陈超健

特聘教授 博士生导师 硕士生导师

入职时间:2024-07-09

所在单位:地球科学与信息物理学院

学历:研究生(博士后)

办公地点:中南大学校潇湘校区地球科学楼310

性别:男

联系方式:chenchaojian@csu.edu.cn

学位:博士学位

在职信息:在职

毕业院校:ETH Zurich

学科:地质资源与地质工程

曾获荣誉:

2023-10-14  当选:  国家自然科学基金优秀青年基金项目(海外)

论文成果

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具体见Google scholar: 

https://scholar.google.com/citations?hl=en&user=w5l0U7wAAAAJ&view_op=list_works&sortby=pubdate


1.  Li, J., Wang, C., Chen, C*., Qi, Q., Hong, D.*, Tang, J. 2026. Enhancing Magnetotelluric Data Denoising Using a Layer-Wise Progressive Extraction Network. Earth, Planets and Space.

2.  Li, J., Ye, J., Li, N., Hong, D.*, Chen, C*. 2026. A deep stacked autoencoder for magnetotelluric data denoising via end-to-end time-domain noise mapping. Journal of Applied Geophysics.

3.  Ren, Z., Chen, Z.*, Chen, C.*, Yao, H., Liu, Z., Tang, J., Xu, L., Zhang, K. 2025. Synthetic Feasibility Study of Enhancing Resolution of Earth's Three-Dimensional Interior Conductivity Using Ionospheric and Magnetospheric Sources. Journal of Geophysical Research: Solid Earth, 130, e2024JB030512.

4.  Liu, Z., Zhu, Y., Chen, C.*, Zhang, L. 2025. Inversion of audio magnetotelluric data based on residual mixed density network with an estimation of posterior distribution probabilities. IEEE Transactions on Geoscience and Remote Sensing, 63: 5918711.

5.  Gu, Y., Ren, Z. *, Chen, C.*, Yang, C., Yao, H., Xu, L., Tang, J., Zhang, K. 2025. Optimal resolution of Earth’s shallow conductivity structure for predicting tidal-induced magnetic fields at geomagnetic satellite altitudes. Earth Planets and Space, 77: 44.

6.  Ren, Z., Xie, Y., Chen, C.*, Yao, H.*, Tang, J., Zhang, K. 2025. New Insights into Earth's Mantle Conductivity and Water Distribution Using the Macau Science Satellite-One Data. Earth and Planetary Physics, 9(3): 595-606.

7.  任政勇,李仁杰,陈超健*,姚鸿波,杨聪. 2025. 全球尺度大地电磁响应高精度模拟及海洋效应分析. 地球物理学报, 68(7): 2806-2821.

8.  Ren, Z., Zuo, Z., Yao, H.*, Chen, C.*, Xu, L., Tang, J., Zhang, K. 2025. MagTFs: A tool for estimating multiple magnetic transfer functions to constrain Earth's electrical conductivity structure. Computers and Geosciences, 195: 105769.

9.  Li, G., Wu, S., Cai, H.*, Chen, C.*, Chen, H., Xiao, D., Yan, J. 2024. GTCN: Gated Temporal Convolutional Networks for Controlled-Source Electromagnetic Data Denoising. IEEE Transactions on Geoscience and Remote Sensing, 62: 5925414.

10.   Chen, C.*, Kuvshinov, A., Kruglyakov, M., Munch, F., & Rigaud, R. 2023. Constraining the crustal and mantle conductivity structures beneath islands by a joint inversion of multi-source magnetic transfer functions. Journal of Geophysical Research: Solid Earth, 128(1): e2022JB024106.

11.   Li, G., Zhou, X., Chen, C.*, Xu, L., Zhou, F., Shi, F., & Tang, J. 2023. Multi-type geomagnetic noise removal via an improved U-Net deep learning network. IEEE Transactions on Geoscience and Remote Sensing, 61: 5916512.

12.   Xu, S., Chen, C.*, Kuvshinov, A., Kruglyakov, M., Riguad, R., Hu, X. 2023. Enormously large tippers observed in South-West of China. Can realistic 3-D modeling reproduce them? Earth Planets and Space, 75(1): 1-12.

