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Xinhao Chen, Liu Chun-ming, Rongwen Guo, Yongfei Wang, Jianxin Liu, Wenxiang Liu, Dengkang Wang (2026). An Efficient and Scalable Multigrid Solver for 3-D Natural Source Electromagnetic Diffusion Problems Based on Finite Element Method. IEEE Transactions on Geoscience and Remote Sensing.DOI
孙娅，袁子君，黄基文，张建太，李付全，柳建新（2025）. P波成像揭示郯庐断裂带中南段的成矿环境（英文）. Transactions of Nonferrous Metals Society of China.
张丽娟，崔益安，谢静，柳建新（2025）. 矿体极化自然电位电流源三维反演成像（英文）. Transactions of Nonferrous Metals Society of China.
Jintai Li, Jianxin Liu, Wen-Xiang Liu, Jian Ou, Rong Liu (2025). 3D linear approximation modeling of borehole EM response for underground whole-space prospecting. Geophysics.DOI
Lei Li, Jiacheng Zhang, Yuyang Tan, Ling Peng, Junlun Li, Jincheng Xu, Jianxin Liu (2025). Performance evaluation of the waveform stacking-based microseismic location method in the southern Sichuan Basin of China. 《地震学报：英文版》.DOI
Ya Zhou Sun, Zi-jun YUAN, Ji-wen HUANG, Jian-tai ZHANG, Fuquan Li, Jianxin Liu (2025). Metallogenic environment incentral southern TanluFault revealedby P-wave tomography. Transactions of Nonferrous Metals Society of China.DOI
Yi-an Cui, Xiangbo Yang, Hao Li, Pu Wang, Jing Xie, Jianxin Liu (2025). CNN-based transfer learning for self-potential inversion. Earth Science Informatics.DOI
Lijuan Zhang, Yi-an Cui, Jing Xie, Jianxin Liu (2025). 3D inversion imaging of self-potential current source induced by mineral polarization. Transactions of Nonferrous Metals Society of China.DOI
Weidong Zhao, Changying Ma, Jianxin Liu, Cong Zhou (2025). A Deep Learning-Based Method for Automatic Detection, Identification and Location of GPR Levee Hidden Hazards. Journal of Environmental and Engineering Geophysics.DOI
Yongfei Wang, Jianxin Liu, G. D. Egbert, Rongwen Guo, Jian Li, Gangqiang Yang, Shengqi Tian, Hang Chen (2025). Multicolor-MG: An efficient parallel multigrid code based on multicolor block-wise Gauss-Seidel smoothers for 3D natural source electromagnetic forward modeling. Geophysics.DOI
Xinyan Li, Xinpeng Pan, Hao Liu, Haowen Xu, Pu Wang, Jianxin Liu (2025). Seismic Inversion for Fracture Properties Using Model-Data Dual-Driven Network. IEEE Transactions on Geoscience and Remote Sensing.DOI
Jing Chen Xie, Yi-an Cui, Rongwen Guo, Hang Chen, Youjun Guo, Jianxin Liu (2025). A Deep Learning Algorithm for Locating Contaminant Plumes From Self-Potential: A Laboratory Perspective. IEEE Transactions on Geoscience and Remote Sensing.DOI
Jianxin Liu, Wenxiang Liu, Fabrice Blanchard Allechy, Zhiwen Zheng, Rong Liu, Kouao Laurent Kouadio (2024). Machine learning-based techniques for land subsidence simulation in an urban area. Journal Of Environmental Management, Vol. 352.DOI
谢静，崔益安，张丽娟，郭友军，陈杭，张鹏飞，柳建新（2024）. 基于自然电位实时监测实验平台的地电池氧化还原机制及相关电信号特征（英文）. Journal of Central South University.
郭友军，崔益安，陈杭，谢静，张弛，柳建新（2024）. 基于深度学习Attention U-Net自然电场反演方法（英文）. Journal of Central South University.
Jintai Li, Jianxin Liu, Wen-Xiang Liu, R. Guo, Kun Du, Rong Liu (2024). 3-D imaging of whole-space environments with electromagnetic induction sensors based on linear approximation. Tunnelling and Underground Space Technology.DOI
Kouao Laurent Kouadio, Jianxin Liu, Wen-Xiang Liu, Rong Liu, Zakaria Boukhalfa (2024). An integrated approach for sewage diversion: Case of the Huayuan mine, Hunan Province, China. Geophysics.DOI
Kouao Laurent Kouadio, Jianxin Liu, Wen-Xiang Liu, Rong Liu (2024). A mixture learning strategy for predicting aquifer permeability coefficient K. Computational Geosciences.DOI
Kouao Laurent Kouadio, Jianxin Liu, Rong Liu, Yongfei Wang, Wen-Xiang Liu (2024). K-Means Featurizer: A booster for intricate datasets. Earth Science Informatics.DOI
Keke Zhou, Jianxin Liu, Li Cao, Rongwen Guo, Rong Liu, Chuanghua Cao, Guangjun Zou (2024). The Morphological Features of the Qitianling Granitic Pluton: Constrains from Magnetotelluric Data in Southern Hunan. Journal of Physics Conference Series.DOI
Yuankang Peng, Yi-an Cui, Youjun Guo, Hao Li, Jianxin Liu (2024). Time-lapse inversion of self-potential data using particle filter. Journal of Physics Conference Series.DOI
Youjun Guo, Yi-an Cui, Hang Chen, Jing Chen Xie, Chi Zhang, Jianxin Liu (2024). Self-potential inversion based on Attention U-Net deep learning network. Journal of Central South University.DOI
Bochen Wang, Zhenwei Guo, Jianxin Liu, Yanyi Wang, Fansheng Xiong (2024). Geophysical Frequency Domain Electromagnetic Field Simulation Using Physics-Informed Neural Network. Mathematics.DOI
Rongwen Guo, Shengqi Tian, Jianxin Liu, Yi-an Cui, Chuanghua Cao (2024). Efficient Trans-Dimensional Bayesian Inversion of C-Response Data from Geomagnetic Observatory and Satellite Magnetic Data. Applied Sciences.DOI
Jing Xie, Yi-an Cui, Li-juan Zhang, Youjun Guo, Hang Chen, Pengfei Zhang, Jianxin Liu (2024). Redox mechanism of geobattery and related electrical signals using a novel real-time self-potential monitoring experimental platform. Journal of Central South University.DOI
Shengqi Tian, Rongwen Guo, Jianxin Liu (2024). The impact of grid partitioning on the convergence efficiency of tree-based Bayesian inversion. Journal of Physics Conference Series.DOI
