職稱：研究員（教授），博導/碩導

學科方向：勘探地球物理學

研究方向：

· 全波形反演

· 地震波偏移成像

· 地震波波場數值模擬

· 大規模并行計算和最優化算法

· 人工智能及其在地球物理中的應用

電子郵件：yaogang@cup.edu.cn

網站：www.wavetomo.com

個人簡介：

姚 剛 博士現為中國石油大學（北京）非常規油氣科學技術研究院研究員，入選國家級青年人才項目，擔任《Petroleum Science》副主編、《地球物理學報》編委，本科及碩士畢業于中國地質大學（北京）勘探地球物理專業，2013年在英國帝國理工大學獲得博士學位，主要研究最小二乘逆時偏移，畢業后加入全球知名地球物理學家、帝國理工大學Mike Warner教授領導的Fullwave Consortium從事博士后工作，主要研究全波形反演理論及其工業化應用，主持國家自然基金重點和面上及企業橫向項目多項，已發表國際期刊和會議論文60余篇，已授權國家發明專利6項。

工作經歷:

· 2020.08 – 至今 中國石油大學（北京），非常規油氣科學技術研究院，研究員，博士/碩士生導師

· 2019.01 – 2020.07 中國石油大學（北京），非常規油氣科學技術研究院，副研究員，碩士生導師

· 2018.05 – 2018.12 Rice University, Department of Earth Science, Postdoctoral Research Fellow

· 2014.01 – 2016.12 S-Cube Ltd., Technical Researcher

· 2013.08 – 2017.12 Imperial College London, Department of Earth Science, Research Associate

教育經歷：

· 2009.09 – 2013.07 英國帝國理工大學, 地球物理學，博士

· 2005.09 – 2008.07 中國地質大學（北京），地球探測與信息技術，碩士

· 2003.09 – 2005.07 中國地質大學（北京），計算機科學與技術，本科（第二專業）

· 2001.09 – 2005.07 中國地質大學（北京），地球物理學，本科

獲獎情況:

· 2020 中國地球物理學會“傅承義青年科技獎”

· 2018 SEG2018最佳論文獎 Best top 25 papers of SEG 2018 （25/1025）

· 2018 中國石油大學（北京）“優秀青年學者”

學術兼職：

· 《Petroleum Science》副主編

· 《地球物理學報》編委

期刊論文:

· Wu, B., G. Yao*, Q. Zheng, F. Niu, and D. Wu, 2024, Improved elastic full-waveform inversion of ocean bottom node data: Geophysical Prospecting, 2024, early view.

·  Wang, Z., Z. Zou*, G. Yao*, W. Sun, M. Han, Y. Rui, Q. Cui, and X. Shang, 2024, First-arrival tomography for building velocity model by jointly using seismic lines and sparse nodes: Chinese Journal of Geophysics (in Chinese), 67, no. 9, 3483-3495.

· 王朝麟, 鄒志輝*, 姚剛*, 孫文亮, 韓明亮, 芮擁軍, 崔慶輝, and 尚新民, 2024, 地震測線-稀疏節點聯合初至層析速度建模: 地球物理學報, 67, no. 9, 3483-3495.

· Li, X., Z. Hu, Z. Zou, F. Niu, Y. Tian, W. Liu, and G. Yao*, 2024, A Three-dimensional Immersed Boundary Method for Accurate Simulation of Acoustic Wavefields with Complex Surface Topography: Journal of Geophysics and Engineering, 21, 1339–1355.

· Fang, X.-Y., G. Yao*, Q.-Q. Zheng, P.-M. Zhang, D. Wu, and F.-L. Niu, 2024, Helmholtz decomposition with a scalar Poisson equation in elastic anisotropic media: Petroleum Science, 21.

· Wu, B., G. Yao*, X. Ma, H. Chen, D. Wu, and J. Cao, 2024, Least-squares reverse time migration of simultaneous sources with deep-learning-based denoising: geophysics, 89, no. 3, S289-S299.

· Yao*, G., X. Fang, Q. Zheng, D. Wu, and F. Niu, 2024, Pseudo-Helmholtz decomposition for an elastic VTI wavefield based on wavefront phase direction: geophysics, 89, no. 3, T151-T162.

· Zhang, P., G. Yao*, Q. Zheng, X. Fang, and D. Wu, 2024, An improved pure quasi-P-wave equation for complex anisotropic media: Journal of Geophysics and Engineering, 21, no. 2, 517-533.

