Xiangjia Zhang, Yang Liu, Cai Liu, Chao Song, Jiawei Chen, Jiang-Zhe Pan (2026). Stereo-modeling methods with fourth-order time discretizations for solving the viscoelastic wave equation. Petroleum Science.DOI
Chao Song, T. Alkhalifah, U. bin Waheed, Silin Wang, Cai Liu (2026). Physics-Constrained Deep-Learning-Based Full-Waveform Inversion: A Practical Source-Independent Strategy With Two Real Data Applications. IEEE Transactions on Geoscience and Remote Sensing.DOI
Jiawei Chen, Yang Liu, Cai Liu, Xiangjia Zhang, Pinyi Jiang (2026). Time-Lapse Seismic Data Matching by a Two-Step Framework. IEEE Transactions on Geoscience and Remote Sensing.DOI
Liangsheng He, Chao Song, Cai Liu (2026). Simultaneous denoising and interpolation of seismic data based on spatial multi-scale cross-shaped window Transformer. Journal of Applied Geophysics.DOI
Liangsheng He, Chao Song, Tian-Sheng Chen, Tao Liu, Cai Liu (2026). Tensor Train Decomposition-based 3D Implicit Full Waveform Inversion with Multi-scale Structural Similarity. arXiv.org.DOI
Yufeng Wang, Hang Geng, Chao Song, Cai Liu (2026). Reciprocity-aware PINN-based Seismic Traveltime Tomography and Uncertainty Quantification for Models with Irregular Topography. Geophysical Journal International.DOI
Zhixin Wang, Chao Song, Cai Liu (2026). PINN-based Seismic Wavefield Simulation for the Helmholtz Equation Parameterized by Amplitude and Unwrapped Phase. Geophysics.DOI
Liangsheng He, Chao Song, T. Alkhalifah, Tian-Sheng Chen, Tao Liu, Cai Liu (2026). M-SSIM-3DIFWI: 3-D Implicit Full Waveform Inversion Based on the Multiscale Structural Similarity. IEEE Transactions on Geoscience and Remote Sensing.DOI
Liangsheng He, Chao Song, Cai Liu (2026). SSIM-FWI: Full Waveform Inversion based on Multi-scale Structural Similarity Index Measure. Geophysics.DOI
Lei Liu, Chao Song, Liangsheng He, Silin Wang, Xuan Feng, Cai Liu (2026). Fast ground penetrating radar dual-parameter full waveform inversion method accelerated by hybrid compilation of CUDA kernel function and PyTorch. Computers & Geosciences.DOI
Mengyan Ding, Xuan Feng, Cai Liu, Xin Wang (2026). Dynamic reflected waves experimental measurements to characterize the nonlinear elastic properties of sandstones. Geophysics.DOI
Xuan Feng, Yu-Heng Wang, Qi Lu, Cai Liu, T. Khuut, E. Nilot, Ze-Jun Dong, Wenjing Liang, Ming-He Zhang, Ya-Fei An, Hao-Qiu Zhou, Xiang Li, Jiang-Hong Ke, Liu-Lei Wang (2026). Research on UAV-Mounted Full Polarimetric GPR for High-Precision Detection of Geological Targets. International Conference on Grounds Penetrating Radar.DOI
Xiang Li, Xuan Feng, E. Nilot, Qi Lu, Cai Liu, Wenjing Liang, Ze-Jun Dong, Hao-Qiu Zhou, Ming-He Zhang, Ya-Fei An, Liu-Lei Wang, Yu-Heng Wang, Jiang-Hong Ke, T. Khuut (2026). GPR-Based Pipeline Leak Detection Using Reflection Event Characteristics. International Conference on Grounds Penetrating Radar.DOI
Ya-Fei An, Xuan Feng, Qi Lu, Hao-Qiu Zhou, Ze-Jun Dong, Ming-He Zhang, Jiarun Yang, E. Nilot, T. Khuut, Cai Liu (2026). Characteristics of Time-Lapse Full-Polarimetric GPR Signals from Seepage Zones of Micro-Fractures with Different Dip Angles. Journal of Geophysics and Engineering.DOI
Danyu Zhao, Cai Liu, Zhiqi Guo (2026). Rock-Physics-Guided Time-Frequency AVO Inversion for Quantitative Estimation of P-wave Velocity Dispersion Attribute in Hydrocarbon Identification. Geophysics.DOI
Danyu Zhao, Cai Liu, Zhiqi Guo (2026). Rock-Physics-Guided Seismic Estimation of Elastic Modulus Dispersion for Microcrack Identification in Tight Sandstones. IEEE Transactions on Geoscience and Remote Sensing.DOI
Nianzhong Chen, Cai Liu, Zhiqi Guo (2026). Characterization of volcanic rock weathering degree by integrating rock physics modeling and NRBO-transformer framework. Journal of Applied Geophysics.DOI
Jia-Yi Liu, Chao Song, Cai Liu (2026). Correlation-based source-independent full-waveform inversion and uncertainty quantification using convolved data via a variational autoencoder. Petroleum Science.DOI
Xinyuan Cui, You Tian, Chao Song, Honghao Li, Umair bin Waheed, Cai Liu (2026). High‐Resolution Imaging of Lithosphere‐Asthenosphere Structure in Northeast China Using Eikonal Tomography With Physics‐Informed Deep Learning. Journal of Geophysical Research Solid Earth.DOI
Zhixin Wang, Chao Song, T. Alkhalifah, Cai Liu (2025). Improved Training Convergence of Seismic Multifrequency Wavefield Simulation Based on GaborPINN With Halton Sequence. IEEE Transactions on Geoscience and Remote Sensing.DOI
Xiangjia Zhang, Yang Liu, Cai Liu, Chao Song, Jiawei Chen (2025). An integrated imaging framework in visco-acoustic media based on the stereo-modeling method#xD;. Geophysics.DOI
Chao Song, Hang Geng, Yufeng Wang, U. bin Waheed, Cai Liu (2025). Simultaneous P‐ and S‐wave seismic traveltime tomography using physics‐informed neural networks. Geophysical Prospecting.DOI
Hang Geng, Chao Song, U. bin Waheed, Cai Liu (2025). Seismic first-arrival traveltime simulation based on reciprocity-constrained PINN. Journal of Applied Geophysics.DOI
Peihong Xie, Yang Liu, Cai Liu, Chao Song, Xiangjia Zhang (2025). Simultaneous suppression of seismic random and erratic noise using PINN with high-frequency preservation. Journal of Geophysics and Engineering.DOI
Tian-Shuo Zhao, Cai Liu, Chao Song, U. bin Waheed, Zhi-Xi Wang, Silin Wang (2025). Three-Dimensional Seismic Traveltime Simulation Using Physics-Informed Unet Fourier Neural Operator. Pure and Applied Geophysics.DOI
Silin Wang, Cai Liu, Chao Song, Pengfei Zhao, Zhiqi Guo (2025). Prestack AVO Inversion Based On Physics-constrained Deep Learning Method. Applied Geophysics.DOI
Chao Song, T. Alkhalifah, U. bin Waheed, Silin Wang, Cai Liu (2025). A new practical and effective source-independent full-waveform inversion with a velocity-distribution supported deep image prior: Applications to two real datasets. arXiv.org.DOI
Bing Zhang, Cai Liu, Zhi-Qing Yang, Yao Qin, Ming-Xing Li (2025). Shear Wave Velocity Estimation for Shale with Preferred Orientation Clay Minerals. Minerals.DOI
Hao-Qiu Zhou, Xuan Feng, Ze-Jun Dong, Wenjing Liang, Cai Liu (2025). Dense Rocks With Smooth Surfaces in Martian Regolith Revealed by Polarimetric Analysis of GPR Data: A Case at Tianwen‐1 Landing Site, Mars. Journal of Geophysical Research: Planets.DOI
