEEE TGRS等期刊的审稿人。欢迎具备地球物理、地质、数学或计算机背景的学生报考.

期刊论文 (* corresponding author)

Wu H, Hao Zhang, Naihao Liu, and Yang Yang. Horizon Picking Using AWFF-MT-LSTM Network With the Aid of Geological Simulation Modeling: IEEE Transactions on Geoscience and Remote Sensing, 2025. 

H Zhang, N Liu, Wu H*, J Huo, Stratigraphic sequence correlation of well logs using KANFormer enhanced with OMP-based data augmentation: IEEE Transactions on Geoscience and Remote Sensing, 2025.

Wu H, Weimin Wang, and Sandong Zhou. Seismic horizon picking via marching semblance dynamic time warping. Geophysics, 2025.

Wu H, J Feng, X Liu, Y Liu, N Liu, Y Yang, S Zhou. Seismic impedance inversion using conditional generative adversarial networks assisted by spectral reconstruction-based data augmentation IEEE Transactions on Geoscience and Remote Sensing, 2025.

Wu H, Li S, Liu N. Seismic interpolation via multi-scale HU-Net[J]. Geoenergy Science and Engineering, 2023, 214(4), 110412.

Liu, N.,Z. Li,J. Chen,Y. Liu,Wu H*,J. Gao,X.Zhou,2022,The edge-guided FPN model for automatic stratigraphic correlation of well logs:Journal of Petroleum Science and Engineering,110985.

Wu, H.,B. Zhang,N. Liu,2022,Self-adaptive denoising net: Self-supervised learning for seismic migration artifacts and random noise attenuation: Journal of Petroleum Science and Engineering,214(6):110431.

Wu, H.,Z. Li,N. Liu, 2022,Variable seismic waveforms representation: Weak-supervised learning based seismic horizon picking: Journal of Petroleum Science and Engineering,214(4):110412.

Wu, H.,Z. Li,N. Liu,B. Zhang,2022,Improved seismic well tie by integrating variable-size window resampling with well-tie net: Journal of Petroleum Science and Engineering,208(2):109368.

Wu, H., B. Zhang, F. Li, N. Liu,2019, Semi-automatic first arrival picking of micro-seismic events by using pixel-wise convolutional image segmentation method: Geophysics, vol. 84, no. 3, V143-V155. 

Wu, H., B. Zhang, T. Lin, F. Li, N. Liu, 2019, White noise attenuation of seismic trace by integrating variational mode decomposition with convolutional neural network: Geophysics, vol. 84, no. 5, V315-V325. 

Wu, H., B. Zhang, T. Lin, D. Cao, Y. Lou, 2019, Semi-automated seismic horizon interpretation using encoder-decoder convolutional neural network: Geophysics,vol. 84, no. 6, B403-B417.

Wu, H., B. Zhang, D. Cao, 2019, The determination of the constant phase of seismic wavelet using automatic seismic well tying: Exploration Geophysics, vol. 50, no. 3, 245-254.

科研项目

克拉苏构造带深层复杂地质构造智能解释方法研究，国家自然科学基金-面上项目，2027年-2030年，负责人；

无监督及多维度约束的地震层序边界智能化解释方法研究，国家自然科学基金青年基金项目，2022年-2024年,负责人；

模型约束人工智能页岩地层压力和地应力预测方法，中国石化石油勘探开发研究院，负责人；

渤中19-6气田4、7、9井区及13-2区块2、4井区地应力场模拟及有效储层预测，中海油天津分公司；

超深碳酸盐岩走滑断裂地质力学响应研究与应用，中国石油塔里木油田分公司；

超深碳酸盐岩储层异常压力与应力场预测研究与应用，中国石油塔里木油田分公司；

顺北二区断裂带间断裂描述与有利缝洞评价方法研究，中石化西北油田分公司；

基于大尺度应力应变本构关系的构造和断裂组合特征判别方法研究，中国石油塔里木油田分公司；

讲授课程

《计算方法》本科生

《人工智能基础》本科生

《综合勘查技术》研究生