王珣，河南新乡人，中共党员，副教授，博士生导师，应用地球物理系副主任。

主要从事电磁法正反演理论与应用、探地雷达方法、工程与环境地球物理方面的研究工作。

发表SCI论文62篇，第一或通讯作者SCI论文36篇，其中JCR Q1论文18篇，高被引论文1篇。出版地球物理正反演相关专著3部，软件著作权5项，申请/授权国家发明专利10余项。科研成果引用1100余次，H指数19。

主持国家自然科学基金项目2项，国家科技重大专项子课题1项，湖南省优秀青年基金、青年项目等，参与国家自然科学基金、国家重点研发计划项目等十余项。曾获2022年中国地球物理科技进步二等奖(R2)，2023年获湖南省优秀博士学位论文。

兼任湖南省地球物理学会副秘书长、工程地球物理专业委员会委员，担任JGE青年编委，Applied Sciences 专刊编辑，Remote Sensing of Environment、IEEE GRSM、IEEE TGRS、Science China-Earth Sciences、Geophysics、GJI、地球物理学报等期刊审稿人。

讲授课程：地球物理场论、地球物理数据处理与反演、探地雷法方法原理及应用、地球物理正反演算法前沿、电磁智能探测前沿。

欢迎有地球物理、数学、电子信息和计算机科学等相关背景的同学加入课题组！

ResearchGate

GoogleScholar

https://orcid.org/0000-0002-3039-4683

2025 年

1.      Wang X.; Yuan W.; Feng D.; et al. STNN-Driven Impedance Initialization for Enhanced GPR Full-Waveform Inversion. IEEE Transactions on Geoscience and Remote Sensing. Undergoing Review.

2.      Wang X.; Yu T.; Feng D.; Li B.; Ding S.. Spatiotemporal Optimization of GPR Full Waveform Inversion Based on Super-Resolution Technology. 2025. IEEE Transactions on Geoscience and Remote Sensing. 63. 5908413.

3.      Wang X.; Qu Y.; Zhu L.; Feng D.; Ding S.; Yuan W.; Li B.; Yu T. Three-Dimensional Permittivity and Conductivity Imaging by Efficient Full Waveform Inversion of 3-D GPR Polarization Data Based on Random Source Strategy. 2025. IEEE Sensors Journal. 25. 12. 22370-22384.

4.      王珣, 袁文韬，余天啸，冯德山，屈驿. 基于全波形反演的小行星雷达数据高精度成像方法. 中南大学学报. (录用)

5.      Yu T.; Wang X.*; Feng D. MCW-SE-FCN: A Fully Adaptable Denoising Network Based on Multi-traces Cross-correlation Window for Enhancing the Focus of GPR RTM Image. Geophysics. Undergoing Review.

6.      Feng D.; Fang Z.; Wang X.*; Ding S. An efficient footprint-guided finite domain algorithm for common offset ground penetrating radar forward modeling. 2025. Journal of Applied Geophysics. 233.105617.

7.      Song L.; Chen Q.; Wang X.*; Sun H.; Yu Z. Quantitative identification of rebar corrosion in concrete based on GPR and transfer learning. 2025. Construction and Building Materials. 502. 144424.

8.      Feng D.; Feng Z.; Huang G.; Tai X.; Qin H.; Wang X.*. Quantitative imaging of road hidden defects using reverse time migration based on deconvolution, attenuation compensation, and optimized full waveform separation. 2025. Journal of Applied Geophysics. 241. 105866.

9.      Cao C.; Feng D.; Tang J.; Wang X*. Seismic Multi-Parameter Full-Waveform Inversion Based on Rock Physical Constraints. 2025. Applied Sciences (Switzerland). 15. 7849.

10.   Ding S.; Wang X.; Feng D.; Xu L.; Irving J.; Holliger K. Frequency-domain vector finite element forward modeling of 3D GPR data using exact PML absorbing boundary conditions. 2025. Computational Geosciences. 29. 20.

11.   Ding S.; Wang X.; Feng D.; Chen C.; Li D.. Potential Impacts of 3-D Polarized GPR Data on Full-Waveform Inversion. 2025. IEEE Geoscience and Remote Sensing Letters. 22. 7509405.

