»姓名：刘红伟 | »系属： 地球物理系 |
|
»学位：博士 | »职称：教授 | |
»专业：勘探地球物理 | »导师类别：博士生导师 | |
»电子邮箱：liuhongwei29@outlook.com；liuhongwei29@upc.edu.cn | ||
»联系电话：13466324003 | ||
»通讯地址：金沙js9线路中心 | ||
»概况：山东青岛人，教授，博士生导师，入选国家高层次人才计划，金沙js9线路中心（华东）“光华学者”。 | ||
◎研究方向 主要从事勘探地震学及高性能计算研究。研究兴趣包括海量地震数据偏移成像理论与应用，高性能计算地震数据模拟算法研究与应用，四维地震与二氧化碳封存监测，全波形反演，超声数据成像与反演以及人工智能。 ◎教育经历 2005年09月-2010年05月，中国科学院地质与地球物理研究所获得固体地球物理学博士学位 2001年09月-2005年07月，中国科学技术大学获得固体地球物理学学士学位 ◎工作经历 2022年11月-至今，金沙js9线路中心（华东），金沙js9线路中心，教授 2013年02月-2022年11月，沙特阿美国家石油公司（Saudi Aramco, Dhahran, Saudi Arabia）高级地球物理研究员，历任休斯顿研发 中心地球物理课题组以及北京研发中心地球物理课题组负责人。 2010年05月-2013年02月，中国科学院地质与地球物理研究所博士后 ◎学术兼职 《Journal of Geophysics and Engineering》 副主编 SEG/EAGE/SPE/中国地球科学联合会 会员 ◎主讲课程 ◎指导研究生及博士后 ◎承担项目 1. 2022.11－2025.11 国家青年特聘专家项目科研启动经费，第一负责人。 2. 2013.01－2016.12 国家自然科学基金面上项目：GPU/CPU协同加速的双变网格最小二乘逆时偏移理论方法研究(课题编号：41274124)，第二负责人。 3. 2012.01－2014.12 国家自然科学基金：GPU/CPU协同并行计算海量地震资料叠前逆时偏移理论与应用 (课题编号：41104078)，第一负责人。 4. 2012.09－2013.09 第5批博士后科研基金特别资助，海量地震资料叠前逆时偏移理论与GPU 加速技术研究 (课题编号：2012T50134)，第一负责人。 5. 2010.09－2012.09 第48批博士后科研基金资助，三维叠前逆时偏移理论及GPU加速技术研究 (课题编号：20100480450)，第一负责人。 沙特阿美工作期间承担研发项目 1. 2021.08－2022.11 Aramco Kirchhoff Depth Migration (AKMIG) on GPU/CPU Hybrid computing system Dammam-7. 第一负责人。 2. 2021.8－2022.11 Saudi Aramco Geodrive Reverse Time Migration application on Dammam-7. 第一负责人。 3. 2018.01－2022.05, Saudi Aramco Reflection Full waveform inversion. 第一负责人。 4. 2016.05－2018.05, Petaflop scale 3D reverse time migration on Shaheen II in KAUST, 第一负责人. 5. 2013.05－2016.05, Multifrontal Hierarchically Semi-separable Solver for 3D Helmholtz Problem with Institute of Petroleum Geology and Geophysics SB RAS, 第一负责人. ◎获奖情况 2012年 陈宗器地球物理优秀论文奖 2016年 《Geophysics》刊物最佳论文提名奖 2016年 沙特阿美研发部门第一届SPARX优秀员工奖 ◎荣誉称号 2020年6月至2022年6月担任沙特阿美华人协会主席 2020年11月入选国家高层次海外人才计划 2022年11月入选金沙js9线路中心（华东）“光华学者” ◎著作 ◎论文 Ø SCI期刊文章 1.Liu, H. and Y. Luo, 2022, An explicit method to calculate implicit spatial finite differences: Geophysics, 87, no. 2, T157–T168, doi: 10.1190/geo2021-0001.1. 2. Liu H. and Y. Luo, 2021, An analytic signal-based accurate time-domain viscoacoustic wave equation from the constant-Qtheory: Geophysics, 86, no 3, T117-T126, doi: 10.1190/GEO2020-0154.1. 3.Liu H., Y. Luo, and MN Al-Ali, 2020, Converted wave model building and imaging based on common focus point methodology: Geophysics, 85 (6), U139-U149, doi: 10.1190/GEO2019-0549.1. 4. Liu H., Y. Luo, 2020, Making true amplitude angle domain common image gathers using invertible Radon transform, Communications in Computational Physics, 28, 128-140, doi: 10.4208/cicp.OA-2018-0074. 5. Liu H., 2020, An optimal numerical solver for elastic wave simulation, Exploration Geophysics, 51 (5), 591~599, doi: 10.1080/08123985.2020.1757997. 6. Liu H., and H. Zhang, 2019, Reducing computation cost by Lax-Wendroff methods with fourth-order temporal accuracy, Geophysics, 84, T109-T119, doi: 10.1190/geo2018-0196.1. 7. Liu H., M. Ali and Y. Luo, 2019, Reverse time adjoint migration: Geophysics, 84, R401-R410, doi: 10.1190/GEO2018-0381.1. 8.Liu H., and MN Al-Ali, 2018, Common-focus point-based target-oriented imaging approach for continuous seismic reservoir monitoring, Geophysics, 83, P. M41–M48, doi: 10.1190/GEO2017-0842. 