Pu Wang, Yi-an Cui, Jingye Li, Jianxin Liu (2024). Theoretical model for the elastic properties of cracked fluid-saturated rocks considering the crack connectivity. Geophysical Journal International.DOI
Zhongqin Tang, Pengfei Zhang, Zhenwei Guo, Xinpeng Pan, Jianxin Liu, Yijie Chen, Qiuyuan Hou (2024). Three dictionary learning algorithms and their applications for marine controlled source electromagnetic data denoising. Journal of Applied Geophysics.DOI
Yijian Luo, Yi-an Cui, Youjun Guo, Jing Xie, Jianxin Liu (2024). Compact source inversion of self-potential data generated by geomicrobes. Journal of Applied Geophysics.DOI
Hang Chen, Zhengyong Ren, Jianxin Liu, Zhengguang Liu, Rongwen Guo, Yongfei Wang, Dongdong He (2024). Improving deep groundwater aquifer characterization with deep learning inversion of audio-frequency magnetotelluric data. Journal of Hydrology.DOI
Youjun Guo, Yi-an Cui, Chi Zhang, Jing Chen Xie, Pengfei Zhang, Lijuan Zhang, Chuanghua Cao, Jianxin Liu (2024). Time-lapse self-potential signals from microbial processes: A laboratory perspective. Journal of Applied Geophysics.DOI
Pu Wang, Yi-an Cui, Lin Zhou, Jingye Li, Xinpeng Pan, Ya Zhou Sun, Jianxin Liu (2024). Multi-task learning for seismic elastic parameter inversion with the lateral constraint of angle-gather difference. Petroleum Science.DOI
Pengfei Zhang, Yi-an Cui, Jing Xie, Youjun Guo, Jianxin Liu, Jieran Liu (2024). Formulas and Results.DOI
Xinpeng Pan, Chengxu Lü, Zhizhe Zhao, Jianxin Liu (2024). Characteristics of orthorhombic anisotropic seismic response induced by horizontal in situ stress in vertical transversely isotropic media. Science China Earth Sciences.DOI
Xinpeng Pan, Jianxin Liu (2024). Stress-Dependent PP-Wave Reflection Coefficient for Fourier-Coefficients-Based Seismic Inversion in Horizontally Stressed Vertical Transversely Isotropic Media. Surveys in Geophysics.DOI
Changying Ma, Wenxue Zhao, Guang Li, Jianxin Liu, Juzhi Deng, Wenqiang Ding (2024). The ground penetrating radar response recognition of hidden dam defects using multi-output convolutional neural network. Journal of Applied Geophysics.DOI
Mengyu Sun, Jianxin Liu, Jian Ping Ou, Rong Liu, Ling Zhu (2024). Electrical Resistivity Tomography (ERT) Investigation for Landslides: Case Study in the Hunan Province, China. Applied Sciences.DOI
Zamir Khurshid, Hamzeh Mohammadigheymasi, Dawei Gao, Jianxin Liu, S. Mostafa Mousavi (2024). Deep Scanning of the Bhutan Eastern Himalaya Seismic Dataset for Local Earthquakes.DOI
Lei Li, Xiaobao Zeng, Xinpeng Pan, Ling Peng, Yuyang Tan, Jianxin Liu (2024). Microseismic Velocity Inversion Based on Deep Learning and Data Augmentation. Applied Sciences.DOI
Jianxin Liu, Shun Yang, Lei Li, Xinpeng Pan, Xian-gang Yin, Jing-yun Hu, Fuhua Peng (2024). Precursory characteristics of large-scale rockmass collapse based on multiple microseismic parameters. Journal of Central South University.DOI
Rongwen Guo, Peng Xue, Jianxin Liu, Yongfei Wang, Shengqi Tian, Jianjian Li, Wei Xue (2024). Natural source electromagnetic survey for geothermal application in industrial area with strong electromagnetic noise. Frontiers in Energy Research.DOI
Huipeng Liu, Jianxin Liu, Fang Wang, Leiyun Qian, Rong Liu (2024). Digital Signal Compensation and Sounding Depth Analysis of Portable Frequency-Domain Electromagnetic Exploration System. Sensors.DOI
Xulong Wang, Zhanxiang He, Jianxin Liu, Jian Li, Kun Li (2024). Efficient large-scale 3D gravity modeling using a fast evaluate kernel matrix combined with compressed matrix techniques. Geophysics.DOI
Yongfei Wang, Jianxin Liu, Rongwen Guo, Kejia Pan, Gangqiang Yang, Jian Li, Xiaokang Deng, Wei Xue (2024). A Robust and Scalable Multigrid Solver for 3-D Low-Frequency Electromagnetic Diffusion Problems. IEEE Transactions on Geoscience and Remote Sensing.DOI
Zhihang Liu, Jianping Xiao, Ruijie Shen, Jianxin Liu, Zhenwei Guo (2024). Deep Learning-Based Suppression of Strong Noise in GPR Data for Railway Subgrade Detection. IEEE Transactions on Geoscience and Remote Sensing.DOI
Xinpeng Pan, Xinyan Li, Lei Huang, Lei Li, Pu Wang, Jianxin Liu (2024). Estimation of Fracture Properties From Azimuthal Seismic Data Using Convolution Neural Network. IEEE Geoscience and Remote Sensing Letters.DOI
Hao Liu, Xinpeng Pan, Zhishun Liu, Lei Huang, Xinyan Li, Jianxin Liu (2024). Azimuthal Prestack Seismic Inversion for Fracture Parameters Based on L1–2 Norm Regularization. IEEE Transactions on Geoscience and Remote Sensing.DOI
Hao Li, Yi-an Cui, Pu Wang, Youjun Guo, Yang Yuan, Pengfei Zhang, Jianxin Liu (2024). Structure-Guided Multiscale Impedance Inversion Based on Modified Total Variation Regularization. IEEE Transactions on Geoscience and Remote Sensing.DOI
Xinpeng Pan, Lei Huang, Jianxin Liu (2024). P-Wave Amplitude Versus Offset and Azimuth and Low-Frequency Anisotropic Poro-Acoustoelasticity. IEEE Transactions on Geoscience and Remote Sensing.DOI
Rongwen Guo, Min Yu, Yongfei Wang, Jianxin Liu, Akande Akintunde Abiodun, Dengkang Wang, Xinhao Chen (2024). Divergence-Free: A Crucial Strategy to Speed Up the Convergence of a Multigrid Solver for 3-D Natural Source Electromagnetic Modeling. IEEE Transactions on Geoscience and Remote Sensing.DOI
谢静，崔益安，柳建新，郭友军，张丽娟，罗议建，张鹏飞（2023）. 自然电位法在海洋矿产勘探中的理论、正反演计算及应用进展（英文）. Transactions of Nonferrous Metals Society of China.