12.   Ding S.; Feng D.; Wang X.; Yu T.; Liu S.; Yang M. Three-Dimensional Imaging of High-Contrast Subsurface Anomalies: Composite Model-Constrained Dual-Parameter Full-Waveform Inversion for GPR. 2025. Applied Sciences (Switzerland). 15. 8401.

13.   Liu S.; Feng D.; Wang X. High-Precision Simulation of Discontinuous Galerkin Algorithm in Dispersive Media for 3-D Ground-Penetrating Radar Based on CFS-PML. 2025. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 18. 20961-20974

14.   Liu Y.; Giannopoulos A.; Feng D.; Wang X. Accelerating GPR Numerical Simulations via Machine Learning: A Sparse Multi-Offset and Supershot Framework. 2025. 13th International Workshop on Advanced Ground Penetrating Radar, IWAGPR 2025 - Proceedings.

15.   Feng D.; Fang Z.; Li B.; Chen C.; Li D.; Tao X.; Cai L.; Tai X.; Liu S.; Wang X. Three-dimensional time domain dual parameter full waveform inversion for ground penetrating radar. 2025. Chinese Journal of Geophysics. 68. 8. 2894-2910

16.   Li B.; Klotzsche A.; Van Der Kruk J.; Hoven D.; Wang X.; Feng D. Possibilities for Reducing FWI Calculation Costs for GPR Multi-Offset Data. 2025. 13th International Workshop on Advanced Ground Penetrating Radar, IWAGPR 2025 - Proceedings. 

2024 年

1.      Feng D.; Su X.; Wang X*.; Zhu L.; Yang J.; Liu J.; Xu C. An Efficient Inversion Framework for Audio-Magnetotellurics with Borehole Constraints Combining Supervised Descent Method and Gaussian Distribution Modeling Strategy. 2024. IEEE Sensors Journal. 24(10):16362-16373.

2.      Feng D.; Li B.; Wang X. *; Tai X.; Chen Z.; Xiao M.; Yu T. GPR Least-Squares Reverse Time Migration Based on the Improved Cross Correlation Window. 2024. IEEE Transactions on Geoscience and Remote Sensing. 62. 5911111. 1-11.

3.      Feng D.; Liu S.; Wang X.*; Ding S.; Zhang H.; Su X.; Chen L.; Yan Z. Analysis of influencing factors of the discontinuous Galerkin algorithm for ground penetrating radar. 2024. Chinese Journal of Geophysics. 67. 3. 1273-1284.

4.      Feng D.; Fang Z.; Wang X.*; Yu T.; Ding S.; Li B.  Efficient Common Offset Ground Penetrating Radar Reverse Time Migration Based on Finite Domain and Optimized Multitraces Cross Correlation Window. 2024. IEEE Geoscience and Remote Sensing Letters. 21. 7506305.            

5.      Feng D.; He L.; Wang X. *; Xiao Y.; Huang G.; Cai L.; Tai X. Efficient Denoising of Multidimensional GPR Data Based on Fast Dictionary Learning. 2024. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 17. 5221-5233.

6.      Liu Y.; Feng D.; Xiao Y.; Huang G.; Cai L.; Tai X.; Wang X. Full-Waveform Inversion of Multifrequency GPR Data Using a Multiscale Approach Based on Deep Learning. 2024. IEEE Transactions on Geoscience and Remote Sensing. 62. 5910212. 1-12.

7.      Zhang H.; Dai Q.; Feng D.; Wang X.; Zhang B. ROI-Binarized Hyperbolic Region Segmentation and Characterization by Using Deep Residual Convolutional Neural Network with Skip Connection for GPR Imaging. 2024. Applied Sciences (Switzerland), 14(11). 4689.

8.      Li B.; Fang Z.; Feng D.; Wang X. Ground-penetrating radar dual-parameter full waveform inversion based on finite domain method. 2024. Journal of Physics: Conference Series. 2887.