9. Liu H. and H. Liu, 2013, Wavefield reconstruction methods for reverse time migration: Comment on ‘Reverse time migration with source wavefield reconstruction strategy’: Journal of Geophysics and Engineering, 10, 028001, doi:10.1088/1742-2132/10/2/028001. 10.Liu H., R. Ding, L. Liu and H. Liu, 2013, Wavefield reconstruction methods for reverse time migration: Journal of Geophysics and Engineering, 10(1), 015004, doi: 10.1088/1742-2132/10/1/015004. 11.Liu H., B. Li, H. Liu, X. Tong, Q. Liu, 2012. The issues of pre-stack reverse time migration and solutions with GPU implementation. Geophysical Prospecting, 60, 906–918, doi: 10.1111/j.1365-2478.2011.01032.x. 12. Liu H., B. Li, H. Liu, X. Tong, Q. Liu, 2012. A Fourier integral algorithm and its GPU/CPU collaborative implementation for one-way wave equation migration. Computers & Geosciences, 45, 139–148. doi: 10.1016/j.cageo.2011.10. 029. 13.Liu H., H. Liu, B. Li, X. Wang, X. Tong and Q. Liu, 2011, Pre-stack reverse time migration for rugged topography and GPU accelerating technology: Chinese Journal of Geophysics, 54(7): 1883~1892, doi: 10.3969/j.issn.0001-5733.2011.07.022. 14. Liu H., B. Li, H. Liu, X. Tong, Q. Liu, 2010, The algorithm of high order finite difference pre-stack reverse time migration and GPU implementation: Chinese Journal of Geophysics, 53(7): 1725~1733, doi: 10.1002/cjg2.1530. (Chen Zongqi Best paper award of Geophysics, 2012) 15.Liu H, Z. Zou, H. Liu and Y. Cui, 2010, The problems of denoise and storage in seismic reverse time migration: Chinese Journal of Geophysics, 53(9), 2171-2180, doi: 10.3969/j.issn.0001-5733.2010.09.017 16. Liu H., H. Liu, Y. Qin and H. Shou, 2008, Extrapolate well logs based on the constrained interpolation algorithm: Applied Geophysics, 5(4): 307~313, doi: doi.org/10.1007/s11770-008-0032-4. 17. Zhang, D., T. Fei, S. Han, C. Tsingas, Y. Luo, and H. Liu, 2022, Automatic first-arrival picking workflow by global path tracing: Geophysics, 87, no. 1, U9-U20, doi: 10.1190/GEO2021-0162.1. 18. Zhao, Y., T. Liu, X. Jia, H. Liu, Z. Xue, H. Zhang, H. Zhu, and H. Liang, 2020, Surface-offset gathers from elastic reverse time migration and velocity analysis, Geophysics, 85, S47-S64, doi.org/10.1190/geo2018-0676.1. 19. Zhao, Y., F. Niu, H. Liu, X. Jia, J. Yang, and S. Huo, 2020, Source‐receiver interferometric redatuming using sparse buried receivers to address complex near‐surface environments: a case study of seismic imaging quality and time‐lapse repeatability, Journal of Geophysical Research: Solid Earth, doi: 10.1029/2020JB019496. 20.Zhang H., H. Liu, and Y. Zhao, 2019, Constraints on the anisotropic parameters for pseudoelastic vertical transverse isotropy wave equations and the applications on imaging carbonate reservoirs, Geophysics, 84, C85-C94, doi: 10.1190/geo2017-0778.1. 21. Zhao Y., H. Zhang, H. Liu, D. Zhang, and M. Sengupta, 2018, Target-oriented diversity stacking for virtual-source imaging and monitoring: The Leading Edge, 37, 764–773, doi: 10.1190/tle37100764.1. 22. Zedong Wu, H. Liu, and Tariq Alkhalifah, 2018, Pure quasi-P-wave calculation in transversely isotropic media using a hybrid method: Geophysical Journal International, 214, 421–429, doi: 10.1093/gji/ggy151. 