Hao-Qiu Zhou, Xuan Feng, Ze-Jun Dong, Chun-Yu Ding, Ling Zhang, Cai Liu, Wenjing Liang (2025). New Insights into Lava Tube Formation: An Asymmetrical and Deep Case Observed by Yutu-2 Radar at Lunar Farside. Astrophysical Journal.DOI
Hao-Qiu Zhou, Xuan Feng, Ze-Jun Dong, E. Nilot, Jiarun Yang, Liu-Lei Wang, Yu-Heng Wang, Wenjing Liang, Cai Liu (2025). Predictive Rotation Fusion: A Physical Model-Based Fusion Method for Full-Polarimetric GPR Data. IEEE Transactions on Geoscience and Remote Sensing.DOI
Li-Long Zou, Xuan Feng, Hai Liu, A. Alani, Cai Liu (2025). Trunk Health Condition Inspection Using Integrated 3-D Photogrammetry and Holographic Radar Tomography. IEEE Transactions on Geoscience and Remote Sensing.DOI
L. Mei, Cai Liu, Z. Meng, Zhanchuan Cai, Alexander Gusev (2025). Enhancing Lunar TB Scatter Plot with BSRGAN-Based Super-Resolution Reconstruction. IEEE International Geoscience and Remote Sensing Symposium.DOI
L. Mei, Cai Liu, Z. Meng, Yongzhi Wang, Wei-Ming Cheng, Yibo Meng (2025). Abnormal Subsurface Deposits in Lacus Mortis Uncovered by CE-2 MRM Data. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
Xiaodong Zhang, Zhiqi Guo, Cai Liu (2025). A Novel Seismic Anisotropic Dispersion Attribute Inversion Method for Fracture Characterization in Orthorhombic Shale Gas Reservoirs. IEEE Transactions on Geoscience and Remote Sensing.DOI
Yue-Dong Li, Zhiqi Guo, Cai Liu (2025). Quantitative Prediction of Fracture Parameters in Volcanic Reservoirs Using Integrated Rock Physics and BO-BiLSTM Network Approach. IEEE Transactions on Geoscience and Remote Sensing.DOI
L. Mei, Cai Liu, Z. Meng, Yi Xu, Xiaoping Zhang, R. Bugiolacchi, Qiu-Gang Zong, Wei-Ming Cheng, Jin-Song Ping, Yuan-Zhi Zhang (2025). Definition of Effective Brightness Temperature Difference and its Geological Significance. IEEE Transactions on Geoscience and Remote Sensing.DOI
Qin Wang, Cai Liu, Yang Liu, Jiaqi Fan, Dian Wang, Qi Lu, Peng Li (2025). A Seismic Horizon Identification Method Based on scSE-VGG16-UNet++. Applied Sciences.DOI
Yilun Shao, Marianne Negrini, Cai Liu, Rui Gao (2025). Seismic characteristics and implications of ultramafic rocks from the Red Hills Massif, northern South Island, New Zealand. Geophysical Journal International.DOI
Qiuying Wu, Bin Xing Hu, Cai Liu, Junming Zhang (2025). Velocity Analysis Using High-resolution Hyperbolic Radon Transform with $${L}_{{q}_{1}}-{L}_{{q}_{2}}$$ Regularization. Pure and Applied Geophysics.DOI
Qining Zhan, Yang Liu, Cai Liu, Pengfei Zhao (2025). A Novel Decomposition-Enhanced Denoising Method for Magnetotelluric Data Based on AMSE-REWT in the Time–Frequency Domain. IEEE Transactions on Geoscience and Remote Sensing.DOI
Chao Su, Cai Liu, Guoqing Ma, Xiaowei Gao, Bo Zhang, Peng Li, Pengfei Zhao, Zhiyuan Ke, Yunhe Liu (2025). Constraints on Water-Rich Areas in Huangling Coal Mine Using High-Resolution Semi-Airborne Electromagnetic Imaging. IEEE Transactions on Geoscience and Remote Sensing.DOI
Yilun Shao, Cai Liu, Rui Gao, Shan Li, Tianshuo Zhao (2025). Microstructural and Seismic Characteristics of Mantle Xenoliths From Damaping Area, and Their Geodynamic Implications of North China Craton Destruction. Tectonics.DOI
Silin Wang, Cai Liu, Peng Li, Chang-Le Chen, Chao Song (2024). Stable and efficient seismic impedance inversion using quantum annealing with L1 norm regularization. Journal of Geophysics and Engineering.DOI
Tian-Shuo Zhao, Cai Liu, Chao Song, U. bin Waheed, Xiangjia Zhang (2024). Smoothness: The key factor in well-log information-assisted PINNtomo. Journal of Applied Geophysics.DOI
Jingbo Zou, Cai Liu, Yang-Hua Wang, Chao Song, U. bin Waheed, Pengfei Zhao (2024). Accelerating the convergence of physics informed neural networks for seismic wave simulation. Geophysics.DOI
Ze-Jun Dong, Xuan Feng, Hao-Qiu Zhou, Ming-He Zhang, Qian Liu, Ya-Fei An, Yinghao Zhang, Jiarun Yang, Wenjing Liang, Yue Yu, Cai Liu (2024). Super-Resolution Detection of Millimeter-Scale Fractures With Fluid Flow Using Time-Lapse Full-Polarimetric GPR and Anisotropy Analysis. IEEE Transactions on Geoscience and Remote Sensing.DOI
Jiarun Yang, Xuan Feng, Ming-He Zhang, Ya-Fei An, Yinghao Zhang, Liu-Lei Wang, Yu-Heng Wang, Wenjing Liang, Cai Liu (2024). Target Identification Using Dominant Scattering Mechanism Analysis of Full Polarimetric Ground Penetrating Radar for Cavity Detection. IEEE Transactions on Geoscience and Remote Sensing.DOI
Chao Song, Xuan Feng, Yue Gao, Bo-Nan Li, Cai Liu (2024). Elastic Wavefield Reconstruction Inversion With Source Estimation. IEEE Transactions on Geoscience and Remote Sensing.DOI
Ze-Jun Dong, Xuan Feng, Hao-Qiu Zhou, Cai Liu (2024). Effects of Measuring Angles on Detection of Millimeter-Scale Fractures with Fluid Flow using Full-Polarimetric GPR. Journal of Physics, Conference Series.DOI
Hao-Qiu Zhou, Xuan Feng, Ze-Jun Dong, Cai Liu (2024). Maximum Likelihood Data Fusion With Optimal Similarity Constraints for Full-Polarimetric RoPeR Imaging of Martian Regolith. IEEE Transactions on Geoscience and Remote Sensing.DOI
Yue-Dong Li, Zhiqi Guo, Cai Liu (2024). Characterization of Fluid-Saturated Fractures Based on Seismic Azimuthal Anisotropy Dispersion Inversion Method. IEEE Transactions on Geoscience and Remote Sensing.DOI
Chao Su, Cai Liu, Yun-He Liu, Guoqing Ma, Xiaowei Gao, Yin-Feng Wang, Bo Zhang (2024). High-Resolution Hybrid-Dimensional Inversion of Transient Electromagnetic Data for Water Hazard Detection in Coal Mines. IEEE Transactions on Geoscience and Remote Sensing.DOI
L. Mei, Cai Liu, Yanxiang Shi, Z. Meng, Zhanchuan Cai, Alexander Gusev (2024). Complex Deposits in Lacus Moritis Demonsteated by Ce-2 Mrm Data. IEEE International Geoscience and Remote Sensing Symposium.DOI
Xiaodong Zhang, Zhiqi Guo, Cai Liu (2024). Characterization of Horizontal Fractures in Shale Gas Reservoirs Using a Rock-Physics-Based Method Integrated With SA-PSO Algorithm and CNN. IEEE Transactions on Geoscience and Remote Sensing.DOI
Han Jin, Cai Liu, Zhiqi Guo (2024). Predicting Microcracks in Tight Sandstones Using Seismic Dispersion Attributes Derived From a New Frequency-Dependent AVO Inversion. IEEE Transactions on Geoscience and Remote Sensing.DOI
Chao Song, Hang Geng, U. bin Waheed, Cai Liu (2024). PINNPStomo: Simultaneous P- and S-wave seismic traveltime tomography using physics-informed neural networks with a new factored eikonal equation.