2023 年

1.      Wang Xun, Yu Tianxiao, Feng Deshan, Ding Siyuan*, et al. A High-Efficiency Spectral Element Method Based on CFS-PML for GPR Numerical Simulation and Reverse Time Migration. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2023, 16: 1-13. (SCI, JCR Q1, IF: 5.5)

2.      Wang Xun, Yu Tianxiao, Chen Cheng, et al. Improved Reverse Time Migration of GPR Based on Multi-Traces Cross-Correlation Window Imaging Condition. IEEE Geoscience and Remote Sensing Letters, 2023. (SCI, JCR Q1, IF: 4.8)

3.      王珣, 朱磊，冯德山*. 基于EPML的最优系数有限单元法色散介质GPR频率域正演模拟, 地球物理学报, 2023，66(12):5173-5786. (SCI, JCR Q3, IF: 1.4)

4.      Feng Deshan, Li Bingchao, Wang Xun*, et al. An Efficient Dual-Parameter Full Waveform Inversion for GPR Data Using Data Encoding. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61, 5920011. (SCI, JCR Q1, IF: 8.2)

5.      Feng Deshan, Yuxin Liu, Wang Xun*, et al. Inspection and Imaging of Tree Trunk Defects Using GPR Multifrequency Full-Waveform Dual-Parameter Inversion. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61, 5903715. (SCI, JCR Q1, IF: 8.2)

6.      Feng Deshan, Li Bingchao, Wang Xun*, et al. Multiparameter Elastic Full Waveform Inversion Based on Random Source-Encoding and Projection Regularization. IEEE Transactions on Geoscience and Remote Sensing, 2023. 61, 5907112. (SCI, JCR Q1, IF: 8.2)

7.      Feng Deshan, Feng Zheng, Wang Xun*, et al. Reverse Time Migration of Ground Penetrating Radar with Optimized Full Wavefield Separation Based on Poynting Vector Imaging Condition and TV-L1-Based Artifacts Suppression. IEEE Transactions on Geoscience and Remote Sensing, 2023. 61, 5919115. (SCI, JCR Q1, IF: 8.2)

8.      Feng Deshan, Liu Yuxin, Wang Xun*, et al. Efficient source-independent full waveform dual-parameter inversion of common-offset GPR data. Journal of Applied Geophysics, 2023, 208: 104891. (SCI, JCR Q3, IF: 2.0)

9.      Feng D, Liu Y, Zhang B, Wang Xun*. Special Issue on Ground Penetrating Radar: Theory, Methods, and Applications. Applied Sciences. 2023, 13(17):9847. (SCI, JCR Q2, IF: 2.9)

10.   Feng Deshan, Li Bingchao, Cao Cen*, Wang Xun, et al. Multi-Constrained Seismic Multi-Parameter Full Waveform Inversion Based on Projected Quasi-Newton Algorithm. Remote Sensing, 2023, 15(9): 2416. (SCI, JCR Q1, IF: 5.0)

11.   Feng Deshan, Liu Yuxin, Wang Xun, et al. Quantitative Evaluation for the Internal Defects of Tree Trunks Based on the Wavefield Reconstruction Inversion Using Ground Penetrating Radar Data. Forests, 2023, 14(5): 912. (SCI, JCR Q1, IF: 2.9)

2022 年

1.      Feng Deshan, Ding Siyuan, Wang Xun*, et al. Wavefield Reconstruction Inversion of GPR Data for Permittivity and Conductivity Models in the Frequency Domain Based on Modified Total Variation Regularization. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60: 1-14. (SCI, JCR Q1, IF: 8.2)

2.      Feng Deshan, Su Xuan, Wang Xun*, et al. Magnetotelluric Regularized Inversion Based on the Multiplier Method. Minerals, 2022; 12(10):1230. (SCI, JCR Q2, IF: 2.5)

3.      Feng Deshan, Liu Shuo, Wang Xun*, et al. High-order GPU-DGTD method based on unstructured grids for GPR simulation. Journal of Applied Geophysics, 2022:104666. (SCI, JCR Q3, IF: 2.0)