23. Wang, X., X. Ji, H. Liu, and Yi Luo, 2018, Fast plane-wave reverse time migration: Geophysics, 83, S549-S556, doi: 10.1190/geo2017-0688.1. 24. Luo Y., Y. Ma, Y. Wu, H. Liu, and L. Cao, 2016, Full-traveltime inversion, Geophysics, 81, R261-R274, doi: 10.1190/geo2015-0353.1. 25. Fei T., Y. Luo, J. Yang, H. Liu, and F. Qin, 2015, Removing false images in reverse time migration, the concept of de-primary, Geophysics, 80, S237-S244. doi: 10.1190/geo2015-0289.1. (Honorable mention in the category of Best paper of Geophysics, 2015-16) 26.Liu L., R. Ding, H. Liu and H. Liu, 2015. 3D hybrid-domain full waveform inversion on GPU: Computers & Geosciences, 83, 27~36. doi: 10.1016/j.cageo.2015.06.017. 27. Liang W., C. Yang, Y. Wang and H. Liu, 2013, Acoustic wave equation modeling with new time-space domain finite difference operators: Chinese Journal of Geophysics, 56(10): 3497-3506, doi: 10.6038/cjg20131024. 28.Liu L., H. Liu and H. Liu, 2013, Optimal 15-point finite difference forward modeling in frequency-space domain: Chinese Journal of Geophysics, 56(2), 644-652, doi: 10.6038/cjg20130228. 29.Li B., M. Li, H. Liu, et al, 2012, Stability of reverse time migration in TTI media: Chinese Journal of Geophysics, 55(4): 1366-1375, doi: 10.6038/j.issn.0001-5733.2012.04.032. 30. Li B., H. Liu, G. Liu, et al., 2010, Computational strategy of seismic pre-stack reverse time migration on CPU/GPU: Chinese Journal of Geophysics, 53(12): 2938-2943, doi: 10.3969/j.issn.0001-5733.2010.12.017. 31.Zou Z., H. Liu and H. Liu, 2010, Common-angle gathers based on Kirchhoff pre-stack time migration: Chinese Journal of Geophysics, 53(5): 1207-1214, doi: 10.3969/j.issn.0001-5733.2010.05.023. 32.Lu Liu, Sindi Ghada, Fuhao Qin, and Hongwei Liu, Efficient anti-leakage and anti-aliasing Fourier reconstruction for high-dimension seismic data regularization using cube removal and GPU, 2022, submitted to Geophysics; 33. Yujin Liu, Hongwei Liu, Yi He, and Fuhao Qin, 2022, GPU-accelerated Kirchhoff depth migration for fast subsurface imaging, IEEE Transactions on Computational Imaging, submitted. 34.Yujin Liu, Yue Ma, Hongwei Liu, and Yi Luo, 2022, High-resolution stacking of seismic data with fast Capon beamforming, IEEE Transactions on Geoscience and Remote Sensing, submitted. 35.Houzhu Zhang*, Hong Liang, Hongwei Liu, Yang Zhao, Decomposition and properties of the traveltime sensitivity kernels in transversely isotropic elastic media, Minerals, Special issue on Theory and Applications of Seismic Inversion. Minerals 2022, 12, 1583. Doi: https://doi.org/10.3390/min12121583. 36.Zhang Houzhu, Hong Liang, Hongwei Liu, and Shuo Zhang, Distributed Iterative Reweighted Least Square algorithm for high-resolution finite-frequency traveltime velocity inversion using VSP data, Journal of applied geophysics, 2022 submitted on 11/04/2022. Minor revision on Dec. 17th, 2022. Ø 国际会议文章 37.Liu H., 2022, Broadband integral full waveform inversion (BIFWI) on medical imaging, 82nd EAGE Annual Conference & Exhibition, p.1 – 5, doi: 10.3997/2214-4609.202210585. 