· Ma, X., G. Yao*, S. Yuan, F. Zhang, and D. Wu, 2024, Seismic Coherent Noise Removal With Residual Network and Synthetic Seismic Samples: IEEE Geoscience and Remote Sensing Letters, 21, 1-5.

· Zhang, P., and G. Yao*, 2024, Numerical simulation of seismic wavefield based on modified EAL boundary condition: Chinese Journal of Geophysics (in Chinese), 67, no. 1, 261-276.

· Ma, X., G. Yao*, F. Zhang, and D. Wu, 2023, 3-D Seismic Fault Detection Using Recurrent Convolutional Neural Networks With Compound Loss: IEEE Transactions on Geoscience and Remote Sensing, 61, 1-15, Art no. 7501705.

· 張平民, and 姚剛*, 2024, 基于改進的EAL邊界條件的地震波場數值模擬: 地球物理學報, 67, no. 1, 261-276.

· Zheng, Q., and G. Yao*. 2023, An improved elastic wavefield separation method based on the Helmholtz decomposition. Geophysics, 88, no. 4,1-35.

· Fang, X, G. Yao*, F. Niu, and D. Wu. 2023, Estimating optimal parameters of finite-difference scheme for wavefield modelling. Chinese Journal of Geophysics (in Chinese), 66, no. 6, 2520-2533.

· 方修正, 姚剛*, 鈕鳳林, and 吳迪. 2023, 有限差分參數優化選取研究. 地球物理學報, 66, no. 6, 2520-2533.

· Ma, X., G. Yao*, F. Zhang, and D. Wu. 2023, Fault detection method based on pixel difference network. Chinese Journal of Geophysics (in Chinese), 66, no. 4,1649-1663.

· 馬嘯, 姚剛*, 張峰, 吳迪. 2023, 基于像素差分神經網絡的斷層識別方法. 地球物理學報, 66, no. 4,1649-1663.

· Han, Y., B. Wu, G. Yao*, X. Ma, and D. Wu. 2022, Eliminate Time Dispersion of Seismic Wavefield Simulation with Semi-Supervised Deep Learning. Energies, 15, no. 20, 7701.

· Li, X., G. Yao*, F. Niu, D. Wu, and N. Liu. 2022, Waveform inversion of seismic first arrivals acquired on irregular surface. Geophysics, 87, no. 3,1MJ-V246.

· Liu, N., G. Yao*, Z. Zou, S. Wang, D. Wu, X. Li, and J. Zhou. 2022, Two Improved Acquisition Systems for Deep Subsurface Exploration. Frontiers in Earth Science, 11,407.

· Wu, B., G. Yao*, J.-J. Cao, D. Wu, X. Li, and N.-C. Liu. 2022, Huber inversion-based reverse-time migration with de-primary imaging condition and curvelet-domain sparse constraint. Petroleum Science, 19, no. 4, 1542-1554.

· Yao, G., B. Wu, N. V. da Silva, H. A. Debens, D. Wu, and J. Cao*. 2022, Least-squares reverse-time migration with a multiplicative Cauchy constraint. Geophysics, 87, no. 3,1MJ-V246.

· Cao, J.-J., G. Yao, and N. V. da Silva. 2022, Interpolation of Irregularly Sampled Noisy Seismic Data with the Nonconvex Regularization and Proximal Method. Pure and Applied Geophysics, 179,663–678.

· Fang, X., D. Wu, F. Niu, and G. Yao. 2022, A new implementation of convolutional PML for second-order elastic wave equation. Exploration Geophysics,53, no. 5, 501-516.

· Wu, D., Y. Wang, J. Cao, N. V. da Silva, and G. Yao*. 2021, Least-squares reverse-time migration with sparsity constraints. Journal of Geophysics and Engineering, 18, no. 2,304-316.

· Li, X., G. Yao* and D. Wu. 2019, An immersed boundary method with iterative symmetric interpolation for irregular surface topography in seismic wavefield modeling. Journal of Geophysics and Engineering,17, no. 4, 643-660.

· Yao, G., S.X. Wang*, D. Wu. 2020, A review on reflection waveform inversion. Petroleum Science,17, no. 2, 334-351.

· Yao, G., N.V. da Silva, D. Wu*. 2019, Reflection-waveform inversion regularized with structure-oriented smoothing shaping. Pure and Applied Geophysics, no. 12, 5315-5335.