4.      Feng Deshan, Ding Siyuan, Wang Xun*, et al. Wavefield Reconstruction Inversion Based on the Multi-Scale Cumulative Frequency Strategy for Ground-Penetrating Radar Data: Application to Urban Underground Pipeline. Remote Sensing, 2022; 14(9):2162. (SCI, JCR Q1, IF: 5.0)

5.      Feng Deshan, Li Ting, Li Guangchang, Wang Xun*. Reverse time migration of GPR data based on accurate velocity estimation and artifacts removal using total variation de-noising. Journal of Applied Geophysics, 2022: 104563. (SCI, JCR Q3, IF: 2.0)

6.      Pan X.; Liu Z.; Wang P.; Zheng Y.; Li L.; Wang X.; Guo Z.; Liu J. Estimation of in situ stresses from PP-wave azimuthal seismic data in fracture-induced anisotropic media. Geophysics, 2022,87(6), C139-C154.

2021 年

1.      Wang Xun, Feng Deshan*. Multi-parameter Full-waveform Inversion of 3D On- ground GPR with a Modified Total Variation Regularization Scheme, IEEE Geoscience and Remote Sensing Letters, 2021, 18(3):466-470. (SCI, JCR Q1, IF: 4.8)

2.      Feng Deshan, Wang Xun, Zhang Bin*. A frequency-domain quasi-newton-based bi-parameter synchronous imaging scheme for ground penetrating radar with applications in full waveform inversion, IEEE Transactions on Geoscience and Remote Sensing, 2021, 59(3):1949-1966. (SCI, JCR Q1, IF: 8.2)

3.      Feng Deshan, Wang Xiangyu*, Wang Xun, et al. Deep Convolutional Denoising Autoencoders with Network Structure Optimization for the High-Fidelity Attenuation of Random GPR Noise. Remote Sensing, 2021; 13(9):1761. (SCI, JCR Q1, IF: 5.0)

4.      Feng Deshan, Wang Xun, Zhang H, et al. Attribute Recognition of Buried Pipes Based on Multi-Trace Phase Features Using K-means Clustering for GPR Data Interpretation. Journal of Environmental and Engineering Geophysics, 2021, 26(2): 117-132. (SCI, JCR Q3, IF: 1.0)

5.      Feng Deshan, Liu Shuo, Yang Jun, Wang Xiangyu, Wang Xun. The Noise Attenuation and Stochastic Clutter Removal of Ground Penetrating Radar Based on the K-SVD Dictionary Learning. IEEE Access, 2021, 9: 74879-74890. (SCI, JCR Q2, IF: 3.9)

6.      Feng Deshan, Ding Siyuan, Wang Xun. Wavefield reconstruction inversion in the frequency domain of on-ground GPR data[C]//IOP Conference Series: Earth and Environmental Science. IOP Publishing, 2021, 660(1): 012016.

2020 年 以前

1.      王珣, 冯德山*. 基于改进全变差正则化的GPR多尺度全波形双参数同步反演, 地球物理学报, 2020, 63(12): 4485-4501. (SCI, JCR Q3, IF: 1.4)

2.      Wang Xun, Feng Deshan*, Yang Daoxue, et al. An interpolating scaling functions method with low-storage five-stage fourth-order explicit Runge-Kutta schemes for 3D ground penetrating radar simulation, Journal of Applied Geophysics, 2020, 180:104128. (SCI, JCR Q2, IF: 2.0)

3.      Feng Deshan, Wang Xiangyu, Wang Xun*. New dynamic stochastic source encoding combined with a minmax-concave total variation regularization strategy for full waveform inversion, IEEE Transactions on Geoscience and Remote Sensing, 2020, 58(11):7753-7771. (SCI, JCR Q1, IF: 8.2)

4.      Feng Deshan, Su Xuan, Wang Xun*. A modified total variation regularization approach based on the Gauss-Newton algorithm and split Bregman iteration for magnetotelluric inversion, Journal of Applied Geophysics, 2020, 178:104073. (SCI, JCR Q3, IF: 2.0)

5.      Feng Deshan, Zhang Hua, Wang Xun*. Second-generation wavelet finite element based on the lifting scheme for GPR simulation, Applied Geophysics, 2020, 17(1):143-53. (SCI, JCR Q4, IF: 0.7)