Hao Wen, You Tian, Cai Liu, Hongli Li (2024). Complex Discontinuity Structure Beneath the Changbaishan-Tianchi Volcano Revealed by the P-Wave Coda Autocorrelation Method Based on Dense Seismic Array. Remote Sensing.DOI
Han Jin, Cai Liu, Zhiqi Guo (2024). Estimating pore pressure in tight sandstone gas reservoirs: A comprehensive approach integrating rock physics models and deep neural networks. Journal of Applied Geophysics.DOI
Minghe Zhang, Xuan Feng, Maksim Bano, Cai Liu, Q. Liu, Xiaogang Wang (2024). Soil water content estimation by using ground penetrating radar data full waveform inversion with grey wolf optimizer algorithm. Vadose Zone Journal.DOI
Han Jin, Cai Liu, Zhiqi Guo (2024). Gas prediction in tight sandstones based on the rock-physics-derived seismic amplitude variation versus offset method. Petroleum Science.DOI
Fei Gao, You Tian, Dapeng Zhao, Hongli Li, Cai Liu (2024). Shear wave splitting and mantle dynamics of the southern Great Xing'an orogenic belt. Tectonophysics.DOI
Da Zhang, Cai Liu, Pengfei Zhao, Qi Lu, Yinghan Qi (2024). Pre-stack Seismic Probabilistic Inversion Method for Lithofacies and Elastic Parameters of Volcanic Reservoir. Pure and Applied Geophysics.DOI
Hanqing Qiao, Yicheng Zhou, Sherif M. Hanafy, Cai Liu (2024). Iterative Interferometric Denoising Filter for Traveltime Picking. Applied Sciences.DOI
Hanqing Qiao, Cai Liu, Shengchao Wang (2024). Monte Carlo Sampling of Inverse Problems Based on a Squeeze-and-Excitation Convolutional Neural Network Applied to Ground-Penetrating Radar Crosshole Traveltime: A Numerical Simulation Study. Applied Sciences.DOI
Hong-Xu Mu, Cai Liu, Long-Xin Xu, Xin-Min Rui, Peng-Ju Li (2023). Onshore hydrocarbon seep detection using the GF-5 hyperspectral image: a case study in the Karamay area, NW China. Journal Of Maps, Vol. 190, No. 10.DOI
Chao Song, Tian-Shuo Zhao, U. bin Waheed, Cai Liu, You Tian (2023). Seismic Traveltime Simulation for Variable Velocity Models Using Physics-Informed Fourier Neural Operator. IEEE Transactions on Geoscience and Remote Sensing.DOI
Xuan Feng, Hao-Qiu Zhou, Ze-Jun Dong, Qi Lu, Cai Liu, Wenjing Liang, Chun-Yu Ding (2023). Full-Polarization Analysis for Chang'E-4 Lunar Penetrating Radar Data Acquired During the Rover Turnings. International Workshop on Advanced Ground Penetrating Radar.DOI
Rong-Zhe Zhang, Haoyuan He, Xin-Tong Dong, Tong-Lin Li, Cai Liu, Xinze Kang (2023). Application of Supervised Descent Method for 3-D Gravity Data Focusing Inversion. IEEE Transactions on Geoscience and Remote Sensing.DOI
Danyu Zhao, Cai Liu, Zhi-Qi Guo (2023). Estimation of Interlayer Elastic Dispersion Attributes Based on a New Frequency- Dependent Elastic Impedance Inversion Method. IEEE Transactions on Geoscience and Remote Sensing.DOI
Zhiqi Guo, Wenxuan Gao, Cai Liu (2023). Geophysical Interpretation of Horizontal Fractures in Shale Oil Reservoirs Using Rock Physical and Seismic Methods. Energies.DOI
L. Mei, Cai Liu, Yanxiang Shi, Z. Meng, Zhanchuan Cai, Alexander Gusev (2023). Regolith Thermophysical Features of Mare Smythii in Vertical Direction Revealed by CE-2 MRM Data. IEEE International Geoscience and Remote Sensing Symposium.DOI
Han Jin, Cai Liu, Zhiqi Guo (2023). Characterization of Tight Gas Sandstone Properties Based on Rock Physical Modeling and Seismic Inversion Methods. Energies.DOI
Hanqing Qiao, Cai Liu, Hui Fang, Yaoyang Zhang (2023). Research and Application of Microseismic First Arrival Picking Method Based on Geophone Spacing Constraint. Journal of Physics Conference Series.DOI
Yilun Shao, Marianne Negrini, Cai Liu, Rui Gao (2023). Microstructural Relationship between Olivine and Clinopyroxene in Ultramafic Rocks from the Red Hills Massif, Dun Mountain Ophiolite. Minerals.DOI
Qining Zhan, Cai Liu, Yang Liu, Pengfei Zhao (2023). Data processing method for magnetotelluric sounding based on cepstral analysis. Frontiers in Earth Science.DOI
Zhiqi Guo, Xiaoying Qin, Cai Liu (2023). Quantitative characterization of tight gas sandstone reservoirs using seismic data via an integrated rock-physics-based framework. Petroleum Science.DOI
Yilun Shao, Marianne Negrini, Cai Liu, Rui Gao (2023). All six typical olivine CPO types discovered in 1-km2 area from the Red Hills Massif, New Zealand. Zenodo (CERN European Organization for Nuclear Research).DOI
Zhonghua Xin, Hesheng Hou, Jiangtao Han, Lijia Liu, Cai Liu, Tianqi Wang (2023). Magnetotelluric data reveals subduction polarity and reactivation of the Mudanjiang suture zone, Northeast China. Science China Earth Sciences.DOI
Chao Su, Guoqing Ma, Cai Liu, Yunhe Liu, Bo Zhang (2023). High-resolution imaging of a coal seam based on quasi-2D TEM inversion. Frontiers in Earth Science.DOI
Zhiqi Guo, Xiaoyu Lv, Cai Liu (2023). Estimating Organic Enrichment in Shale Gas Reservoirs Using Elastic Impedance Inversion Based on an Organic Matter−Matrix Decoupling Method. Surveys in Geophysics.DOI
Qiuying Wu, Bin Xing Hu, Cai Liu, Junming Zhang (2023). Sparse Parabolic Radon Transform with Nonconvex Mixed Regularization for Multiple Attenuation. Applied Sciences.DOI
Ruonan Chen, Ling Zhang, Yi Xu, Renrui Liu, Roberto Bugiolacchi, Xiaoping Zhang, Lu Chen, Zhaofa Zeng, Cai Liu (2023). Martian soil as revealed by ground-penetrating radar at the Tianwen-1 landing site. Geology.DOI
Rongzhe Zhang, Ling Zhang, Tonglin Li, Cai Liu, Haoyuan He, Xinhui Deng (2023). Gravity inversion with a binary structure constraint imposed by magnetotelluric data and its application to a Carlin-type gold deposit. Geophysics.DOI
Zhiqi Guo, Xiaoying Qin, Cai Liu (2023). Pore and Microfracture Characterization in Tight Gas Sandstone Reservoirs with a New Rock-Physics-Based Seismic Attribute. Remote Sensing.DOI
Chao Song, Yang Liu, Pengfei Zhao, Tianshuo Zhao, Jingbo Zou, Cai Liu (2023). Simulating Multicomponent Elastic Seismic Wavefield Using Deep Learning. IEEE Geoscience and Remote Sensing Letters.DOI
Chao Song, Yanghua Wang, Alan Elliott Richardson, Cai Liu (2023). Weighted Envelope Correlation-Based Waveform Inversion Using Automatic Differentiation. IEEE Transactions on Geoscience and Remote Sensing.DOI