38.Liu H. and Hussain Salim, 2022. An explicit solution suited for HPC to calculate the implicit FDs, Sixth EAGE High Performance Computing Workshop. Milan, Italy. 39.Liu H., 2021, Using a broadband wavelet for full waveform inversion on reflected seismic waves, 82nd EAGE Annual Conference & Exhibition, p.1 – 5, doi: 10.3997/2214-4609.202112586. 40.Liu H., Tong Fei and Yi Luo,Using solid data to guide the first arrival picking and QC the inversion result, 2021, Near Surface Geoscience Conference & Exhibition, EAGE. 41. Liu H. and Yi Luo, 2021, wavepath tracking for understanding the near surface Shingle waves, SEG/DGS Workshop: Challenges & New Advances in Velocity Model Building. 42.Liu, H. and Yi Luo, 2020, A generalized time-domain equation based on the constant-Q theory for visco-acoustic wave simulation: SEG Technical Program Expanded Abstracts, 2633-2637, doi: 10.1190/segam2020-3418614.1 43. Liu, H. and Yi Luo, 2019, Comparing four numerical stencils for elastic wave simulation: SEG Technical Program Expanded Abstracts, 3745-3749, doi: 10.1190/segam2019-3199192.1. 44.Liu, H. MN Al-Ali, and Yi Luo, 2019, CFP-based shear wave velocity model building: SEG Technical Program Expanded Abstracts, 2679-2683, doi: 10.1190/segam2019-3203782.1. 45.Liu, H., A. Fox, K. Sliz, H. Zhang, and Y. Zhao, 2018, A stable constraint for pseudoelastic anisotropic reverse time migration: SEG Technical Program Expanded Abstracts, 4347-4351, doi: 10.1190/segam2018-2978628.1. 46.Liu, H. and MN Al-Ali, 2018. A Target Oriented Common Image Gather Generation for Continuous Seismic Reservoir Monitoring: 80th EAGE Expanded Abstract. Doi: 10.3997/2214-4609.201801290. 47.Liu, H. and MN Al-Ali, 2017. A Target-oriented Imaging Approach for Continuous Seismic Reservoir Monitoring: 79th EAGE Expanded Abstract. Doi: 10.3997/2214-4609.201700762. 48.Liu, H. and X. Ji, 2017, 3D RTM based amplitude preserving ADCIGs for irregular geometries: SEG Technical Program Expanded Abstracts, 4458-4462, doi: 10.1190/segam2017-17672067.1. 49.Liu, H., and Yi Luo, 2015. Invertible radon transform for making true amplitude angle gathers, SEG Technical Program Expanded Abstracts: 4158-4163, doi: 10.1190/segam2015-5844620.1. 50.Liu, H., H. Liu, X. Shi, R. Ding and J. Liu, 2012, GPU based PSPI One-way wave high resolution migration: SEG Technical Program Expanded Abstracts, 1-5, doi: 10.1190/segam2012-0454.1. 51.Liu, H., B. Li, H. Liu, et al., 2011, The problems of pre-stack reverse time migration and solutions with GPU implementation: 73rd Conference and Exhibition, EAGE, Extended Abstracts, P268, doi: 10.3997/2214-4609.20149556. 52.Liu, H., H. Liu, R. Zeng and Y. Qin, 2007, The elementary event-pursuit method of fitting seismic traces with well logs: SEG, Expanded Abstracts, 1377~1380, doi: 10.1190/1.2792756. 53. Liu, H., H. Liu and Y. Li, 2009, Calculation of asymmetry traveltime for prestack time migration adaptive to strongly lateral varied media: Beijing 2009 International Geophysical Conference and Exposition, 239-243, doi: 10.1190/1.3603764. 54.Liu, H, and H. Liu, 2010. The GPU/CPU based Fourier integration depth migration: algorithm and implementation: SPG’s 8th Biennial Conference & Exposition on Petroleum Geophysics, Hyderabad, India, P-239. 