Jianxin Liu, Hui Liu, R. Liu, Jian Xue, Yue-hua Li, Fang Wang (2023). Application of aeromagnetic survey to mineral exploration of Jinping, Yunnan, China by using multirotor UAV. Transactions of Nonferrous Metals Society of China.DOI
Kouao Laurent Kouadio, Jianxin Liu, Serge Kouamelan Kouamelan, Rong Liu (2023). Ensemble Learning Paradigms for Flow Rate Prediction Boosting. Water resources management.DOI
Kouao Laurent Kouadio, Jianxin Liu, Rong Liu (2023). Watex: Machine Learning Research in Water Exploration. SoftwareX.DOI
Hongyu Wang, Jianxin Liu, Wenbo Guo, Shengqi Tian (2023). A surface-tunnel frequency domain electromagnetic method for mineral exploration in Tajikistan area. Frontiers in Energy Research.DOI
Tianyu Guo, Jianxin Liu, Zhenwei Guo (2023). Compression and Reconstruction of Magnetotelluric Data Based on Convolutional Neural Network. Journal of Physics Conference Series.DOI
Jian Li, Jianxin Liu, Rongwen Guo, Yongfei Wang, Jingdao Xu (2023). A Multi-resolution Approach to 3D Controlled-source Electromagnetic Modeling. Journal of Physics Conference Series.DOI
Xun Cao, Rongwen Guo, Jianxin Liu, Shengqi Tian, Wanqing Tong (2023). Multiresolution Representation of Geoelectric Model and Parameter Operation in Wavelet Domain. Journal of Physics Conference Series.DOI
Wanqing Tong, Rongwen Guo, Jianxin Liu, Hang Ji (2023). Robust Estimation of C-response of Geomagnetic Data. Journal of Physics Conference Series.DOI
Jingdao Xu, Jianxin Liu, Rongwen Guo, Jian Li (2023). 3D Electromagnetic Forward Modeling in Anisotropic Medium Using the Secondary Field Formula. Journal of Physics Conference Series.DOI
Jintai Li, Jianxin Liu, Zihao Zhang, Rong Liu (2023). The CSEM Response in Horizontal Steel Casing for Geological Advance Forecast. Journal of Physics Conference Series.DOI
Sheng Hou, Rongwen Guo, Jianxin Liu, Ruiqing Li, Yongfei Wang, Xun Cao (2023). Magnetotelluric Forward Modeling in Spherical Coordinate System Under Non-planar Wave Field Source. Journal of Physics Conference Series.DOI
Xin Liu, Haifei Liu, Zhifeng Xu, Zhao Yingjie, Jianxin Liu (2023). A Footprint-Guided Algorithm for 3-D Simulation Based on BEM of Topography Effect in Frequency-Domain Airborne Electromagnetic Method. IEEE Transactions on Geoscience and Remote Sensing.DOI
Jiawei Liu, Fansheng Xiong, Zhenwei Guo, Jianxin Liu (2023). Deep-learning-based surrogate model for forward and inverse problems of wave propagation in porous media saturated with two fluids. Acta Geophysica.DOI
Ya Zhou Sun, Shilin Deng, Jianxin Liu, Syed Muzyan Shahzad, Bo Chen (2023). Hydrothermal activity and metallogenic environment revealed by seismic wave tomography in Yunnan Province, China. Transactions of Nonferrous Metals Society of China.DOI
Fansheng Xiong, Bochen Wang, Jiawei Liu, Jiawei Liu, Zhenwei Guo, Jianxin Liu, Jianxin Liu (2023). Biot's theory-based dynamic equation modeling using a machine learning auxiliary approach. Journal of Geophysics and Engineering.DOI
Yongfei Wang, Rongwen Guo, Jianxin Liu, Jian Li, Rong Liu, Hang Chen, Xun Cao, Zihui Yin, Chuanghua Cao (2023). A divergence-free vector finite-element method for efficient 3D magnetotelluric forward modeling. Geophysics.DOI
Jieran Liu, Yi-an Cui, Jing Xie, Pengfei Zhang, Jianxin Liu (2023). Inversion of self-potential anomalies from regular geometric objects by using whale optimization algorithm. Journal of Central South University.DOI
Dawei Gao, Honn Kao, Jianxin Liu (2023). Identification of Repeating Earthquakes: Controversy and Rectification. Seismological Research Letters.DOI
Pengfei Zhang, Xinpeng Pan, Zhenwei Guo, Jianxin Liu, Qiuyuan Hou (2023). Marine controlled source electromagnetic data denoising while weak signal preserving based on jointly sparse model and dictionary learning. Journal of Applied Geophysics.DOI
Xiancheng Mao, Jinli Wang, Hao Deng, Zhankun Liu, Jin Chen, Chuntan Wang, Jianxin Liu (2023). Bayesian Decomposition Modelling: An Interpretable Nonlinear Approach for Mineral Prospectivity Mapping. Mathematical Geosciences.DOI
Enhua Jiang, Rujun Chen, Xinming Wu, Jianxin Liu, Debing Zhu, Weiqiang Liu, Regean Pumulo Pitiya, Qingling Xiao (2023). Deep-learning-based sferics recognition for audio magnetotelluric data processing in the dead band. Geophysics.DOI
Jian Li, Rongwen Guo, Jianxin Liu, Yongfei Wang, Xulong Wang (2023). An efficient algebraic multi-resolution sampling approach to 3-D magnetotelluric modelling. Geophysical Journal International.DOI
Jing XIE, Yi-an Cui, Jianxin Liu, Youjun Guo, Lijuan Zhang, Yijian Luo, Peng-fei ZHANG (2023). A review on theory, modeling, inversion, and application of self-potential in marine mineral exploration. Transactions of Nonferrous Metals Society of China.DOI
Xiancheng Mao, Liu Pin, Hao Deng, Zhankun Liu, Long-Jiao Li, Yushan Wang, Qi-Xing Ai, Jianxin Liu (2023). A Novel Approach to Three-Dimensional Inference and Modeling of Magma Conduits with Exploration Data: A Case Study from the Jinchuan Ni–Cu Sulfide Deposit, NW China. Natural Resources Research.DOI