Zejun Dong, Xuan Feng, Haoqiu Zhou, Cai Liu, Minghe Zhang, Wenjing Liang (2023). Effects of Uniaxial Bianisotropic Media on Full-Polarimetric GPR Signatures. IEEE Transactions on Geoscience and Remote Sensing.DOI
Jiayang Zou, Cai Liu, Chao Song, Pengfei Zhao (2023). Numerical Solver-Independent Seismic Wave Simulation Using Task-Decomposed Physics-Informed Neural Networks. IEEE Geoscience and Remote Sensing Letters.DOI
Zhiqi Guo, Tao Zhang, Cai Liu (2022). Direct hydrocarbon identification in shale oil reservoirs using fluid dispersion attribute based on an extended frequency-dependent seismic inversion scheme. Petroleum Science.DOI
Geng Wu, Yang Liu, Cai Liu, Zhisheng Zheng, Yang Cui (2022). Seismic data interpolation using deeply supervised U‐Net++ with natural seismic training sets. Geophysical Prospecting.DOI
Rongzhe Zhang, Tonglin Li, Cai Liu, Haoyuan He, Xingguo Huang, Saeed Vatankah (2022). Geophysical joint inversion based on mixed structural and rock-physics coupling constraints. Geophysics.DOI
Honghao Li, You Tian, Dapeng Zhao, Rajesh Kumar, Hongli Li, Dong Yan, Cai Liu (2022). Shear-wave tomography of the Changbai volcanic area in NE China derived from ambient noise and seismic surface waves. Journal of Asian Earth Sciences.DOI
Zhiqi Guo, Danyu Zhao, Cai Liu (2022). A New Seismic Inversion Scheme Using Fluid Dispersion Attribute for Direct Gas Identification in Tight Sandstone Reservoirs. Remote Sensing.DOI
Zhiqi Guo, Xiaoyu Lv, Cai Liu, Haifeng Chen, Lulu Mei (2022). Characterizing Gas Hydrate-Bearing Marine Sediments Using Elastic Properties—Part 2: Seismic Inversion Based on a Pore-Filling–Solid Matrix Decoupling Scheme. Journal of Marine Science and Engineering.DOI
Pengfei Zhao, Cai Liu, Yang Liu, You Tian, Xiaodong Chen, Yang Cui (2022). Crust and upper mantle electrical structure of the eastern Central Asian Orogenic Belt revealed by the MT line from Zhangwu County to East Ujimqin Banner. Earth Planets and Space.DOI
Haoqiu Zhou, Xuan Feng, Chunyu Ding, Zejun Dong, Cai Liu, Wenjing Liang (2022). Polarization analysis for Chang’E-4 lunar penetrating radar data acquired during the rover turnings. International Conference on Ground Penetrating Radar (GPR).DOI
Zhiqi Guo, Nanfang Nie, Cai Liu (2022). Fracture characterization based on improved seismic amplitude variation with azimuth inversion in tight gas sandstones, Ordos Basin, China. Marine and Petroleum Geology.DOI
Zhiqi Guo, Xiaoyu Lv, Cai Liu, Haifeng Chen, Zhiguang Cai (2022). Characterizing Gas Hydrate–Bearing Marine Sediments Using Elastic Properties—Part 1: Rock Physical Modeling and Inversion from Well Logs. Journal of Marine Science and Engineering.DOI
Zhiqi Guo, Xiaodong Zhang, Cai Liu, Xiwu Liu, Yuwei Liu (2022). Hydrocarbon Identification and Bedding Fracture Detection in Shale Gas Reservoirs Based on a Novel Seismic Dispersion Attribute Inversion Method. Surveys in Geophysics.DOI
Zhiqi Guo, Tao Zhang, Cai Liu, Xiwu Liu, Yuwei Liu (2022). Quantitative Seismic Interpretation of Reservoir Parameters and Elastic Anisotropy Based on Rock Physics Model and Neural Network Framework in the Shale Oil Reservoir of the Qianjiang Formation, Jianghan Basin, China. Energies.DOI
Ling Zhang, Yi Xu, Rui Chen, Hon Kuan Wong, Jialong Lai, Xindong Meng, Ruonan Chen, Zhaofa Zeng, Xuan Feng, Cai Liu (2022). Calculation of dielectric constant, loss property and scattering characteristics from the future martian GPR data. Icarus.DOI
Haoqiu Zhou, Xuan Feng, Chunyu Ding, Zejun Dong, Cai Liu, Wenjing Liang (2022). Heterogeneous Weathering Process of Lunar Regolith Revealed by Polarimetric Attributes Analysis of Chang’E‐4 Lunar Penetrating Radar Data Acquired During the Yutu‐2 Turnings. Geophysical Research Letters.DOI
Hanqing Qiao, Bing Zhang, Cai Liu (2022). Research on Prediction Method of Volcanic Rock Shear Wave Velocity Based on Improved Xu–White Model. Energies.DOI
Cai Liu, Longyu Guo, Yang Liu, Yanzhe Zhang, Ziyan Zhou (2022). Seismic random noise attenuation based on adaptive nonlocal median filter. Journal of Geophysics and Engineering.DOI
Zhiqi Guo, Danyu Zhao, Cai Liu (2022). Gas prediction using an improved seismic dispersion attribute inversion for tight sandstone gas reservoirs in the Ordos Basin, China. Journal of Natural Gas Science and Engineering.DOI
Zhiqi Guo, Xiaoyu Lv, Cai Liu, Xiwu Liu, Yuwei Liu (2022). Shale gas characterisation for hydrocarbon accumulation and brittleness by integrating a rock-physics-based framework with effective reservoir parameters. Journal of Natural Gas Science and Engineering.DOI
Haoqiu Zhou, Xuan Feng, Zejun Dong, Cai Liu, Wenjing Liang, Yafei An (2022). Local Freeman Decomposition for Robust Imaging and Identification of Subsurface Anomalies Using Misaligned Full-Polarimetric GPR Data. Remote Sensing.DOI
Haoqiu Zhou, Xuan Feng, Zejun Dong, Cai Liu, Wenjing Liang (2022). Multiparameter Adaptive Target Classification Using Full-Polarimetric GPR: A Novel Approach to Landmine Detection. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
Zhiqi Guo, Xiaodong Zhang, Cai Liu (2022). An Improved Scheme of Azimuthally Anisotropic Seismic Inversion for Fracture Prediction in Volcanic Gas Reservoirs. IEEE Transactions on Geoscience and Remote Sensing.DOI
Haoqiu Zhou, Xuan Feng, Bin Zhou, Zejun Dong, Guangyou Fang, Zhaofa Zeng, Cai Liu, Yuxi Li, Wei Lu (2022). Polarized Orientation Calibration and Processing Strategies for Tianwen-1 Full-Polarimetric Mars Rover Penetrating Radar Data. IEEE Transactions on Geoscience and Remote Sensing.DOI
Zejun Dong, Xuan Feng, Haoqiu Zhou, Cai Liu, Qi Lu, Wenjing Liang (2021). Assessing the Effects of Induced Field Rotation on Water Ice Detection of Tianwen-1 Full-Polarimetric Mars Rover Penetrating Radar. IEEE Transactions on Geoscience and Remote Sensing.DOI
Zhiqi Guo, Yuedong Li, Cai Liu, Da Zhang, LI An-bang (2021). Characterization of a Volcanic Gas Reservoir Using Seismic Dispersion and Fluid Mobility Attributes. Lithosphere.DOI
Zhisheng Zheng, Yang Liu, Cai Liu (2021). Seismic data interpolation using streaming prediction filter in the frequency domain. Geophysical Journal International.DOI