· Yao, G.*, N. V. da Silva, V. Kazei, D. Wu, and C. Yang. 2019, Extraction of the tomography mode with non-stationary smoothing for full-waveform inversion. Geophysics,84, no. 4, R527-R537.

· Yao, G.*, N. da Silva, M. Warner, D. Wu, and C. Yang. 2019, Tackling cycle-skipping in full-waveform inversion with intermediate data. Geophysics,84, no. 3, R411–R427.

· da Silva, N., G. Yao, and M. Warner. 2019, Wave modeling in viscoacoustic media with transverse isotropy. Geophysics, 84, no. 1,C41-C56.

· da Silva, N. V., G. Yao, and M. Warner. 2019, Semiglobal viscoacoustic full-waveform inversion. Geophysics, 84, no. 2,R271-R293.

· Yao, G.*, N. V. Silva, M. Warner, and T. Kalinicheva. 2018, Separation of Migration and Tomography Modes of Full‐Waveform Inversion in the Plane Wave Domain. Journal of Geophysical Research: Solid Earth, 123, no. 2, 1486-1501.

· Yao, G., N. da Silva, and D. Wu*. 2018, An effective absorbing layer for the boundary condition in acoustic seismic wave simulation. Journal of Geophysics and Engineering, 15, no. 2, 495-511.

· Yao, G., N. da Silva, and D. Wu*. 2018, Sensitivity analyses of acoustic impedance inversion with full-waveform inversion. Journal of Geophysics and Engineering, 15, no. 2, 461-477.

· Yao, G.*, N. V. da Silva, H. A. Debens, and D. Wu. 2018, Accurate seabed modeling using finite difference methods. Computational Geosciences, 22, no. 2, 469–484.

· Yao, G.*, N. V. da Silva, and D. Wu. 2018, Forward modelling formulas for least-squares reverse-time migration. Exploration Geophysics, 49, no. 4, 506-518.

· Yao, G., and D. Wu*. 2017, Reflection full waveform inversion. Science China Earth Sciences, 60, no. 10, 1783-1794.

· Yao, G.*, and H. Jakubowicz. 2016, Least-squares reverse-time migration in a matrix-based formulation, Geophysical Prospecting, 64,no. 3, 611-621.

· Yao, G., D. Wu*. and H. A. Debens. 2016, Adaptive finite difference for seismic wavefield modelling in acoustic media, Scientific Reports, 6, 30302.

· da Silva, N. V., and G. Yao. 2018, Wavefield reconstruction inversion with a multiplicative cost function. Inverse Problems, 34, no. 1,015004.

· da Silva, N. V., G. Yao, and M. Warner. 2018, Semi-global inversion of v p to v s ratio for elastic wavefield inversion. Inverse Problems, 34, no. 11,115011.

· Wu, D., G. Yao*., J. Cao and Y. Wang. 2016, Least-squares RTM with L1 norm regularisation, Journal of Geophysics and Engineering, 13, no. 5, 666-673.

· Yao, G. and D. Wu*. 2015, Least-squares reverse-time migration for reflectivity imaging, Science China Earth Science, 58, no. 11, 1982-1992.

· Yao, G. and Liu X. 2010, Resolution of 3D Seismic Acquisition Geometries Based on the Double Focal Beam Method, Progress in Geophysics (in Chinese), 25, no. 2, 432-438.

會議論文:

· Wu, B., G. Yao, M. Xiao, D. Wu, 2024, Least-squares reverse-time migration of simultaneous source with deep-learning-based denoising, 85th EAGE Conference and Exhibition 2024.

· Fang, X., G. Yao, Q. Zheng, P. Zhang, D. Wu, 2024, Pseudo-Helmholtz elastic wavefield decomposition with anisotropic scalar Poisson equation, 85th EAGE Conference and Exhibition 2024.

· Li, X., Z. Hu, Y. Tian, W. Liu, Z. Xu, and G. Yao, 2023, A 3D immersed boundary method for acoustic wavefield simulation with irregular surface topography, Third International Meeting for Applied Geoscience & Energy, SEG Technical Program Expanded Abstracts, 1361-1365.

· Yao, G., X. Fang, Q. Zheng, D. Wu, and H. Chen, 2023, Helmholtz Decomposition for Elastic VTI Wavefield Based on Phase Direction. 84th EAGE Conference and Exhibition 2023.

· Fang, X., F. Niu, and G. Yao. 2021, Estimate optimal parameters of finite-difference scheme for wavefield modelling. 82nd EAGE Conference and Exhibition 2021.