Zihao Zhang, Jianxin Liu, Rongwen Guo, Kouao Laurent Kouadio, Shaoquan Zhan, Aiyong Li, Rong Liu (2023). Electromagnetic monitoring with local mesh for time-lapse monitoring of hydraulic fracturing. Journal of Applied Geophysics.DOI
Jianxin Liu, Keke Zhou, Hongda Liu, Rongwen Guo, Yunqi Zhu, Zihao Zhang, Rong Liu (2023). Metallogenic Prediction of Magnetite in the Pandian Area at the Northwest Margin of Luxi Uplift, China: Constraints of Wide-Field Electromagnetic Data. Remote Sensing.DOI
Wenwu Tang, Jianxin Liu, Changying Ma, Feng Zhou (2023). Fast iterative solver for 3D finite-element modeling of controlled-source electromagnetic responses with vector and scalar potentials. Geophysics.DOI
Guangdong Zhao, Xuben Wang, Jianxin Liu, Bo Chen, Mikhail K. Kaban, Zhengwei Xu (2023). 3D gravity inversion based on mixed-norm regularization in spherical coordinates with application to the lunar Moscoviense Basin. Geophysics.DOI
Gangqiang Yang, Jianxin Liu, Rongwen Guo, Chunming Liu, Yongfei Wang, Jian Li, Kejia Pan (2023). An Efficient Multigrid Solver With Two-Color Plane Gauss-Seidel Smoother for 3D Low-Frequency Electromagnetic Modeling. IEEE Geoscience and Remote Sensing Letters.DOI
Xulong Wang, Jianxin Liu, Jian Li (2023). Fast 3-D Magnetic Anomaly Forward Modeling Based on Integral Equation. IEEE Transactions on Geoscience and Remote Sensing.DOI
Lei Huang, Bo Chen, Xinpeng Pan, Hao Liu, Xinyan Li, Zhishun Liu, Jianxin Liu (2023). Azimuthal Amplitude Difference-Based Multidomain Seismic Inversion for Fracture Weaknesses. IEEE Transactions on Geoscience and Remote Sensing.DOI
柳建新，Syed muzyan SHAHZAD，孙娅，Asim SHAHZAD，李川，Meryem FANIDI，Ishfaque MUHAMMAD（2022）. 基于接收函数的中国东南部区域深部成矿机制（英文）. Transactions of Nonferrous Metals Society of China.
Zhenwei Guo, Xinrong Hou, Dawei Gao, Jianxin Liu (2022). Nucleation Process of the 2017 Nuugaatsiaq, Greenland Landslide. Forests.DOI
Jing Chen Xie, Xingzhong Du, Yi-an Cui, Yijian Luo, Lijuan Zhang, Youjun Guo, Jianxin Liu (2022). Numerical Modeling for 4-D Self-Potential Resistivity Model. Pure and Applied Geophysics.DOI
Yijian Luo, Xingzhong Du, Yi-an Cui, Youjun Guo, Jing Chen Xie, Jianxin Liu (2022). Inversion of self‐potential source based on particle swarm optimization. Geophysical Prospecting.DOI
Jixian Huang, Zhankun Liu, Hao Deng, Longjiao Li, Xiancheng Mao, Jianxin Liu (2022). Exploring Multiscale Non-stationary Influence of Ore-Controlling Factors on Mineralization in 3D Geological Space. Natural Resources Research.DOI
Xinpeng Pan, Zhishun Liu, Pu Wang, Ying Ren Zheng, Lei Li, Xun Wang, Zhenwei Guo, Jianxin Liu (2022). Estimation of in situ stresses from PP-wave azimuthal seismic data in fracture-induced anisotropic media. Geophysics.DOI
Fangda Li, Zhenwei Guo, Xinpeng Pan, Jianxin Liu, Yanyi Wang, Dawei Gao (2022). Deep Learning with Adaptive Attention for Seismic Velocity Inversion. Remote Sensing.DOI
Xinjie Chen, Zhenwei Guo, Chunming Liu, Jianxin Liu, Qihong Wu (2022). Groundwater Detection Using the Pseudo-3D Resistivity Method: A History of Case Studies. Applied Sciences.DOI
Pu Wang, Yi-an Cui, Xinpeng Pan, Lei Li, Jianxin Liu, Wanrong Li (2022). A Mori-Tanaka scheme-based model for gas-water two-phase cracked rocks and its application. Journal of Natural Gas Science and Engineering.DOI
Pu Wang, Yi-an Cui, Jianxin Liu (2022). Fluid Discrimination Based on Inclusion-Based Method for Tight Sandstone Reservoirs. Surveys in Geophysics.DOI
Youjun Guo, Yi-an Cui, Jing Chen Xie, Yijian Luo, Pengfei Zhang, Haifei Liu, Jianxin Liu (2022). Seepage detection in earth-filled dam from self-potential and electrical resistivity tomography. Engineering Geology.DOI
Xinpeng Pan, Chengxu Lü, Guangzhi Zhang, Pu Wang, Jianxin Liu (2022). Seismic Characterization of Naturally Fractured Reservoirs with Monoclinic Symmetry Induced by Horizontal and Tilted Fractures from Amplitude Variation with Offset and Azimuth. Surveys in Geophysics.DOI
Jintai Li, Jianxin Liu, Jian-qiang XUE, Rongwen Guo, Hang Chen, Rong Liu (2022). A Feasibility Study of CSEM in Geological Advance Forecast with Horizontal Casing Well. Minerals.DOI
Tianyu Guo, Zhenwei Guo, Ying Liu, Jianxin Liu (2022). Two-dimensional Gauss-Newton inversion based on marine CSEM data. International Conference on Geology, Mapping and Remote Sensing (ICGMRS).DOI
Zijian Ge, Shulin Pan, Jingye Li, Fan Wu, Jianxin Liu, Xinpeng Pan, Jing Li (2022). Seismic AVA inversion of elastic and attenuative parameters in viscoelastic media using the Zoeppritz equations. Journal of Applied Geophysics.DOI
Jian Li, Jianxin Liu, Rongwen Guo, Rong Liu, Yongfei Wang, Hang Chen (2022). Extension of the regularization technique to controlled-source electromagnetic modeling in general anisotropic conductivity media. Geophysics.DOI
Lei Li, Jingyu Xie, Jingqiang Tan, Biao Shu, Wen Yan Zhou, Xinpeng Pan, Jianxin Liu (2022). Laboratory study to better understand hydraulic fracturing-induced seismicity and fracture propagation.DOI