55.Yujin Liu, Hongwei Liu, Yi He, Fuhao Qin, and Yue Du, 2022, Accelerated Kirchhoff depth migration on CPU-GPU heterogeneous computing systems, Second International Meeting for Applied Geoscience & Energy, 2724-2728, doi: 10.1190/image2022-3747035.1. 56.Yujin Liu, Hongwei Liu, Yi He, Fuhao Qin, and Yue Du, 2022, Fast extraction of local angle domain common image gathers with GPU-accelerated Kirchhoff depth migration, CPS Geophysical Exploration Workshop. 57.Yue Du, Yujin Liu, Yi He, Hongwei Liu, and Yubing Li, 2022, Apply parallel compression on Kirchhoff depth migration, CPS Geophysical Exploration Workshop. 58.Tong Zhou, Yue Ma, Hongwei Liu and Nasher M. BenHasan, 2022, AI Fault Detection Using a Transformer Enhanced U-net, Geophysical Exploration Workshop, 59.Tong Zhou, Yue Ma, Hongwei Liu and Nasher M. BenHasan, 2022, Fault-Transformer: a high-accuracy neural network for seismic fault detection, 5th China Petroleum Geophysics Annual Conference. 60.Yue Ma, Dongliang Zhang, Hongwei Liu, Abdulmohsen Ali, 2022, Using internal multiples for impedance inversion based on Compressive Sensing, SEG workshop on Advances in land seismic data processing: continuing the conversation. 61.Hong Liang, Dongliang Zhang, Hongwei Liu, 2022, Estimation of Anisotropic Parameters from Semblance Picking Using Dynamic Programming, Second International Meeting for Applied Geoscience & Energy, 120-124, doi: 10.1190/image2022-3745035.1. 62. Houzhu Zhang, Hong Liang, and Hongwei Liu, 2022, Practical considerations for computing the kernels of reflection-based full waveform inversion, Second International Meeting for Applied Geoscience & Energy, 962-966, doi: 10.1190/image2022-3739640.1. 63. Houzhu Zhang, Hong Liang, and Hongwei Liu, 2022, Analysis of the impact of demigration on traveltime-based reflection full waveform inversion, Second International Meeting for Applied Geoscience & Energy, 1002-1006, doi: 10.1190/image2022-3745069.1 64. Hong Liang, Houzhu Zhang and Hongwei Liu, 2021, Elastic reverse time migration imaging condition using waveform sensitivity kernels, SEG/DGS Workshop: Challenges & New Advances in Velocity Model Building. 65.Dongliang Zhang, Tong Fei, Yi Luo and Hongwei Liu, 2021, Automatic Traveltime Picking by Global Path Tracing, 1846-1850, doi: 10.1190/segam2021-3577750.1. 66.Yue Du, Yujin Liu and Hongwei Liu, 2021, Enhanced seismic wavepath analysis for near surface shingling data, First International Meeting for Applied Geoscience & Energy, 1891-1895, doi: 10.1190/segam2021-3584280.1. 67.Zhang H., H. Liang and H. Liu, 2021, Impacts of near surface complexities on illumination and velocity inversion kernels, First International Meeting for Applied Geoscience & Energy, 1841-1845, doi: 10.1190/segam2021-3583574.1. 68. Liang H., H. Zhang and H. Liu, 2020, Waveform impedance sensitivity kernel for elastic reverse time migration: SEG Technical Program Expanded Abstracts, 2978-2982, doi: 10.1190/segam2020-3427796.1. 69.Zhang H., H. Liang and H. Liu, 2020, Formulations and properties of traveltime inversion kernels in elastic VTI media: SEG Technical Program Expanded Abstracts, 740-744, doi: 10.1190/segam2020-3425140.1. 