Yuqin Luo, Cai Liu (2021). Modeling seismic wave propagation in TTI media using multiaxial complex frequency shifted nearly perfectly matched layer method. Acta Geophysica.DOI
Qinghan Wang, Yang Liu, Cai Liu, Zhisheng Zheng (2021). Multichannel adaptive deconvolution based on streaming prediction-error filter. Journal of Geophysics and Engineering.DOI
Ziyan Zhou, Yang Liu, Cai Liu, Qinghan Wang, Zhisheng Zheng (2021). Local cosine similarity attribute based on fast-streaming computation. Second International Meeting for Applied Geoscience & Energy.DOI
Zhonghua Xin, Jiangtao Han, Cai Liu, Lijia Liu, You Tian, Baojun Yang, Zhuoyang Li, Qian Mu (2021). Lithospheric structure and transformation of the Songnen and Jiamusi blocks in the eastern segment of the Central Asian Orogenic Belt revealed by 3D magnetotelluric inversion. Tectonophysics.DOI
Liansheng Mei, Cai Liu, Zhiguo Meng, Xigang Wang, Zhanchuan Cai, Jinsong Ping (2021). Evaluating a Special Lunar TIR Cold Anomaly Using CE-2 CELMS Data. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
Haoqiu Zhou, Xuan Feng, Chunyu Ding, Zejun Dong, Cai Liu, Yan Zhang, Zhiguo Meng (2021). Yutu-2 Radar Sounding Evidence of a Buried Crater at Chang’E-4 Landing Site. IEEE Transactions on Geoscience and Remote Sensing.DOI
Yuanxie Li, Cai Liu, Zhiqi Guo, Yang Liu, Xuan Feng, You Tian, Qi Lu (2021). Simulation and characteristics analysis of a wavefield in a thermoelastic medium adopting the rotated staggered-grid pseudo-spectral method and L-S theory. Science China Earth Sciences.DOI
Rongzhe Zhang, Tonglin Li, Cai Liu, Xingguo Huang, Kristian Jensen, Malte Sommer (2021). 3-D Joint Inversion of Gravity and Magnetic Data Using Data-Space and Truncated Gauss–Newton Methods. IEEE Geoscience and Remote Sensing Letters.DOI
Han Jin, Cai Liu, Zhiqi Guo, Yiming Zhang, Cong Niu, Di Wang, Yun Ling (2021). Rock Physical Modeling and Seismic Dispersion Attribute Inversion for the Characterization of a Tight Gas Sandstone Reservoir. Frontiers in Earth Science.DOI
Rongzhe Zhang, Tonglin Li, Cai Liu (2021). Joint Inversion of Multiphysical Parameters Based on a Combination of Cosine Dot-Gradient and Joint Total Variation Constraints. IEEE Transactions on Geoscience and Remote Sensing.DOI
Hongxing Li, Chunhui Tao, Cai Liu, Guangnan Huang, Zhenan Yao, Hua Zhang, Xiangteng Wang (2021). Multichannel analysis of surface waves based on short array stacked Correlation gather. Soil Dynamics and Earthquake Engineering.DOI
Ling Zhang, Yi Xu, Roberto Bugiolacchi, Bin Xing Hu, Cai Liu, Jialong Lai, Zhaofa Zeng, Zhijun Huo (2021). Rock abundance and evolution of the shallow stratum on Chang'e-4 landing site unveiled by lunar penetrating radar data. Earth and Planetary Science Letters.DOI
Haoqiu Zhou, Xuan Feng, Zejun Dong, Cai Liu, Wenjing Liang (2021). Application of Denoising CNN for Noise Suppression and Weak Signal Extraction of Lunar Penetrating Radar Data. Remote Sensing.DOI
Zejun Dong, Xuan Feng, Haoqiu Zhou, Cai Liu, Motoyuki Sato (2021). Effects of Induced Field Rotation From Rough Surface on H-Alpha Decomposition of Full-Polarimetric GPR. IEEE Transactions on Geoscience and Remote Sensing.DOI
Zejun Dong, Xuan Feng, Cai Liu, Wenjing Liang, Haoqiu Zhou (2021). Calibration of Interface Induced Polarization for Full Polarimetric Ground Penetrating Radar. IOP Conference Series Earth and Environmental Science.DOI
Cai Liu, Liansheng Mei, Zhiguo Meng, Yongzhi Wang, Kai Zhu, Weiming Cheng, Zhanchuan Cai, Jinsong Ping, Alexander Gusev (2021). Special Thermophysical Features of Floor Materials in Mare Smythii Indicated by CE-2 CELMS Data. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
Qinghan Wang, Yang Liu, Cai Liu, Zhisheng Zheng (2020). Continuous time-varying Q-factor estimation method in the time-frequency domain. Applied Geophysics.DOI
Haoqiu Zhou, Xuan Feng, Zejun Dong, Cai Liu, Wenjing Liang (2020). Convolutional neural network for subsurface targets identification of full-polarimetric GPR. International Conference on Ground Penetrating Radar (GPR).DOI
Bing Zhang, Shuanggen Jin, Cai Liu, Zhiqi Guo, Xiwu Liu (2020). Prediction of shear wave velocity based on a statistical rock-physics model and Bayesian theory. Journal of Petroleum Science and Engineering.DOI
Xuebing Zhang, Cai Liu, Xuan Feng, Bonan Li, Kexin Li, Qin You (2019). The attenuated Ricker wavelet basis for seismic trace decomposition and attenuation analysis. Geophysical Prospecting.DOI
Jincheng Ma, You Tian, Dapeng Zhao, Cai Liu, Tingting Liu (2019). Mantle Dynamics of Western Pacific and East Asia: New Insights from P Wave Anisotropic Tomography. Geochemistry Geophysics Geosystems.DOI
Dong Yan, You Tian, Dapeng Zhao, Cai Liu, Hongxiang Zhu, Honghao Li (2019). Upper mantle temperature structure of the North China Craton. Physics of The Earth and Planetary Interiors.DOI
Teng Luo, Xuan Feng, Zhiqi Guo, Cai Liu, Xiwu Liu (2019). Seismic AVAZ inversion for orthorhombic shale reservoirs in the Longmaxi area, Sichuan. Applied Geophysics.DOI
Xinhui Deng, Cai Liu, Zhiqi Guo, Xiwu Liu, Yuwei Liu (2019). Rock physical inversion and quantitative seismic interpretation for the Longmaxi shale gas reservoir. Journal of Geophysics and Engineering.DOI
Cai Liu, Hongyan Sun, Zhiguo Meng, Yongchun Zheng, Yu Lu, Zhanchuan Cai, Jinsong Ping, Alexander Gusev, Shuo Hu (2019). Retrieving volume FeO and TiO 2 abundances of lunar regolith with CE-2 CELMS data using BPNN method*. Research in Astronomy and Astrophysics.DOI
Hongxiang Zhu, You Tian, Dapeng Zhao, Honghao Li, Cai Liu (2019). Seismic structure of the Changbai intraplate volcano from joint inversion of ambient noise and receiver functions. Acta Geologica Sinica - English Edition.DOI
Hongxiang Zhu, You Tian, Dapeng Zhao, Honghao Li, Cai Liu (2019). Seismic Structure of the Changbai Intraplate Volcano in NE China From Joint Inversion of Ambient Noise and Receiver Functions. Journal of Geophysical Research Solid Earth.DOI
Xuan Feng, Haoqiu Zhou, Cai Liu, Yan Zhang, Wenjing Liang, Enhedelihai Nilot, Minghe Zhang, Zejun Dong (2019). Particle Center Supported Plane for Subsurface Target Classification based on Full Polarimetric Ground Penetrating Radar. Remote Sensing.DOI