13.   Xu, S., Hu, X.*, Chen, C.*, Yang, X., Sun, H. 2023. The Western Segment of the Precambrian Suture between the Yangtze and Cathaysia blocks: Constraints from Magnetotelluric Data in Southwest China. Geophysical Research Letters, 50(4): e2022GL101872.

14.   李广, 郑豪豪, 蔡红柱*, 陈超健*, 石福升, & 龚松林. 2023. 基于深度残差网络与MVMD的多通道地磁信号处理. 地球物理学报, 66(8): 3540-3556.

15.   Chen, C.*, Kruglyakov, M., & Kuvshinov, A. 2021. Advanced three-dimensional electromagnetic modeling using a nested integral equation approach. Geophysical Journal International, 226(1): 114-130.

16.   Chen, C.*, Kruglyakov, M., & Kuvshinov, A. 2020. A new method for accurate and efficient modeling of the local ocean induction effects. Application to long‐period responses from island geomagnetic observatories. Geophysical Research Letters, 47(8): e2019GL086351.

17.   Ren, Z., Chen, C.*, Zhong, Y., Chen, H., Kalscheuer, T., Maurer, H., Tang, J.*, & Hu, X. 2020. Recursive analytical formulae of gravitational fields and gradient tensors for polyhedral bodies with polynomial density contrasts of arbitrary non-negative integer orders. Surveys in Geophysics, 41: 695-722.

18.   Liu, W., Lü, Q.*, Chen, R., Lin, P., Chen, C.*, Yang, L., & Cai, H. 2019. A modified empirical mode decomposition method for multiperiod time-series detrending and the application in full-waveform induced polarization data. Geophysical Journal International, 217(2): 1058-1079.

19.   陈超健, 蒋奇云, 莫丹, 李广, 周峰. 2019. 基于灰色判别准则和有理函数滤波的伪随机电磁数据去噪. 地球物理学报, 62(10): 3854-3865.

20.   Ren, Z., Chen, H., Chen, C.*, Zhong, Y., & Tang, J. 2019. New analytical expression of the magnetic gradient tensor for homogeneous polyhedrons. Geophysics, 2019, 84(3): A31-A35.

21.   Chen, C., Ren, Z., Pan, K., Tang, J., Kalscheuer, T., Maurer, H., Sun, Y., & Li, Y. 2018. Exact solutions of the vertical gravitational anomaly for a polyhedral prism with vertical polynomial density contrast of arbitrary orders. Geophysical Journal International, 214(3): 2115-2132.

22.   杨道林,徐珊,陈超健,胡祥云. 2026. 基于地磁日变化信号的地幔电导率研究.中国科学:地球科学.

23.   Gao, X., Tang, J., Xiao, X., Chen, C., Liu, Z., Kong, R., Gu, Y., Chen, Z. 2025. An Efficient and Scalable Finite-element Method for 3-D Transient Electromagnetic Forward Modeling Using a Robust Iterative Solver. IEEE Transactions on Geoscience and Remote Sensing, 63: 4507611.

24.   谷宇, 任政勇, 陈超健, 杨聪, 尹亮, 徐立楠, 汤井田, 李建华. 2025. 地球磁场探测卫星具有能够探测全球大尺度洋流速度的可行性. 地球物理学报, 68(9): 3490-3502.

25.   李鑫,程远志,陈超健,魏雨浓,邓阳凡,胡久常,白登海. 2025. 海底沉积物对近海大地电磁响应的畸变影响与压制:以华南雷琼地区为例. 地球物理学报, 68(4): 1381-1393.

26.   Ren, Z., Huang, Y., Yang, C., Chen, C., et al. 2025. Preliminary Results of Tidal-Induced Magnetic Fields Extracted from the Macau Science Satellite-1. Earth and Planetary Physics, 9(3): 595-606.

27.   Li, G., Gu, X., Chen, C., Zhou, C., Xiao, D., Wan, W., Cai, H. 2024. Low-frequency Magnetotelluric data denoising using improved denoising convolutional neural network and gated recurrent unit. IEEE Transactions on Geoscience and Remote Sensing, 62: 1-16.