Fansheng Xiong, Jiawei Liu, Jiawei Liu, Zhenwei Guo, Jianxin Liu, Jianxin Liu (2022). Deep-neural-networks-based approaches for Biot–squirt model in rock physics. Acta Geophysica.DOI
Rongwen Guo, Yongfei Wang, G. D. Egbert, Jianxin Liu, Rong Liu, Kejia Pan, Jian Li, Hang Chen (2022). An efficient multigrid solver based on a four-color cell-block Gauss-Seidel smoother for 3D magnetotelluric forward modeling. Geophysics.DOI
Bo Chen, Siyang Li, Ya Zhou Sun, Jinsong Du, Jianxin Liu, Guoheng Qi (2022). Joint Inversion of Gravity Gradient Tensor Data Based on L 1 and L 2 Norms. IEEE Transactions on Geoscience and Remote Sensing.DOI
Wenwu Tang, Qinghua Huang, Juzhi Deng, Jianxin Liu, Feng Zhou (2022). Joint Application of Secondary Field and Coupled Potential Formulations to Unstructured Meshes for 3-D CSEM Forward Modeling. IEEE Transactions on Geoscience and Remote Sensing.DOI
Lei Huang, Bo Chen, Xinpeng Pan, Pu Wang, Guangzhi Zhang, Jianxin Liu (2022). Bayesian Seismic Azimuth-Difference Inversion of Horizontal Transversely Isotropic Media for Low-Frequency Component of Fracture Weaknesses in Laplace-Fourier Domain. IEEE Transactions on Geoscience and Remote Sensing.DOI
Zhenwei Guo, Yunxi Yuan, Mengyuan Jiang, Jianxin Liu, Xianying Wang, Bochen Wang (2021). Sensitivity and Resolution of Controlled-Source Electromagnetic Method for Gas Hydrate Stable Zone. Energies.DOI
Rong Liu, Xiaowu Shen, Chunfei Chen, Jianxin Liu, Jianping Xiao, Mengyu Sun, Rongwen Guo (2021). Detection of boulder using GEM-2 EM system based on three-dimensional inversion algorithm. Journal of Applied Geophysics.DOI
Lin Li, Guangzhi Zhang, Xinpeng Pan, Jianxin Liu (2021). Estimating Effective Stress Parameter and Fracture Parameters in Shale-Gas Fractured Reservoirs Using Azimuthal Fourier Coefficients. Surveys in Geophysics.DOI
Xinpeng Pan, Zhizhe Zhao, Shunxin Zhou, Xiaolong Zhao, Kai Xu, Zijian Ge, Guangzhi Zhang, Jianxin Liu (2021). Detection of Natural Tilted Fractures From Azimuthal Seismic Amplitude Data Based on Linear-Slip Theory. IEEE Transactions on Geoscience and Remote Sensing.DOI
Jian-qiang XUE, Jianxin Liu, Dezhi Huang, Weijian Zhou, Chunming Liu, Yu-sen CAO, Chuanghua Cao (2021). Sources of rare earth elements REE+Y (REY) in Bayili Coal Mine from Wensu County of Xinjiang, China. Transactions of Nonferrous Metals Society of China.DOI
Xulong Wang, Jianxin Liu, Shikun Dai, Rongwen Guo, Jian Li, Pingyang Fan (2021). Fast numerical simulation of 2D gravity anomaly based on nonuniform fast Fourier transform in mixed space-wavenumber domain. Journal of Applied Geophysics.DOI
Bochen Wang, Jianxin Liu, Xiangping Hu, Jiawei Liu, Zhenwei Guo, Jianping Xiao (2021). Geophysical electromagnetic modeling and evaluation: A review. Journal of Applied Geophysics.DOI
Syed Muzyan Shahzad, Jianxin Liu, Ya Zhou Sun, Chuan Li (2021). Crustal structure and deformation in southeastern China revealed by receiver functions. Journal of Asian Earth Sciences.DOI
Xinpeng Pan, Xiangdong Du, Xiaolong Zhao, Zijian Ge, Lei Li, Dazhou Zhang, Jianxin Liu (2021). Seismic Characterization of Decoupled Orthorhombic Fractures Based on Observed Surface Azimuthal Amplitude Data. IEEE Transactions on Geoscience and Remote Sensing.DOI
Zijian Ge, Xinpeng Pan, Jianxin Liu, Shulin Pan, Jingye Li (2021). Zoeppritz-equations-based amplitude variation with angle inversion for Russell fluid factor in a gas-bearing reservoir. Journal of Petroleum Science and Engineering.DOI
Yijian Luo, Yi-an Cui, Jing Xie, He-shun-zi Lu, Jianxin Liu (2021). Inversion of self-potential anomalies caused by simple polarized bodies based on particle swarm optimization. Journal of Central South University.DOI
Zijian Ge, Shulin Pan, Jianxin Liu, Jingyi Zhou, Xinpeng Pan (2021). Estimation of Brittleness and Anisotropy Parameters in Transversely Isotropic Media With Vertical Axis of Symmetry. IEEE Transactions on Geoscience and Remote Sensing.DOI
Xinpeng Pan, Pengfei Zhang, Guangzhi Zhang, Zhenwei Guo, Jianxin Liu (2021). Seismic characterization of fractured reservoirs with elastic impedance difference versus angle and azimuth: A low-frequency poroelasticity perspective. Geophysics.DOI
Guangdong Zhao, Jianxin Liu, Bo Chen, Mikhail K. Kaban, Jinsong Du (2021). 3‐D Density Structure of the Lunar Mascon Basins Revealed by a High‐Efficient Gravity Inversion of the GRAIL Data. Journal of Geophysical Research Planets.DOI
Jing Chen Xie, Yi-an Cui, Meryem Fanidi, Lijuan Zhang, Youjun Guo, Yijian Luo, Jianxin Liu (2021). Numerical Modeling of Marine Self-Potential from a Seafloor Hydrothermal Ore Deposit. Pure and Applied Geophysics.DOI
Fansheng Xiong, Jiawei Liu, Jiawei Liu, Zhenwei Guo, Jianxin Liu, Jianxin Liu (2021). Stability analysis-based reformulation of wave equations for poro-elastic media saturated with two fluids. Geophysical Journal International.DOI
Fansheng Xiong, Jiawei Liu, Jiawei Liu, Zhenwei Guo, Jianxin Liu, Jianxin Liu (2021). Wave Equations of Porous Media Saturated With Two Immiscible Fluids Based on the Volume Averaging Method. Frontiers in Earth Science.DOI