6.      Feng Deshan, Cen Cao, Wang Xun*. Multiscale full waveform dual-parameter inversion based on total variation regularization to on-ground GPR data, IEEE Transactions on Geoscience and Remote Sensing, 2019, 57(11): 9450-9465. (SCI, JCR Q1, IF: 8.2)

7.      Feng Deshan, Siyuan Ding, Wang Xun*. An exact PML to truncate lattices with unstructured-mesh-based adaptive finite element method in frequency domain for ground penetrating radar simulation, Journal of Applied Geophysics, 2019, 170:103836. (SCI, JCR Q2, IF: 2.0)

8.      冯德山, 王珣*. 自适应多尺度第二代小波配点法探地雷达数值模拟, 地球物理学报, 2018, 61(9): 3851-3864. (SCI, JCR Q3, IF: 1.4)

9.      冯德山, 王珣*.基于GPU并行的时间域全波形优化共轭梯度法快速GPR双参数反演, 地球物理学报, 2018, 61(11):4647-4659. (SCI, JCR Q3, IF: 1.4,)

10.   冯德山, 王珣*. 基于卷积完全匹配层的非规则网格时域有限元探地雷达数值模拟, 地球物理学报, 2017, 60(1): 413-423. (SCI, JCR Q3, IF: 1.4)

11.   Feng Deshan, Wang Xun, Zhang Bin*. An investigation into the electromagnetic response of small scale random porous media with GPR using FEM of B-spline wavelet on the interval, Journal of Applied Geophysics, 2019, 169:174-182. (SCI, JCR Q2, IF: 2.0)

12.   Feng Deshan, Wang Xun, Zhang Bin*. Improving reconstruction of tunnel lining defects from ground-penetrating radar profiles by multi-scale inversion and bi-parametric full-waveform inversion, Advanced Engineering Informatics, 2019, 41:100931. (SCI, JCR Q1, IF: 8.8)

13.   Zhang Bin, Qianwei Dai, Xiaobo Yin, ZhiWei Li, Feng Deshan, Ya Sun, Wang Xun. An optimized choice of UCPML to truncate lattices with rotated staggered grid scheme for ground penetrating radar simulation, IEEE Transactions on Geoscience and Remote Sensing, 2019. (SCI, JCR Q1, IF: 8.2)

14.   Qianwei Dai, Yi Lei, Zhang Bin, Feng Deshan, Wang Xun, Xiaobo Yin. A practical adaptive moving-mesh algorithm for solving unconfined seepage problem with Galerkin finite element method, Scientific Reports, 2019, 9(1): 6988. (SCI, JCR Q1, IF: 4.6)

15.   Feng Deshan, Wang Xun, Zhang Bin*. Specific evaluation of tunnel lining multi-defects by all-refined GPR simulation method using hybrid algorithm of FETD and FDTD, Construction and Building Materials, 2018, 185: 220-229. (SCI, JCR Q1, IF: 7.4)

16.   冯德山, 刘金宝, 王珣. 含地形起伏的 MT 模型非规则四边形 FEM 正演与反演. 中南大学学报, 2018, 49(3): 626-632. (EI)

17.   冯德山, 王珣. 区间B样条小波有限元GPR模拟双相随机混凝土介质, 地球物理学报, 2016, 59(8): 3098-3109. (SCI, JCR Q3, IF: 1.4)

18.   冯德山, 杨良勇, 王珣. 探地雷达FDTD数值模拟中不分裂卷积完全匹配层对倏逝波的吸收效果研究, 地球物理学报, 2016, 59(12): 4733-4746. (SCI, JCR Q3, IF: 1.4)

19.   冯德山, 杨炳坤, 王珣, 杜华坤. Daubechies小波有限元求解GPR波动方程. 地球物理学报, 地球物理学报, 2016, 59(1): 342-354. (SCI, JCR Q3, IF: 1.4)