70.Liang H., H. Zhang and H. Liu, 2019, Reverse time migration for acoustic impedance inversion using inversion-based imaging condition: SEG Technical Program Expanded Abstracts, 4365-4369, doi: 10.1190/segam2019-3215056.1. 71.Zhao Y., H. Zhang and H. Liu, 2018, Target-oriented diversity stacking for virtual-source imaging and monitoring: SEG Technical Program Expanded Abstracts, 2863-2867, doi: 10.1190/segam2018-2998041.1. 72.Zhang H., H. Liang and H. Liu, 2018, Viscoelastic simulation of wavefield propagation in fractured TTI media: SEG Technical Program Expanded Abstracts, 3959-3963, doi: 10.1190/segam2018-2992461.1. 73. Zhang H., Y. Zhao, H. Baek and H. Liu, 2018, Misfit sensitivity and traveltime inversion kernels in elastic VTI media: SEG Technical Program Expanded Abstracts, 1339-1343, doi: 10.1190/segam2018-2992555.1. 74.Zhao Y., H. Zhang and H. Liu, 2018, Surface-offset gathers from elastic reverse time migration: SEG 2018 Workshop: SEG Seismic Imaging Workshop, 104-109, doi: 10.1190/SEIM2018-27.1. 75. Kostin V., S. Solovyev, H. Liu and Andrey Bakulin, 2017, HSS cluster-based direct solver for acoustic wave equation: SEG Technical Program Expanded Abstracts, 4017-4021, doi: 10.1190/segam2017-17443086.1. 76.Yang J., Y. Luo, X. Ji and H. Liu, 2017, Convex Imaging Condition for Reverse Time Migration, SPE Middle East Oil & Gas Show and Conference, SPE-183895-MS, doi: 10.2118/183895-MS. 77. Xiongwen Wang, Xu Ji, Hongwei Liu, Yi Luo, Fast Plane-Wave Reverse Time Migration, SPE Middle East Oil & Gas Show and Conference, Manama, Kingdom of Bahrain, March 2017, Paper Number: SPE-183920-MS, doi: https://doi.org/10.2118/183920-MS. 78. Ma Y., Y. Wu, L. Cao, Y. Luo and H. Liu, 2016, Full traveltime inversion: SEG Technical Program Expanded Abstracts, 5285-5290, doi: 10.1190/segam2016-13780303.1. 79. Luo, Y., Y. Ma, Y. Wu, and H. Liu, 2015, Full traveltime inversion: Annual International Meeting, SEG, Expanded Abstracts, presented in Adaptive Inversion Workshop. 80.Solovyev S., D. Vishnevsky and H. Liu, 2015, Multifrontal Hierarchically Semi-separable Solver for 3D Helmholtz Problem Using 27-point Finite-difference Scheme, 77th EAGE Conference and Exhibition 2015 Expanded Abstracts, DOI: 10.3997/2214-4609.201413101. 81.Liu L., H. Liu, H. Liu and J. Liu, 2012, Optimal 15-point finite difference forward modeling in frequency-space domain: 82th Annual International Meeting, SEG Expanded Abstracts, SM P1.6, doi: 10.1190/ segam2012-0451.1. ◎专利 Ø 国际专利 1. Hongwei Liu, Yi Luo and Vincent Etienne, 2021, Surface Scattered Noise Reduction, Pub. No. US20180246242; granted on 2021/03/31; US 10,962, 668 B2. 2.Hongwei Liu and Mustafa Al Ali, 2020, generating target-oriented acquisition-imprint-free prestack angle gathers using common focus point operators, App No. 15/878094, Pub. No. US2019/0227183 A1; granted in 2020, Patent No.: US 10684382 B2. 3.Hongwei Liu and Mustafa Ali, 2021, generating target-oriented acquisition-imprint-free prestack angle gathers using common focus point operators, Granted on Jan. 23rd, 2021, US 11016205. 