Bonan Li, Hui Ping Shen, Shouli Qu, Ding Wang, Cai Liu (2018). Tight carbonate reservoir characterization based on the modified rock physics model. Journal of Applied Geophysics.DOI
Longyu Guo, Yang Liu, Cai Liu, Zhisheng Zheng (2018). Structure-oriented filtering for seismic images using nonlocal median filter. Second International Meeting for Applied Geoscience & Energy.DOI
Xinhui Deng, Zhiqi Guo, Cai Liu, Qibin Zhang, Xiwu Liu, Yuwei Liu (2018). Quantitative seismic interpretation of micro-structural properties of shale gas reservoir based on rock physics - A study case of the Longmaxi shale gas reservoir.DOI
Zhou Fei, Tao Chun-hui, Wu Tao, Zeng Zhaofa, Cai Liu (2018). 3D Focused Inversion of Near-bottom Magnetic Data from Autonomous Underwater Vehicle in Rough Seas. Ocean Science Journal.DOI
Qi Lu, Cai Liu, Yan Wang, Sixin Liu, Zhaofa Zeng, Xuan Feng, She Song-sheng (2018). Ground Penetrating Radar Applications in Mapping Underground Utilities. International Conference on Ground Penetrating Radar (GPR).DOI
Chaopeng Luo, Xuan Feng, Cai Liu, Yan Zhang, Enhedelihai Nilot, Minghe Zhang, Zejun Dong, Haoqiu Zhou (2018). Full-polarimetric GPR for detecting ice fractures. International Conference on Ground Penetrating Radar (GPR).DOI
Zejun Dong, Xuan Feng, Cai Liu, Yan Zhang, Enhedelihai Nilot, Minghe Zhang, Haoqiu Zhou (2018). Study on Polarization Rotation of Electromagnetic Plane Wave from Rough Surface. International Conference on Ground Penetrating Radar (GPR).DOI
Yunlong Liu, Cai Liu, Chunhui Tao, Huajian Yao, Lei Qiu, Ao Wang, Aiguo Ruan, Hanchuang Wang, Jianping Zhou, Huaiming Li, Chuanwan Dong (2018). Time correction of the ocean bottom seismometers deployed at the southwest Indian ridge using ambient noise cross-correlation. Acta Oceanologica Sinica.DOI
Yunlong Liu, Chunhui Tao, Cai Liu, Lei Qiu, Vera Schlindwein, Haijiang Zhang, You Tian, Hanchuang Wang (2018). Seismic activity recorded by a single OBS/H near the active Longqi hydrothermal vent at the ultraslow spreading Southwest Indian Ridge (49°39′ E). Marine Georesources and Geotechnology.DOI
Que Zheng, Cai Liu, You Tian, Hongxiang Zhu (2018). Seismic imaging of the middle and upper crust by double-difference tomography: the Haicheng earthquake (Ms 7.3) in Liaoning Province. Applied Geophysics.DOI
Qi Lu, Chao Song, Cai Liu (2018). A new prestack three-parameter amplitude variation with offset inversion method. Journal of Geophysics and Engineering.DOI
Jincheng Ma, You Tian, Cai Liu, Dapeng Zhao, Xuan Feng, Hongxiang Zhu (2017). P-wave tomography of Northeast Asia: Constraints on the western Pacific plate subduction and mantle dynamics. Physics of The Earth and Planetary Interiors.DOI
Zhaofa Zeng, Nan Huai, Jing Li, Xueyu Zhao, Cai Liu, Yingsa Hu, Ling Zhang, Zuzhi Hu, Hui Yang (2017). Stochastic inversion of cross-borehole radar data from metalliferous vein detection. Journal of Geophysics and Engineering.DOI
Jing Li, Zhaofa Zeng, Cai Liu, Nan Huai, Kun Wang (2017). A Study on Lunar Regolith Quantitative Random Model and Lunar Penetrating Radar Parameter Inversion. IEEE Geoscience and Remote Sensing Letters.DOI
Xuan Feng, Qianci Ren, Cai Liu, Xuebing Zhang (2017). Joint acoustic full-waveform inversion of crosshole seismic and ground-penetrating radar data in the frequency domain. Geophysics.DOI
Cai Liu, Chao Song, Qi Lu (2017). Random noise de-noising and direct wave eliminating based on SVD method for ground penetrating radar signals. Journal of Applied Geophysics.DOI
Xuan Feng, Qianci Ren, Cai Liu (2017). Quantitative imaging for civil engineering by joint full waveform inversion of surface-based GPR and shallow seismic reflection data. Construction and Building Materials.DOI
Zhiqi Guo, Han Xu, Neng Lu, Cai Liu, Xiwu Liu (2017). Modeling and analysis of full waveform seismic AVAZ responses from anisotropic shale reservoirs.DOI
Zhiqi Guo, Xinhui Deng, Cai Liu, Xiwu Liu, Yuwei Liu (2017). Seismic rock physics characterization of fractures in anisotropic shale reservoirs.DOI
Zhiqi Guo, Qi‐Bin Zhang, Cai Liu, Xiwu Liu, Yuwei Liu (2017). Rock physics modeling and anisotropy parameters inversion for shale reservoirs.DOI
Jincheng Ma, You Tian, Cai Liu, Hongxiang Zhu (2017). High-resolution tomography of the Northeast Asia: New insight into the Pacific Plate subduction.DOI
Shuo Pang, Cai Liu, Zhiqi Guo, Xiwu Liu, Yuwei Liu (2017). Fracture characterization for shale reservoirs using P-wave azimuthal seismic inversion.DOI
Zhiqi Guo, Cai Liu, Shumin Chen, Yusheng Zhang, Jianjun Song (2017). Seismic amplitude inversion for the characterization of interbedded sand-shale reservoirs.DOI
Bing Zhang, Cai Liu, Zhiqi Guo, Xiwu Liu, Yuwei Liu (2017). Stochastic inversion of reservoir properties for anisotropic shales based on rock physics model.DOI
Neng Lu, Cai Liu, Zhiqi Guo, Xiwu Liu (2017). Azimuthal seismic responses from shale formation based on anisotropic rock physics and reflectivity method: a case study from south-west China. Exploration Geophysics.DOI
Xiwu Liu, Zhiqi Guo, Cai Liu, Yuwei Liu (2017). Anisotropy rock physics model for the Longmaxi shale gas reservoir, Sichuan Basin, China. Applied Geophysics.DOI
Guoqing Ma, Cai Liu, Jiashu Xu, Qingfa Meng (2017). Correlation imaging method based on local wavenumber for interpreting magnetic data. Journal of Applied Geophysics.DOI
Zhi-Qing Guo, Cai Liu, Xiang-Yang Li, Hui-Tian Lan (2016). Modeling and Analysis of Frequency‐Dependent AVO Responses in Anelastic Stratified Media.DOI
Chunhui Tao, Tao Wu, Cai Liu, Huaiming Li, Jinhui Zhang (2016). Fault inference and boundary recognition based on near-bottom magnetic data in the Longqi hydrothermal field. Marine Geophysical Research.DOI
Bingxiu Li, Dian Wang, Yang Liu, Cai Liu (2016). Local SNR estimation method for seismic data. Second International Meeting for Applied Geoscience & Energy.DOI
Shuo Pang, Cai Liu, Zhiqi Guo, Neng Lu, Bonan Li (2016). Modeling and analysis of seismic wave dispersion in patchy-saturated reservoir based on frequency-dependent AVO inversion. Second International Meeting for Applied Geoscience & Energy.DOI