28.   Wu, R., Selvadurai, P. A., Chen, C., & Moradian, O. 2021. Revisiting piezoelectric sensor calibration methods using elastodynamic body waves. Journal of Nondestructive Evaluation, 40(3): 1-19.

29.   Li, G., Liu, X., Tang, J., Deng, J., Hu, S., Zhou, C., Chen, C., & Tang, W. 2020. Improved shift-invariant sparse coding for noise attenuation of magnetotelluric data. Earth, Planets and Space, 72: 1-15.

30.   Fu, Z., Ren, Z., Hua, X., Shi, Y., Chen, H., Chen, C., Li, Y., & Tang, J. 2020. Identification of underground water-bearing caves in noisy urban environments (Wuhan, China) using 3D electrical resistivity tomography techniques. Journal of Applied Geophysics, 174: 103966.

31.   Li, G., Liu, X., Tang, J., Li, J., Ren, Z., & Chen, C. 2020. De-noising low-frequency magnetotelluric data using mathematical morphology filtering and sparse representation. Journal of Applied Geophysics, 172: 103919.

32.   Zhong, Y., Ren, Z., Chen, C., Chen, H., Yang, Z., & Guo, Z. 2019. A new method for gravity modeling using tesseroids and 2D Gauss-Legendre quadrature rule. Journal of Applied Geophysics, 164: 53-64.

33.   Hu, S., Tang, J., Ren, Z., Chen, C., Zhou, C., Xiao, X., & Zhao, T. 2018. Multiple underwater objects localization with magnetic gradiometry. IEEE Geoscience and Remote Sensing Letters, 16(2): 296-300.

34.   Ren, Z., Zhong, Y., Chen, C., Tang, J., & Pan, K. 2018. Gravity anomalies of arbitrary 3D polyhedral bodies with horizontal and vertical mass contrasts up to cubic order. Geophysics, 83(1): G1-G13.

35.   Ren, Z., Zhong, Y., Chen, C., Tang, J., Kalscheuer, T., Maurer, H., & Li, Y. 2018. Gravity gradient tensor of arbitrary 3D polyhedral bodies with up to third-order polynomial horizontal and vertical mass contrasts. Surveys in Geophysics, 39(5): 901-935.

36.   汤井田, 周峰, 任政勇, 肖晓, 邱乐稳, 陈超健, & 陈煌. 2018. 复杂地下异常体的可控源电磁法积分方程正演. 地球物理学报, 61(4): 1549-1562.

37.   Tang, J., Hu, S., Ren, Z., & Chen, C. 2018. Localization of multiple underwater objects with gravity field and gravity gradient tensor. IEEE Geoscience and Remote Sensing Letters, 15(2): 247-251.

38.   任政勇, 邱乐稳, 汤井田, 周峰, 陈超健, 陈煌, & 胡双贵. 2018. 基于电流密度连续性条件的直流电阻率各向异性问题自适应有限元模拟. 地球物理学报, 61(1): 331-343.

39.   Mo, D., Jiang, Q., Li, D., Chen, C., Zhang, B., & Liu, J. 2017. Controlled-source electromagnetic data processing based on gray system theory and robust estimation. Applied Geophysics, 14(4): 570-580.

40.   Tang, J., Hu, S., Ren, Z., Chen, C., Xiao, X., & Zhou, C. 2017. Analytical formulas for underwater and aerial object localization by gravitational field and gravitational gradient tensor. IEEE Geoscience and Remote Sensing Letters, 14(9): 1557-1560.

41.   任政勇, 陈超健, 汤井田, 周峰, 陈煌, 邱乐稳, & 胡双贵. 2017. 一种新的三维大地电磁积分方程正演方法. 地球物理学报, 60(11): 4506-4515.

42.   Ren, Z., Chen, C., Tang, J., Chen, H., Hu, S., Zhou, C., & Xiao, X. 2017. Closed-form formula of magnetic gradient tensor for a homogeneous polyhedral magnetic target: A tetrahedral grid example. Geophysics, 82(6): WB21-WB28.

43.   Ren, Z., Chen, C., Pan, K., Kalscheuer, T., Maurer, H., & Tang, J. 2017. Gravity anomalies of arbitrary 3D polyhedral bodies with horizontal and vertical mass contrasts. Surveys in Geophysics, 38(2): 479-502.