4.Hongwei Liu and Fuhao Qin, 2022, Granted patent: identifying geologic features in a subterranean formation using angle domain gathers sampled in a spiral coordinate space, Granted on June, 7th, 2022. US 11,353,609 B2. 5.Hongwei Liu and Yi Luo, 2022, granted patent US Patent: Identifying Geologic Features in a Subterranean Formation Using Seismic Diffraction and Refraction Imaging. Granted On Aug. 2nd, 2022. US Patent 11,402,529. 6.Hongwei Liu and Yi Luo, 2021, seismic reservoir monitoring using common transmission points, Pub. No. US 2020/0341161 A1. Granted in Oct. 5th, 2021, US 11,137,510 B2. 7. Hongwei Liu and Yi Luo, 2021, high resolution full waveform inversion, Filed in 2019; published on 2021/10/07; US 2021/0311215 A1; 8.Hongwei Liu and Yi Luo, 2021, seismic imaging by visco-acoustic reverse time migration, published in 2021, US 2021/0382192 A1. 9.Hongwei Liu and Yi Luo, method and system for super resolution least-squares reverse time migration, disclosed 2021. 10. Hongwei Liu, Yujin Liu, Song Han, Yue Du and Yi Luo, Application of crossspread gathers to enhance the computational efficiency of 3D prestack Kirchhoff depth migration on a GPUCPU hybrid platform, new name is METHODs and systems for computational efficiency 3D prestack Kirchhoff depth migration, disclosed, 03/29/2021. 11. Hongwei Liu, Hussain Salim, 2022, An accurate implicit finite difference solution for acoustic wave equation based on recursive deconvolution. June, 2022. 12. Mustafa Al Ali, Hongwei Liu, and Philippe Nivlet, 2021, Continuous Seismic Reservoir Monitoring using a common focus point, Pub. No. US 20180267187, granted on 2021/02/10, Patent No.: USO10914853B2 13. Mustafa Al Ali, Hongwei Liu, Tong Fei and Yi Luo, 2022, wave velocity determination for seismic imaging, granted in 09/06/2022, US Patent 11,435,491. 14.Bingbing Sun, Hongwei Liu, Vincent Etienne, and Xu Ji, 2021, Compressing seismic wavefields in three dimensional reverse time migration, Pub. No. US20180292555; granted on May 25th, 2021, US 11016212 B2. 15.Yan Wu, Yue Ma, Lei Cao, Hongwei Liu and Yi, Luo, 2022, Computing amplitude independent gradient for seismic velocity inversion in a frequency domain, No. US 20180335530. Granted on Mar 8th, 2022, US Patent 11,269,097. 16.Mustafa Al Ali, Hongwei Liu, 2019, unified continuous seismic reservoir monitoring, published on 10/22/2020, pub no. US2020/0333489 A1. 17.Xiongwen Wang, Hongwei Liu and Yi Luo, 2019. Fast Plane-Wave Reverse Time Migration, published on 2020/02/6, US2020/0041676 A1; 18.Yang Zhao, Houzhu Zhang, and Hongwei Liu, 2021, AVO imaging condition in elastic reverse time migration, apply number 16/254227, file date 01/22/2019; publication date 07/23/2020, Pub Number US2020/0233112 A1. Granted on Aug. 10th, 2021. US 11,086,036 B2. 19.Ferhan, Ahmed, Hongwei Liu and Constantinos Tsingas, 2022, Disclosure patent Automatic Image Registration of Multicomponent Seismic Data. published, US Patent App. 17/185,369, 2022. 20.Yujin Liu, Hongwei Liu, Fuhao Qin, and Yi He, An adaptive and efficient method for migration aperture tapering in Kirchhoff depth migration, new name: Method and System of Imaging Hydrocarbon Reservoirs Using Adaptive Aperture Tapering in Kirchhoff Depth Migration, disclosed in 2022. 