· Wu, B., G. Yao, J. Cao, D. Wu, X. Li, and N. Liu. 2021, Huber inversion-based reverse-time migration with de-primary imaging condition and sparse constraint in curvelet domain. 82nd EAGE Conference and Exhibition 2021.

· Yao, G., N. V. da Silva, M. Warner, D. Wu, and C. Yang. 2019, Tackling cycle-skipping in full-waveform inversion with intermediate data, SEG Technical Program Expanded Abstracts 2019: Society of Exploration Geophysicists. 1560-1564.

· Yao, G., N. V. da Silva, and D. Wu. 2019, Reflection-waveform inversion constrained with structure-oriented smoothing, SEG Technical Program Expanded Abstracts 2019: Society of Exploration Geophysicists. 1615-1619.

· Yao, G., N. da Silva, M. Warner, and D. Wu. 2018, Extraction of tomography mode for full-waveform inversion with nonstationary smoothing, SEG Technical Program Expanded Abstracts 2018.

· Yao, G., N. da Silva, M. Warner, and T. Kalinicheva. 2018, Separation of migration and tomography modes of full-waveform inversion in the plane-wave domain. In 80th EAGE Conference and Exhibition 2018.

· Yao, G., N. da Silva, Warner M., Umpleby A. and Wu D. 2017, Improved FWI Convergence Using Efficient Receiver-side Spatial Preconditioning Employing Ray Theory, 79th EAGE Conference and Exhibition 2017

· Yao, G., Debens H., Silva N., Umpleby A. and Warner M. 2016, Keynote: Full-waveform seismic inversion with high-performance computing: Application to global inversion, in 2016 Workshop: Workshop High Performance Computing, Beijing, China, 14-16 November 2016, edited, pp. 36-36.

· Yao, G. and Warner M. 2015, Bootstrapped Waveform Inversion: Long-wavelength Velocities from Pure Reflection Data, 77th EAGE Conference and Exhibition 2015.

· Yao, G., Debens H.A., Umpleby A. and Warner M. 2015, Adaptive Finite Difference for Seismic Wavefield Modelling, 77th EAGE Conference and Exhibition 2015.

· Yao, G., Warner M. and Silverton A. 2014, Reflection FWI for both Reflectivity and Background Velocity, 76th EAGE Conference and Exhibition 2014.

· Yao, G. and Jakubowicz H. 2013, Non-Linear Least-Squares Reverse-Time Migration, 75th EAGE Conference and Exhibition 2013.

· Yao, G. and Jakubowicz H. 2012, Least-Squares Reverse-Time Migration, 82nd SEG Meeting, Expanded Abstracts, 1-5.

· Yao, G. and Jakubowicz H. 2012, Non-Linear Least-Squares Reverse-Time Migration, 82nd SEG Meeting, Expanded Abstracts, 1-5.

· Yao, G. and Jakubowicz H. 2012, Least-Squares Reverse-Time Migration, 74th EAGE Conference and Exhibition 2012.

· Warner, M., L. Guasch, and G. Yao. 2015, Adaptive Waveform Inversion: FWI Without Cycle Skipping, 2015 Workshop: Depth Model Building: Full-waveform Inversion, Beijing, China, 18-19 June 2015: Society of Exploration Geophysicists. 11-14.

· da Silva N.V., Yao G., Warner M., Umpleby A. and Debens H. 2017, Global Visco-Acoustic Full Waveform Inversion, 79th EAGE Conference and Exhibition 2017

授權國家發明專利:

1. 全波形反演梯度計算中分離偏移和層析成像模式的方法，專利號：ZL201711462842.9 授權公告日: 2019年

2. 一種全波形反演中原始梯度的層析分量提取方法. 專利號： 201810596430.2. 授權公告日: 2019年

3. 一種克服全波形反演中周期跳躍的方法. 專利號： 201810875786.x. 授權公告日: 2019年

4. 一種最小二乘逆時偏移梯度更新方法. 專利號： 201710969635.6. 授權日期: 2019年

5. 一種沿構造走向光滑約束的反射波波形反演算法.專利號：201910237792.7. 授權公告日: 2020年

6. 一種浸入邊界起伏地表地震波場正演模擬方法. 專利號：201910991754.0. 授權公告日：2021年

7. 一種低噪音的最小二乘逆時偏移方法. 專利號：202210201779.8. 授權公告日：2024年