Xuan Feng, Cai Liu, Michael Fehler, Stephen Brown, Daniel R. Burns, James A. TenCate, Thomas L. Szabo (2016). Using copropagating P-waves to extract nonlinear elastic characteristics of rock. Second International Meeting for Applied Geoscience & Energy.DOI
Bo Wang, Yang Liu, Cai Liu, Dian Wang (2016). Velocity analysis for amplitude variation using Duffing chaotic system. Second International Meeting for Applied Geoscience & Energy.DOI
Neng Lu, Cai Liu, Zhiqi Guo, Xiwu Liu (2016). Modeling and analysis of seismic AVAz in shale reservoir based on anisotropic rock physics model: A case study from Southwest China.DOI
Bing Zhang, Cai Liu, Zhiqi Guo, Xiwu Liu (2016). Shear-wave velocity prediction based on particle filter and rock-physics model.DOI
Xiwu Liu, Zhiqi Guo, Cai Liu, Yuwei Liu (2016). The study of seismic anisotropy of the Longmaxi Shale Formation by well log upscaling based on rock physic model.DOI
Zhiqi Guo, Cai Liu, Xiwu Liu, Yuwei Liu (2016). Fracture characterization of shale oil reservoir based on anisotropy rock physics model.DOI
Xuan Feng, Wenjing Liang, Cai Liu, Enhedelihai Nilot, Minghe Zhang, Shuaishuai Liang (2016). Application of Freeman decomposition to full polarimetric GPR for improving subsurface target classification. Signal Processing.DOI
You Tian, Hongxiang Zhu, Dapeng Zhao, Cai Liu, Xuan Feng, Ting Liu, Jincheng Ma (2016). Mantle transition zone structure beneath the Changbai volcano: Insight into deep slab dehydration and hot upwelling near the 410 km discontinuity. Journal of Geophysical Research Solid Earth.DOI
Zhiqi Guo, Cai Liu, Xiwu Liu, Ning Dong, Yuwei Liu (2016). Research on anisotropy of shale oil reservoir based on rock physics model. Applied Geophysics.DOI
Chao Song, Qi Lu, Cai Liu, Yuan Gao (2016). Random noise de-noising and direct wave eliminating in ground penetrating radar signal using SVD method. International Conference on Ground Penetrating Radar (GPR).DOI
Qi Lu, Cai Liu, Zhaofa Zeng, Jing Li, Xuebing Zhang (2016). Detection of human's motions through a wall using UWB radar. International Conference on Ground Penetrating Radar (GPR).DOI
Bonan Li, Cai Liu, Qi Lu, Shuo Pang (2016). Modeling CO2vertical migration based on seismic frequency-dependent AVO responses. Journal of Geophysics and Engineering.DOI
Tao Wu, Chunhui Tao, Cai Liu, Huaiming Li, Zhaocai Wu, Shuming Wang, Qinzhu Chen (2015). Geomagnetic Models and Edge Recognition of Hydrothermal Sulfide Deposits at Mid-ocean Ridges. Marine Georesources and Geotechnology.DOI
Cai Liu, Chao Song, Qi Lu, Yang Liu, Xuan Feng, Yue Gao (2015). Impedance inversion based on L1 norm regularization. Journal of Applied Geophysics.DOI
Zhiqi Guo, Cai Liu, Xiangyang Li (2015). Seismic signatures of reservoir permeability based on the patchy-saturation model. Applied Geophysics.DOI
Jing Li, Cai Liu, Zhaofa Zeng, Lingna Chen (2015). GPR Signal Denoising and Target Extraction With the CEEMD Method. IEEE Geoscience and Remote Sensing Letters.DOI
Ying Li, Zhiqi Guo, Cai Liu, Xiangyang Li, Gang Wang (2015). A rock physics model for the characterization of organic-rich shale from elastic properties. Petroleum Science.DOI
Xuan Feng, Yue Yu, Cai Liu, Michael Fehler (2015). Combination of H-Alpha Decomposition and Migration for Enhancing Subsurface Target Classification of GPR. IEEE Transactions on Geoscience and Remote Sensing.DOI
Guoqing Ma, Danian Huang, Cai Liu (2015). Step-Edge Detection Filters for the Interpretation of Potential Field Data. Pure and Applied Geophysics.DOI
Cai Liu, Bonan Li, Xu Zhao, Yang Liu, Qi Lu (2014). Fluid identification based on frequency-dependent AVO attribute inversion in multi-scale fracture media. Applied Geophysics.DOI
Yang Liu, Ning Liu, Cai Liu (2014). Adaptive prediction filtering in t-x-y domain for random noise attenuation using regularized nonstationary autoregression. Geophysics.DOI
Zhiqi Guo, Xiangyang Li, Cai Liu (2014). Anisotropy parameters estimate and rock physics analysis for the Barnett Shale. Journal of Geophysics and Engineering.DOI
Fu-Yan Gou, Cai Liu, Yang Liu, Xuan Feng, Fang-Zi Cui (2014). Complex seismic wavefield interpolation based on the Bregman iteration method in the sparse transform domain. Applied Geophysics.DOI
Bo Wang, Yang Liu, Cai Liu (2014). Seismic velocity analysis method based on chaotic system. Second International Meeting for Applied Geoscience & Energy.DOI
Guoqing Ma, Cai Liu, Lili Li (2014). Balanced horizontal derivative of potential field data to recognize the edges and estimate location parameters of the source. Journal of Applied Geophysics.DOI
Zhiqi Guo, Cai Liu, Xiangyang Li, Huitian Lan (2014). An Improved Method for the Modeling of Frequency-Dependent Amplitude-Versus-Offset Variations. IEEE Geoscience and Remote Sensing Letters.DOI
Qi Lu, Cai Liu, Xuan Feng (2014). Signal enhancement of GPR data based on empirical mode decomposition. International Conference on Ground Penetrating Radar (GPR).DOI
Wenjing Liang, Xuan Feng, Cai Liu, Qi Lu, Yue Yu, Enhedelihai Nilot, Qianci Ren (2014). Full-polarimetric GPR system for underground targets measurement. International Conference on Ground Penetrating Radar (GPR).DOI
Cai Liu, Fengxia Gao, Xuan Feng, Yang Liu, Qianci Ren (2014). Memoryless quasi-Newton (MLQN) method for 2D acoustic full waveform inversion. Exploration Geophysics.DOI
Zhiqi Guo, Xiangyang Li, Cai Liu (2014). An AVO inversion method in the frequency domain based on a layered model—a Bakken Shale case study. Journal of Geophysics and Engineering.DOI
WANG Yan‐Guo, Zhang Feng-xu, Cai Liu, WANG Zhu‐Wen, Jin Zhang (2013). Edge Detection in Potential Fields Using Optimal Auto‐Ratios of Vertical Gradients. Chinese Journal of Geophysics.DOI
Guoqing Ma, Danian Huang, Cai Liu (2013). Application of balanced edge detection filters to estimate the location parameters of the causative sources using potential field data. Journal of Applied Geophysics.DOI
Guoqing Ma, Cai Liu, Danian Huang, Lili Li (2013). A stable iterative downward continuation of potential field data. Journal of Applied Geophysics.DOI