21.Yujin Liu, Hongwei Liu, Fuhao Qin, Yi He, and Yue Du, method and system for determining migration data using cross-spread gathers and parallel processing, old name is An efficient parallel architecture for GPU-accelerated Kirchhoff depth migration. Disclosed 2022. 22.Yi He, Yujin Liu, Hongwei Liu, Fuhao Qin, and Yue Du, Systems and method of parallel cross-spread sorting for seismic data. systems and method of parallel cross-spread sorting for seismic data,Your Ref.: SA91036-P6379; Our Ref.: 18733-1036001 23.Lu Liu, Fuhao Qin, Sindi Ghada, and Hongwei Liu, 2022, An efficient strategy for high-dimension seismic data anti-leakage regularization on a CPU/GPU collaborative computing platform, new name is method and system for determining interpolated seismic data using interpolation windows and parallel processing, disclosed. 24.Yue Ma, Yujin Liu, Hongwei Liu, Adaptive soft thresholding method for noised suppression of seismic-while-drilling data, disclosed 2022. Your Ref.: SA91044-P6380; Our Ref.: 18733-1044001, new name is: System and method for reducing coherent and random noise in seismic data. 25.Yuhan Sui, Yue Ma, Hongwei Liu, Dongliang Zhang, Seismic adaptive multiple subtraction using structure-oriented matching filter, disclosed. 2021. Your Ref.: SA91040-P6345; Our Ref.: 18733-1040001. New name is “Method and system for seismic adaptive multiple subtraction using structure-oriented matching filters”. 26.Yujin Liu, Hongwei Liu, Song Han, Yi He, Yue Du, Application of twin block gathers to enhance the computational efficiency of 3D prestack Kirchhoff depth migration on a GPU/CPU hybrid platform, new name is method and system for determining migration data using multi block gathers, Disclosed, 05/20/2021. 27.Yue Ma, Hongwei Liu, Constantinos Tsingas, Woodon Jeong, Land application of optimized seismic acquisition geometry design based on Compressive Sensing. Disclosed on Q4/2022. 28.Lu Liu, Hongwei Liu, Shear-wave velocity inversion using surface waves and deep learning, Disclosed, 09/29/2022. 29.Yujin Liu, Yi He, Hongwei Liu, and Fuhao Qin, Traveltime-preserved smoothing by least-squares inversion and shaping regularization. Disclosed in 2022. Ø 国内专利 30. Hongwei Liu, H. Liu, B. Li, X. Tong and Q. Liu, 2013, GPU/CPU collaborative parallel computing for Fourier integral one-way wave equation for depth migration, granted in 2013, No. 201110190524.8； 31.Hongwei Liu, X. Tong, H Liu, B. Li and Q. Liu, 2013, GPU/CPU collaborative parallel computing prestack reverse time migration for rugged topography, granted in 2013, No. 201110190520.x Ø 转件著作权 1. 刘红伟等，2011，基于GPU实现的起伏地表叠前逆时偏移软件V1.0，2011SR066315； 2. 刘红伟等，2011，基于GPU实现的双程波波动方程地震波场正演与仿真软件V1.0，2011SR066336； 3. 刘红伟等，2011，利用GPU实现的三维叠前逆时偏移成像软件V1.0，2010SR052999； 4. 刘红伟等，2013，逆时偏移成像道集生成系统V1.0，2013SR023441； 5. 刘红伟等，2013，地质速度模型插值系统V1.1，2013SR023443； 6. 刘红伟等，2013，地震数据筛选系统V1.1，2013SR023455； 7. 刘红伟等，2013，基于GPUCPU实现的地震勘探室内采集系统V1.1，2013SR023550； 8. 刘红伟等，2013，基于GPUCPU实现的逆时偏移系统V1.1，2013SR023450； 9.刘红伟等，2013，逆时偏移前地震数据分块系统V1.1，2013SR023445； 10.邹振，刘红伟等，2011，基于CUDA的叠前时间偏移角指标共像点道集成像软件V1.0；2011SR000546. | ||