20.   冯德山, 杨道学, 王珣. 插值小波尺度法GPR数值模拟及四阶龙格库塔ADE-PML边界条件研究, 物理学报, 2016, 65(23): 234102. (SCI, JCR Q4, IF: 1.0)

21.   石明, 冯德山, 李开鹏, 王珣. 大地电磁三维矢量有限元正演模拟. 湖南大学学报, 2016, 10: 119-125. (EI)

22.   冯德山, 王珣, 杨炳坤, 杜华坤. Daubechies小波有限元联系系数计算的广义最小二乘-复化梯形求积法, 中南大学学报, 2015, 46(12): 4578-4583. (EI)

23.   冯德山, 王珣. 大地电磁双二次插值FEM正演及最小二乘正则化联合反演, 中国有色金属学报, 2013, 23(9): 2524-2531. (EI)

1.      国家自然科学基金委员会，面上项目，42474196，面向目标的三维探地雷达多尺度特征波场成像, 2025.01 - 2028.12，在研，主持

2.      湖南省自然科学基金委员会，优秀青年基金，2025JJ40033，工程隐蔽病害的探地雷达精细智能反演, 2025.01 - 2027.12，在研，主持

3.      国家自然科学基金委员会，青年基金，42104143，基于深度学习及广义高斯分布的时空多尺度GPR全波形反演, 2022.01 - 2024.12，已结题，主持

4.      湖南省自然科学基金委员会，青年基金，2022JJ40584，基于足迹引导的频率域探地雷达三维反演, 2022.01 - 2024.12，已结题，主持

5.      国家自然科学基金委员会，面上项目，42074161，基于压缩感知及有限域策略的GPR数据高效精细波场重构反演，2021.01 - 2024.12，已结题，参加

6.      国家自然科学基金委员会，面上项目，41774132，基于配点策略的新型间断小波Galerkin法复杂GPR模型正演，2018.01 - 2021.12，已结题，参加

7.      国家自然科学基金委员会，青年基金，41704128，基于优化型UCPML和三维旋转交错网格的GPR快速正演研究，2018.01 - 2020.12，已结题，参加

8.      国家自然科学基金委员会，面上项目，41574116，特殊介质的第二代小波有限元/配点法自适应GPR正演及多尺度全波形双参数反演，2016.01 - 2019.12，已结题，参加

1.      地球物理数据处理与反演, 北京: 科学出版社, 2024.08

2.      探地雷达数值模拟及全波形反演, 北京: 科学出版社, 2021.03

3.      探地雷达数值模拟及程序实现, 长沙: 中南大学出版社, 2017.11

4.      探地雷达三维正演软件[软件].王珣, 余天啸, 冯德山, 苏玄, 2023

5.      二维时间域探地雷达全波形反演软件[软件].冯德山, 王珣, 杨军, 丁思元, 李婷, 赵明哲, 梅卫峰, 唐雷,2021

6.      探地雷达二维正演软件[软件].冯德山,杨军, 王向宇, 王珣, 刘菊玖, 罗相涛,2020

7.      大地电磁二维反演软件[软件].冯德山, 苏玄, 杨军, 赵明哲, 王珣, 2021

8.      二维时间域探地雷达逆时偏移软件[软件].广州市市政工程设计研究总院有限公司,  中南大学, 2022

1.      王珣，冯德山，杨军，赵明哲，等 . 一种三维频率域探地雷达双参数同步反演方法，2021-10-25，中国， CN202111243358.3.

2.      王珣，余天啸，屈驿，冯德山，一种基于超分辨技术的探地雷达低内存反演成像方法，国家知识产权局，2024.09.11，中国专利，202411270375X

3.      王珣，朱磊，冯德山，针对共偏移距探地雷达极化数据的三维多参数反演方法，国家知识产权局，2023.12.22，中国专利，202311782108.6

4.      冯德山，王珣，张彬. 一种基于FETD与FDTD耦合的二维模型的探地雷达正演方法，2018-6-19，中国，ZL201810629246.3.

5.      冯德山，王珣，杨道学，王向宇，曹岑. 基于插值尺度函数法的探地雷达三维正演方法，2019-6-3，中国，ZL201910476654.4.