Jian Li, Jianxin Liu, Rongwen Guo, Rong Liu, Xulong Wang, Yongfei Wang, Hang Chen (2021). A Comparison of Different Divergence-free Solutions for 3D Anisotropic CSEM Modeling Using Staggered Finite Difference Method. IOP Conference Series Earth and Environmental Science.DOI
Yongfei Wang, Rongwen Guo, Jianxin Liu, Hang Chen, Jian Li, Rong Liu (2021). Comparison the iterative solvers for large sparse matrix in 3D electromagnetic forward modelling. IOP Conference Series Earth and Environmental Science.DOI
Xulong Wang, Jianxin Liu, Rongwen Guo, Rong Liu (2021). Efficient 2D Modeling of Gravity Anomaly in Space-wavenumber Mixed Domain. IOP Conference Series Earth and Environmental Science.DOI
Rong Liu, Jianxin Liu, Jianxin Wang, Zhuo Liu, Rongwen Guo (2020). A time-lapse CSEM monitoring study for hydraulic fracturing in shale gas reservoir. Marine and Petroleum Geology.DOI
Rong Liu, Jianxin Liu, Chunming Liu, Rongwen Guo, Hongyu Wang, Zhuo Liu (2020). A feasibility study of the wide-field electromagnetic method for hidden ore deposits prospecting. Journal of Applied Geophysics.DOI
Jing Chen Xie, Yi-an Cui, Youjun Guo, Lijuan Zhang, Meryem Fanidi, Jianxin Liu (2020). 2.5D self-potential forward modeling by natural-infinite element coupling method. Journal of Applied Geophysics.DOI
Yahui Xue, Jianxin Liu, Rong Liu, Zhuo Liu, Rongwen Guo, Chuanghua Cao (2020). Effect of Displacement Current on the Finite-Difference Modeling of Natural Source Electromagnetic Diffusion. Applied Sciences.DOI
Zhenwei Guo, Jianqing Lai, Ke-neng Zhang, Xiancheng Mao, Zhilin Wang, Rongwen Guo, Hao Deng, Pinghe Sun, Shaohe Zhang, Miao Yu, Yi-an Cui, Jianxin Liu (2020). Geosciences in Central South University: A state-of-the-art review. Journal of Central South University.DOI
Chuan Li, Jianxin Liu, Bo Chen, Ya Zhou Sun (2020). Optimal Third-Order Symplectic Integration Modeling of Seismic Acoustic Wave Propagation. Bulletin of the Seismological Society of America.DOI
Guangdong Zhao, Jianxin Liu, Bo Chen, Mikhail K. Kaban, Xuanyu Zheng (2020). Moho Beneath Tibet Based on a Joint Analysis of Gravity and Seismic Data. Geochemistry Geophysics Geosystems.DOI
Chuan Li, Jianxin Liu, Jianping Liao, Andrew S. Hursthouse (2020). 2D High-Resolution Crosswell Seismic Traveltime Tomography. Journal of Environmental and Engineering Geophysics.DOI
Zhenwei Guo, Guoqiang Xue, Jianxin Liu, Xin Wu (2020). Electromagnetic methods for mineral exploration in China: A review. Ore Geology Reviews.DOI
Hang Chen, Rongwen Guo, Jianxin Liu, Yongfei Wang, Rongpei Lin (2020). Magnetotelluric data denoising with recurrent neural network.DOI
Jiawei Liu, Zhenwei Guo, Jianxin Liu, Weitao Sun (2020). Inversion of reservoir parameters based on the rock physics model and neural ODEs.DOI
Xinpeng Pan, Lin Li, Shunxin Zhou, Guangzhi Zhang, Jianxin Liu (2020). Azimuthal amplitude variation with offset parameterization and inversion for fracture weaknesses in tilted transversely isotropic media. Geophysics.DOI
Jing Chen Xie, Yi-an Cui, Lijuan Zhang, Changying Ma, Bing Yang, Xiaole Chen, Jianxin Liu (2020). 3D Forward Modeling of Seepage Self-potential Using Finite-infinite Element Coupling Method. Journal of Environmental and Engineering Geophysics.DOI
Xinpeng Pan, Dazhou Zhang, Pengfei Zhang, Guangzhi Zhang, Yi-an Cui, Jianxin Liu (2020). A coupled anisotropic fluid indicator for seismic characterization of tight gas-bearing fractured reservoirs. Journal of Natural Gas Science and Engineering.DOI
Yi-an Cui, Lijuan Zhang, Xiaoxiong Zhu, Jianxin Liu, Zhenwei Guo (2020). Inversion for magnetotelluric data using the particle swarm optimization and regularized least squares. Journal of Applied Geophysics.DOI
Rongwen Guo, Liming Liu, Jianxin Liu, Ya Zhou Sun, Rong Liu (2019). Effect of data error correlations on trans-dimensional MT Bayesian inversions. Earth Planets and Space.DOI
Zhenwei Guo, Longyun Hu, Chunming Liu, Chuanghua Cao, Jianxin Liu, Rong Liu (2019). Application of the CSAMT Method to Pb–Zn Mineral Deposits: A Case Study in Jianshui, China. Minerals.DOI
Jian Li, Jianxin Liu, G. D. Egbert, Rong Liu, Rongwen Guo, Kejia Pan (2019). Corrections to “An Efficient Preconditioner for 3D Finite Difference Modeling of the Electromagnetic Diffusion Process in the Frequency Domain” [DOI: 10.1109/TGRS.2019.2937742]. IEEE Transactions on Geoscience and Remote Sensing.DOI
Yongfei Wang, Jianxin Liu, Rong Liu, Rongwen Guo, Deshan Feng (2019). Frequency-domain magnetotelluric footprint analysis for 3D earths. Journal of Geophysics and Engineering.DOI
Jian Li, Jianxin Liu, G. D. Egbert, Rong Liu, Rongwen Guo, Kejia Pan (2019). An Efficient Preconditioner for 3-D Finite Difference Modeling of the Electromagnetic Diffusion Process in the Frequency Domain. IEEE Transactions on Geoscience and Remote Sensing.DOI
Wenwu Tang, Yaoguo Li, Jianxin Liu, Juzhi Deng (2019). Three-dimensional finite element modeling of CSEM response accelerated by a divergence correction technique.DOI