Yang Liu, Cai Liu (2013). Velocity-dependent seislet transform and its applications. Second International Meeting for Applied Geoscience & Energy.DOI
Huitian Lan, Cai Liu, Zhiqi Guo, Xuan Feng (2013). A viscoelastic representation of wave attenuation and velocity dispersion in fractured porous media. Second International Meeting for Applied Geoscience & Energy.DOI
Xuan Feng, Cai Liu, Qiao Wang, Kai Wang, Qi Lu, Jian Xue, Wenjing Liang, Yue Yu, Qianci Ren (2013). Joint evaluation of fracture azimuth by electromagnetic wave and elastic wave. Journal of Applied Geophysics.DOI
Cai Liu, Fengxia Gao, Xuan Feng, Yang Liu, Yuwei Liu (2013). Incorporating attenuation effects into frequency-domain full waveform inversion from zero-offset VSP data from the Stokes equation. Journal of Geophysics and Engineering.DOI
Xuan Feng, Motoyuki Sato, Cai Liu, Kazunori Takahashi, Yan Zhang (2013). Topographic Correction of Elevated GPR. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
Zhiqi Guo, Xiangyang Li, Cai Liu, Xuan Feng, Ye Shen (2013). A shale rock physics model for analysis of brittleness index, mineralogy and porosity in the Barnett Shale. Journal of Geophysics and Engineering.DOI
Xuan Feng, Qiao Wang, Qi Lu, Cai Liu, Lilong Zou, Wenjing Liang, Hongli Li, Yue Yu, Qianci Ren (2012). Developing calibration technology for full-polarimetric GPR. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
Xuan Feng, Qiao Wang, Qi Lu, Cai Liu, Wenjing Liang, Hongli Li, Yue Yu, Qianci Ren (2012). Subsurface imaging by modified migration for irregular GPR data. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
Hongli Li, Qi Lu, Xuan Feng, Cai Liu, Wenjing Liang, Lilong Zou (2012). Study on the effect of LNAPL pollution to soil complex permittivity. International Conference on Ground Penetrating Radar (GPR).DOI
Qiao Wang, Xuan Feng, Qi Lu, Cai Liu, Wenjing Liang, Lilong Zou, Hongli Li, Yue Yu (2012). Propagation characteristics of joint physical simulation of both electromagnetic wave and ultrasonic wave in fractured media model. International Conference on Ground Penetrating Radar (GPR).DOI
Xuan Feng, Motoyuki Sato, Cai Liu (2012). Subsurface Imaging Using a Handheld GPR MD System. IEEE Geoscience and Remote Sensing Letters.DOI
Cai Liu (2012). Wave filed separation of fast-slow shear waves by Pearson correlation coefficient method. Global geology.
Wenjing Liang, Xuan Feng, Shiyu Wang, Cai Liu, Qi Lu, Lilong Zou, Qiao Wang, Hongli Li (2011). Polarimetric GPR Vivaldi Antenna Array and Experiments. Proceedings of the 10th SEGJ International Symposium, Kyoto, Japan, 20-22 November 2011.DOI
Xuan Feng, Motoyuki Sato, Cai Liu (2011). Hand-Held GPR Imaging Using Migration for Irregular Data. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
Xuan Feng, Wenjing Liang, Cai Liu, Qi Lu, Zheng-Shu Zhou, Yan Zhang, Lilong Zou, Hongli Li (2011). Developing a novel full-polarimetric GPR technology. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
Qi Lu, Xuan Feng, Cai Liu, Hong-Li Li, Motoyuki Sato (2011). Detection of LNAPL contaminated soils by GPR. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
Yang Liu, Cai Liu (2011). Nonstationary signal and noise separation using adaptive prediction-error filter. Second International Meeting for Applied Geoscience & Energy.DOI
Xuan Feng, Wenjin Liang, Qi Lu, Cai Liu, Lili Li, Lilong Zou, Motoyuki Sato (2010). 3D velocity model and ray tracing of antenna array GPR. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
Cai Liu, Xingzhou Zhang, Yang Liu, Baojun Yang, Xuan Feng, Dian Wang, D. Liu (2009). Geoelectrical Evidence for Characteristics of Lithospheric Structure Beneath the Yuejinshan Collage Zone and Its Vicinity in Northeast Asia. Chinese Journal of Geophysics.DOI
Yang Liu, Cai Liu, Dian Wang (2008). A 1D time-varying median filter for seismic random, spike-like noise elimination. Geophysics.DOI
Xuan Feng, Motoyuki Sato, Yan Zhang, Cai Liu, Fusheng Shi, Yonghui Zhao (2008). CMP Antenna Array GPR and Signal-to-Clutter Ratio Improvement. IEEE Geoscience and Remote Sensing Letters.DOI
Cai Liu (2008). Application of Fractional Fourier Transform to Linear Modulated Adapt Signals. Journal of Jilin University.
Cai Liu (2008). An Application of Coherence Technique in Structure Modality Automatic Recognition. Journal of Jilin University.
LI Hong-xing, Cai Liu, Tao Chun-hui (2008). 3D Numerical Simulation of Dual-phase Porous Media Based on BISQ Mechanism. Journal of Oil and Gas Technology.
Cai Liu (2008). Present Status of Fractured Oil and Gas Reservoirs. Journal of Jilin University.
Cai Liu (2008). Study of Shortest Path Method of Ray Tracing Algorithm. Journal of Jilin University.
Cai Liu, Zhiqi Guo, Baojun Yang, Xiaohuan Wang, Xuan Feng (2007). Analysis of Reflection and Transmission Problems of Waves in Viscoelastic Anisotropic Media. Chinese Journal of Geophysics.DOI
Xuan Feng, Cai Liu, Motoyuki Sato (2007). Interpolation using the Kirchhoff migration integral for visualization of an irregular GPR data. Second International Meeting for Applied Geoscience & Energy.DOI
Cai Liu (2007). The Technology of Identifying PSV Wave in Multi Wave Seismic Survey. Journal of Jilin University.
Cai Liu (2007). Modeling seismic wave in linear viscoelastic media. Progress in geophysics.
Cai Liu, Yang Liu, Baojun Yang, Dian Wang, Jianguo Sun (2006). A 2D multistage median filter to reduce random seismic noise. Geophysics.DOI
Cai Liu, Dian Wang, Yang Liu, Baojun Yang, Peimao Wang, Motoyuki Sato (2006). The poststack random noise reduction applying adaptive wiener filter. SEGJ International Symposium.DOI
Liguo Han, Dianmi Liu, Cai Liu, Yang Liu, Motoyuki Sato (2006). A Modified grid raytracing method. SEGJ International Symposium.DOI
Baojun Yang, Qinxue Li, Jianren Tang, Cai Liu, Jian‐Min Wang, Zhaohu Wang, LI Zhanlin, Xuan Feng, Ping Yu, Shizhe Li, Yang Liu, Lei Fu (2003). The Form and Three‐Instantaneous Information for the Seismic Reflection Moho in Songliao Basin and the Corresponding Geological Interpretation. Chinese Journal of Geophysics.DOI