6.      冯德山，王珣，李广场，刘强，曹岑. 探地雷达多尺度全波形双参数反演方法，2019-6-3，中国，ZL201910477198.5.

7.      冯德山，丁思元，王珣. 自适应有限元GPR频率域正演方法，2019-6-3，中国，ZL201910476650.6.

8.      冯德山，王向宇，王珣，曹岑. 一种基于动态随机震源编码的全波形反演方法，2019-12-13，中国，ZL201911281641.8.

9.      杨军，冯德山，刘硕，王珣，张陆军，柳杰. GPU探地雷达复杂介质DGTD正演方法, 2020-10-15, 中国, ZL202011102867.X.

欢迎报考博士和硕士（每年招收1名博士、1-2名硕士生）

在读学生：

屈驿（中南大学，硕转博）：2025级博士，2023级硕士生，基于聚类分析与物性约束的GPR反演。

获中南大学研究生创新项目1项。

1. Wang Xun, Qu Yi, Zhu Lei, Feng Deshan, et al. Three-Dimensional Permittivity and Conductivity Imaging by Efficient Full Waveform Inversion of 3-D GPR Polarization Data Based on Random Source Strategy. IEEE Sensor Journal. 2025.  

2. Open-Source 3D Reverse Time Migration for GPR Based on Least-Squares Time-Domain Differencing.  in preparation.

齐鑫瑶（中南大学，考研）：2025级硕士生，探地雷达正反演软件系统。

冯超俊（西南交通大学，保研）：2025级硕士生，探地雷达衍射波成像与面向目标反演。

袁文韬（西南交通大学，保研）：2024级硕士生，探地雷达多尺度特征波场成像。

1. 王珣，袁文韬，余天啸，冯德山. 基于全波形反演的小行星雷达数据高精度成像方法, 中南大学学报(自然科学版).2025(11).

2. Wang Xun, Yuan Wentao, Feng Deshan,et al. STNN-Driven Impedance Initialization for Enhanced GPR Full-Waveform Inversion. IEEE TGRS. Undergoing Review.

3. Yuan Wentao, Wang Xun, Feng Deshan,et al. A Ground Penetrating Radar Feature Wave Field Separation Method Based on Multi-domain Data Fusion.   in preparation.

毕业学生：

余天啸（中南大学，保研）：2022级硕士生，基于深度学习的时空多尺度GPR全波形反演。

发表论文3篇，获得软件著作权1项，申请发明专利1项。

获湖南省研究生创新项目1项，获研究生国奖奖学金。

毕业去向：香港中文大学攻读博士学位。

发表论文:

1. Wang Xun, Yu Tianxiao, Feng Deshan*, et al. Spatiotemporal optimization of GPR full waveform inversion based on super-resolution technology. IEEE Transactions on Geoscience and Remote Sensing. 2025.

2. Wang Xun, Yu Tianxiao, Feng Deshan, Ding Siyuan*, et al. A High-Efficiency Spectral Element Method Based on CFS-PML for GPR Numerical Simulation and Reverse Time Migration.IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2023, 16: 1-13.

3.  Wang Xun, Yu Tianxiao, Chen Cheng, et al. Improved Reverse Time Migration of GPR Based on Multi-Traces Cross-Correlation Window Imaging Condition. IEEE Geoscience and Remote Sensing Letters, 2023. 

4. Yu Tianxiao, Wang Xun, Feng Deshan. MCW-SE-FCN: A Fully Adaptable Denoising Network Based on Multi-traces Cross-correlation Window for Enhancing the Focus of GPR RTM Image. Geophysics.  Undergoing Review.

朱磊（中国石油大学(华东)，考研）：2021级硕士生，色散介质中GPR最优系数有限元正演及复数域波形反演。

发表论文1篇，申请发明专利1项。

获湖南省研究生创新项目1项。

毕业去向：武汉大学攻读博士学位。

发表论文:

1. 王珣, 朱磊，冯德山*. 基于EPML的最优系数有限单元法色散介质GPR频率域正演模拟, 地球物理学报, 2023，66(12):5173-5786.  (SCI, JCR Q3, IF: 1.4)