Changying Ma, Jianxin Liu, Wenwu Tang, Haifei Liu, Rongwen Guo, Yi-an Cui, Zhenwei Guo (2019). An element-free Galerkin method based on hybrid background cells for 2.5D DC resistivity modelling.DOI
Weilin Huang, Jianxin Liu (2019). Robust Seismic Image Interpolation With Mathematical Morphological Constraint. IEEE Transactions on Image Processing.DOI
Rong Liu, Rongwen Guo, Jianxin Liu, Zhuo Liu (2019). An Efficient Footprint-Guided Compact Finite Element Algorithm for 3-D Airborne Electromagnetic Modeling. IEEE Geoscience and Remote Sensing Letters.DOI
Musa A. Bello, Rongwen Guo, Jianxin Liu (2019). Forward plane‐wave electromagnetic model in three dimensions using hybrid finite volume–integral equation scheme. Geophysical Prospecting.DOI
Guangdong Zhao, Bo Chen, Leonardo Uieda, Jianxin Liu, Mikhail K. Kaban, Longwei Chen, Rongwen Guo (2019). Efficient 3‐D Large‐Scale Forward Modeling and Inversion of Gravitational Fields in Spherical Coordinates With Application to Lunar Mascons. Journal of Geophysical Research Solid Earth.DOI
Musa A. Bello, Jianxin Liu, Rongwen Guo (2019). Three-Dimensional Wide-Band Electromagnetic Forward Modelling Using Potential Technique. Applied Sciences.DOI
Changying Ma, Jianxin Liu, Haifei Liu, Rongwen Guo, Bello Musa, Yi-an Cui (2019). 2.5D electric resistivity forward modeling with element-free Galerkin method. Journal of Applied Geophysics.DOI
Zhenwei Guo, Xiangping Hu, Jianxin Liu, Chunming Liu, Jianping Xiao (2018). Geophysical Field Data Interpolation Using Stochastic Partial Differential Equations for Gold Exploration in Dayaoshan, Guangxi, China. Minerals.DOI
Musa A. Bello, Jianxin Liu, Rongwen Guo, Zhenwei Guo (2018). Three Dimensional Magnetotelluric Forward Modelling using Gauge Potential Approach.DOI
Zhenwei Guo, Jianping Xiao, Jianxin Liu, Xiangping Hu (2018). Comparison of structured and unstructured grids in marine controlled source electromagnetic inversions for offshore hydrocarbon exploration. Marine and Petroleum Geology.DOI
Changying Ma, Jianxin Liu, Zhenwei Guo, Rongwen Guo, Haifei Liu (2018). An element-free Galerkin method based on adaptive background cells for 2.5D DC resistivity modeling. Second International Meeting for Applied Geoscience & Energy.DOI
Musa A. Bello, Jianxin Liu, Rongwen Guo (2018). Three-dimensional electromagnetic forward-modelling using gauge potential technique. Second International Meeting for Applied Geoscience & Energy.DOI
Zhenwei Guo, Jianxin Liu, Jianping Liao, Jianping Xiao (2018). Comparison of Detection Capability by the Controlled Source Electromagnetic Method for Hydrocarbon Exploration. Energies.DOI
Jianxin Liu, Pengmao Liu, Xiaozhong Tong (2018). Three-dimensional Land Fd-csem Regularized Inversion Based On Edge Finite-element Method. Journal of Environmental and Engineering Geophysics.DOI
Enming Xiang, Rongwen Guo, Stan E. Dosso, Jianxin Liu, Hao Dong, Zhengyong Ren (2018). Efficient hierarchical trans-dimensional Bayesian inversion of magnetotelluric data. Geophysical Journal International.DOI
Guangdong Zhao, Bo Chen, Longwei Chen, Jianxin Liu, Zhengyong Ren (2018). High-accuracy 3D Fourier forward modeling of gravity field based on the Gauss-FFT technique. Journal of Applied Geophysics.DOI
Jianxin Liu, Peng-mao Liu, Xiaozhong Tong (2018). Three-dimensional land FD-CSEM forward modeling using edge finite-element method. Journal of Central South University.DOI
Wenwu Tang, Yaoguo Li, Douglas W. Oldenburg, Jianxin Liu (2017). Removal of galvanic distortion effects in 3D magnetotelluric data by an equivalent source technique. Geophysics.DOI
Ma Chang-Ying, Liu Jian-xin, LIU Hai‐Fei, Guo Rong-wen, Chuanghua Cao (2017). A GLOBAL WEAK FORM ELEMENT FREE METHOD FOR DIRECT CURRENT RESISTIVITY FORWARD SIMULATION. Chinese Journal of Geophysics.DOI
Zhenwei Guo, Xiangping Hu, Jianxin Liu (2017). Modelling magnetic field data using stochastic partial differential equations.DOI
Yi-an Cui, Xiaoxiong Zhu, Wen-sheng WEI, Jianxin Liu, Tie-gang TONG (2017). Dynamic imaging of metallic contamination plume based on self-potential data. Transactions of Nonferrous Metals Society of China.DOI
Yi-an Cui, Zhixue Chen, Xiaoxiong Zhu, Haifei Liu, Jianxin Liu (2017). Sequential and simultaneous joint inversion of resistivity and IP sounding data using particle swarm optimization. Journal of Earth Science.DOI
Zhenwei Guo, Hefeng Dong, Jianxin Liu (2016). Comparison of marine controlled-source electromagnetic data acquisition systems by a reservoir sensitivity index: analyzing the effect of water depths. Acta Oceanologica Sinica.DOI
Yi-an Cui, Xiaoxiong Zhu, Zhi-xue Chen, Jiawen Liu, Jianxin Liu (2016). Performance evaluation for intelligent optimization algorithms in self-potential data inversion. Journal of Central South University.DOI
Ya Zhou Sun, Jianxin Liu, Youcai Tang, Jiawei CHEN, Keping Zhou, Bo Chen (2016). Structure of the Upper Mantle and Transition Zone Beneath the South China Block Imaged by Finite Frequency Tomography. Acta Geologica Sinica - English Edition.DOI
