职称：教授，博导/硕导
学科方向：勘探地球物理学
研究方向：
· 全波形反演
· 地震波偏移成像
· 地震波波场数值模拟
· 大规模并行计算和最优化算法
· 人工智能及其在地球物理中的应用
win德赢手机版登录专业：
勘查技术与工程（勘探地球物理）、地球物理学、物理学、数学、计算机科学与技术、数据科学与大数据
欢迎有志青年加入wavetomo团队，同心协力探索地震波成像反演的前沿技术
电子邮件：yaogang@visitkutahya.com
网站： www.wavetomo.com
个人简介：
姚刚 博士现为win德赢手机版登录（北京）研究员，，担任《Petroleum Science》副主编、《地球物理学报》编委，本科及硕士毕业于中国地质大学（北京）勘探地球物理专业，2013年在英国帝国理工大学获得博士学位，毕业后加入主要研究最小二乘逆时偏移，全球知名地球物理学家、帝国理工大学Mike Warner教授领导的Fullwave Consortium主要研究全波形反演理论从事博士后工作，主持win德赢手机版登录自然基金重点和面上及企业横向项目多项，及其工业化应用，已发表国际期刊和会议论文60余篇，已授权win德赢手机版登录发明专利10项，软著6项。 对照阅读
工作经历:
· 2020.08 – 至今 win德赢手机版登录（北京），研究员，博士/硕士生导师
· 2019.01 – 2020.07 win德赢手机版登录（北京），副研究员，硕士生导师
· 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
win德赢手机版登录经历：
· 2009.09 – 2013.07 英国帝国理工大学, 地球物理学，博士
· 2005.09 – 2008.07 中国地质大学（北京），地球探测与信息技术。硕士
· 2003.09 – 2005.07 中国地质大学（北京），计算机科学与技术，本科（第二专业）
· 2001.09 – 2005.07 中国地质大学（北京），地球物理学，本科
获奖情况:
· 2025 中国地球物理学会“科技进步二等奖”
· 2020 中国地球物理学会“傅承义青年科技奖”
· 2018 SEG2018最佳论文奖 Best top 25 papers of SEG 2018 （25/1025）
· 2018 win德赢手机版登录（北京）“优秀青年学者”
学术兼职：
· 《Petroleum Science》副主编
· 《地球物理学报》编委
期刊论文:
· Chen, Q., and G. Yao*, 2026, Reflection-waveform inversion based on demigration denoising: Chinese Journal of Geophysics (in Chinese), 69, no. 2, 824-837. 延伸阅读
· 陈曲扬, and 姚刚*, 2026, 基于反偏移去噪的反射波波形反演: 地球物理学报, 69, no. 2, 824-837.
· Gao, F., G. Yao, and Z. Liu, 2025, Seismic waveform inversion with Fourier-based gradient shaping: Journal of Geophysics and Engineering, 22, no. 6, 1822-1836. 继续了解
· Liu, N., S. Wang, B. Wu, and G. Yao*, 2026, A reflection waveform inversion method based on de-migrated data of characteristic reflection layer: Petroleum Science Bulletin, 11, no. 1, 54-65.
· 刘能超, 王尚旭, 吴博, and 姚刚*, 2026, 基于特征层位反偏移数据的反射波形反演方法: 石油科学通报, 11, no. 1, 54-65.
· Liu, N., F. Zhang, S. Wang, Z. Zhang, H. Sun, and G. Yao*, 2025, Joint velocity building and imaging of compressional and shear waves: application to gas cloud imaging: Journal of Geophysics and Engineering, 22, no. 6, 1926-1941.
· Yao*, G., B. Wu, P. Zhang, N. Liu, and D. Wu, 2025, Full-Waveform Inversion With a Symmetric-Form Acoustic VTI Wave Equation: Geophysical Prospecting, 73, no. 9, e70116.
· Fang, X., G. Yao*, Q. Zheng, P. Zhang, D. Wu, and F. Niu, 2025, Fast P/S wavefield decomposition for vertical transverse isotropic media based on wavefront phase direction: Chinese Journal of Geophysics (in Chinese), 68, no. 4, 1472-1486.
· 方鑫宇, 姚刚*, 郑青青, 张平民, 吴迪, and 钮凤林, 2025, 基于波前相位方向横向各向同性介质的快速纵横波场分解: 地球物理学报, 68, no. 4, 1472-1486.
· Tan, Z., G. Yao*, F. Zhang, and D. Wu, 2025, Full-Waveform Inversion With Denoising Priors Based on Graph Space Sinkhorn Distance: IEEE Transactions on Geoscience and Remote Sensing, 63, 1-13, Art no. 5906613.
· Li, Z., and G. Yao*, 2025, Addressing cycle‐skipping in full‐waveform inversion using acoustic wave energy, 73, no. 3, 960-976.
· Wu, B., G. Yao*, Q. Zheng, F. Niu, and D. Wu, 2025, Improved elastic full-waveform inversion of ocean bottom node data: Geophysical Prospecting, 73, no. 3, 923-941.
· 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, 邹志辉*, 姚刚*, 孙文亮, 韩明亮, 芮拥军, 崔庆辉, and 尚新民, 2024, 地震测线-稀疏节点联合初至层析速度建模: 地球物理学报, 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, no. 3, 1597-1610.
· 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, Art no. 7501705.
· 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.
· 张平民, and 姚刚*, 2024, 基于改进的EAL边界条件的地震波场数值模拟: 地球物理学报, 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. 5909815.
· 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, 姚刚*, 钮凤林, and 吴迪. 2023, 有限差分参数优化选取研究. 地球物理学报, 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.
· 马啸, 姚刚*, 张峰, 吴迪. 2023, 基于像素差分神经网络的断层识别方法. 地球物理学报, 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 X. Liu. 2010, Resolution of 3D Seismic Acquisition Geometries Based on the Double Focal Beam Method, Progress in Geophysics (in Chinese), 25, no. 2, 432-438.
会议论文:
· 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
授权win德赢手机版登录发明专利:
1. 全波形反演梯度计算中分离偏移和层析成像模式的方法，专利号：ZL201711462842.9 授权公告日: 2019年
2. 一种全波形反演中原始梯度的层析分量提取方法. 专利号： 201810596430.2. 授权公告日: 2019年
3. 一种克服全波形反演中周期跳跃的方法. 专利号： 201810875786.x. 授权公告日: 2019年
4. 一种最小二乘逆时偏移梯度更新方法. 专利号： 201710969635.6. 授权日期: 2019年
5. 一种沿构造走向光滑约束的反射波波形反演算法.专利号：201910237792.7. 授权公告日: 2020年
6. 一种浸入边界起伏地表地震波场正演模拟方法. 专利号：201910991754.0. 授权公告日：2021年
7. 一种低噪音的最小二乘逆时偏移方法. 专利号：202210201779.8. 授权公告日：2024年
8. 各向异性介质中纵横波的伪亥姆霍兹分解方法、装置和介质. 2023 1 0261163.4. 授权公告日：2025年
9. 基于亥姆霍兹分解的弹性波场分离方法、装置和介质. 2023 1 0191619.4. 授权公告日：2025年
10. 基于自伴随VTI方程的全波形反演方法、装置、介质及设备. 2024 1 1218000.9. 授权公告日：2025年
授权软件著作权：
1. 2D各向同性声波高分辨FWI软件
2. 3D各向同性声波高分辨FWI软件
3. 2D各向同性弹性波高分辨FWI软件
4. 3D各向同性弹性波高分辨FWI软件
5. 2DVTI各向异性qP波高分辨FWI软件
6. 3DVTI各向异性qP波高分辨FWI软件