Wenwu Tang, Yaoguo Li, Andrei Swidinsky, Jianxin Liu (2015). Three‐dimensional controlled‐source electromagnetic modelling with a well casing as a grounded source: a hybrid method of moments and finite element scheme. Geophysical Prospecting.DOI
Ya Zhou Sun, Jianxin Liu, Keping Zhou, Bo Chen, Rongwen Guo (2015). Crustal structure and deformation under the Longmenshan and its surroundings revealed by receiver function data. Physics of The Earth and Planetary Interiors.DOI
Bo Chen, Jianxin Liu, Chao Chen, Jinsong Du, Ya Zhou Sun (2014). Elastic thickness of the Himalayan–Tibetan orogen estimated from the fan wavelet coherence method, and its implications for lithospheric structure. Earth and Planetary Science Letters.DOI
Bo Chen, Jianxin Liu, Mikhail K. Kaban, Ya Zhou Sun, Chao Chen, Jinsong Du (2014). Elastic thickness, mechanical anisotropy and deformation of the southeastern Tibetan Plateau. Tectonophysics.DOI
Rongwen Guo, Stan E. Dosso, Jianxin Liu, Zaiming Liu, Xiaozhong Tong (2014). Frequency- and spatial-correlated noise on layered magnetotelluric inversion. Geophysical Journal International.DOI
Wenwu Tang, Yaoguo Li, Douglas W. Oldenburg, Jianxin Liu (2014). Magnetotelluric static shift correction using an equivalent source technique. Second International Meeting for Applied Geoscience & Energy.DOI
Haifei Liu, Jianxin Liu, Rongwen Guo, Xiaozhong Tong, Lu GONG, Yanhua Peng (2014). Development of multi-channel observation and inversion for IP electrical sounding method. Transactions of Nonferrous Metals Society of China.DOI
Xiaozhong Tong, Jianxin Liu, Rongwen Guo, Haifei Liu, Lu GONG (2014). Three-dimensional magnetotelluric regularized inversion based on smoothness-constrained model. Transactions of Nonferrous Metals Society of China.DOI
Wentai Lei, Sheng ZENG, Jian ping Zhao, Qianzhe Wang, Jianxin Liu (2013). An improved back projection imaging algorithm for subsurface target detection. TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES.DOI
Xiaokang Deng, Jianxin Liu, Haifei Liu, Xiaozhong Tong, Zhou Liu (2013). 3D finite element numerical simulation of advanced detection in roadway for DC focus method. Transactions of Nonferrous Metals Society of China.DOI
Ya Zhou Sun, Fenglin Niu, Huafeng Liu, Youlin Chen, Jianxin Liu (2012). Crustal structure and deformation of the SE Tibetan plateau revealed by receiver function data. Earth and Planetary Science Letters.DOI
Yi-Jun Dai, Tong Xiao-zhong, Jianxin Liu, Sun Li-ying, Chuanghua Cao, Zhang Lian-wei (2011). Numerical simulation of 2-D MT tipper response using finite element method. International Conference on Consumer Electronics, Communications and Networks (CECNet).DOI
Jianxin Liu, Xiaokang Deng, Tong Xiao-zhong, Liu Chun-ming, Liu Peng-mao, Chuanghua Cao (2011). Application condition of linearized model uncertainty estimate. International Conference on Consumer Electronics, Communications and Networks (CECNet).DOI
Rongwen Guo, Stan E. Dosso, Jianxin Liu, Jan Dettmer, Xiaozhong Tong (2011). Non-linearity in Bayesian 1-D magnetotelluric inversion. Geophysical Journal International.DOI
Jianxin Liu, Rongwen Guo, Xiaozhong Tong, Chunming Liu, Ying Liu (2011). A decorrelation-based hybrid global search algorithm for inversion of 1D magnetotelluric data. Journal of Geophysics and Engineering.DOI
Jianxin Liu, Tong Xiao-zhong, Zhenwei Guo (2010). Two-dimensional regularization inversion of magnetotelluric data for deeper mineral exploration: An example from the Sanjiang River copper deposit. ASEG Extended Abstracts.DOI
Lei Wentai, Wang Xiaodong, Jian Dong, Liu Jian-xin (2010). Ground penetating radar imaging algorithm of targets located in unknown subsurface environment based on compressive sensing.DOI
Xiaozhong Tong, Jianxin Liu, Ya Zhou Sun, Wentai Lei, Ling-hua Xu (2009). A Hybrid Optimization Method Based on Genetic Algorithm for Magnetotelluric Inverse Problem.DOI
Xiaozhong Tong, Jianxin Liu, Ling-hua Xu, Zhenwei Guo (2009). Damped Gauss-Newton Optimization Algorithm for Two-Dimensional Magnetotelluric Regularization Inversion. International Conference on Information Engineering and Computer Science.DOI
Ya Zhou Sun, Jianxin Liu, Xiaozhong Tong, Zhenwei Guo (2009). The Application of TSVD in MT Inversion with Improved MSE as Determination of the Regularization Level.DOI
Xiaozhong Tong, Jianxin Liu, Ling-hua Xu, Ya Zhou Sun, Wentai Lei (2009). Forward Modeling of Frequency Domain Controlled-Source Electromagnetic Using Finite Element Method.DOI
Xiaozhong Tong, Jianxin Liu, Wei Xie, Linhua Xu, Rongwen Guo, Yuntao Cheng (2009). Three-dimensional forward modeling for magnetotelluric sounding by finite element method. Journal of Central South University of Technology.DOI
Jianxin Liu (2009). Mathematical analysis and realization of a~n sequence pseudo-random multi-frequencies signal. Journal of Central South University(Science and Technology).