Shangxu Wang

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 28

Top Topics

Unsupervised Learning

Data Generation

Top Venues

IEEE Geosci. Remote. Sens. Lett.

IEEE Trans. Geosci. Remote. Sens.

Publications

Kunxi Wang, Tianyue Hu, Bangliu Zhao, Shangxu Wang
Random Noise Attenuation Using an Unsupervised Deep Neural Network Method Based on Local Orthogonalization and Ensemble Learning. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Guanchao Wang, Shangxu Wang, Guohe Li, Guangmao Zhao, Yongxiao Niu
Elastic Reflection Waveform Inversion With a Nonlinear Born Scattering Operator for Multiparameter Reconstruction. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Kunxi Wang, Tianyue Hu, Bangliu Zhao, Shangxu Wang
An Unsupervised Deep Learning Method for Direct Seismic Deblending in Shot Domain. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Kunxi Wang, Tianyue Hu, Bangliu Zhao, Shangxu Wang
An Unsupervised Learning Method to Suppress Seismic Internal Multiples Based on Adaptive Virtual Events and Joint Constraints of Multiple Deep Neural Networks. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Zhaohui Song, Shenghuang Li, Sumei He, Sanyi Yuan, Shangxu Wang
Gas-Bearing Prediction of Tight Sandstone Reservoir Using Semi-Supervised Learning and Transfer Learning. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Guanchao Wang, Tariq Alkhalifah, Shangxu Wang
Enhancing Low-Wavenumber Information in Reflection Waveform Inversion by the Energy Norm Born Scattering. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Kunxi Wang, Tianyue Hu, Shangxu Wang
Unsupervised Learning for Seismic Internal Multiple Suppression Based on Adaptive Virtual Events. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Yan-Xiao He, Gang He, Sanyi Yuan, Jianguo Zhao, Shangxu Wang
Bayesian Frequency-Dependent AVO Inversion Using an Improved Markov Chain Monte Carlo Method for Quantitative Gas Saturation Prediction in a Thin Layer. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Yan-Xiao He, Shangxu Wang, Sanyi Yuan, Genyang Tang, Xinyu Wu
An Improved Approach for Hydrocarbon Detection Using Bayesian Inversion of Frequency- and Angle-Dependent Seismic Signatures of Highly Attenuative Reservoirs. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Jianguo Zhao, Yan-Xiao He, Gang He, Wentao He, Qi Li, Shangxu Wang
A Novel Approach for Evaluating Gas Saturation Effects on the Phase Reversal Characteristics of Seismic AVO Responses From Strongly Attenuating Reservoirs. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Lichao Liu, Tianyue Hu, Jiandong Huang, Shangxu Wang
Adaptive Surface-Related Multiple Subtraction Based on Convolutional Neural Network. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Xiaozhou Liu, Tianyue Hu, Shangxu Wang, Tao Liu, Zhefeng Wei
Seismic Internal Multiple Suppression Based on Convolutional Neural Network. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Wenjing Sang, Sanyi Yuan, Xueshan Yong, Xinqi Jiao, Shangxu Wang
DCNNs-Based Denoising With a Novel Data Generation for Multidimensional Geological Structures Learning. IEEE Geosci. Remote. Sens. Lett. 18 (10) (2021)
Liang Cheng, Sanyi Yuan, Shangxu Wang
Joint Reflectivity and Structural Interval-Q Estimation by Using Nonstationary Sparse Inversion. IEEE Geosci. Remote. Sens. Lett. 18 (5) (2021)
Xintao Chai, Genyang Tang, Shangxu Wang, Kai Lin, Ronghua Peng
Deep Learning for Irregularly and Regularly Missing 3-D Data Reconstruction. IEEE Trans. Geosci. Remote. Sens. 59 (7) (2021)
Chunmei Luo, Shanshan Wei, Sanyi Yuan, Zhaohui Song, Weibin Song, Shangxu Wang
An Unsupervised Learning Method for Estimating Zero-Crossing-Time. IEEE Geosci. Remote. Sens. Lett. 17 (7) (2020)
Xintao Chai, Genyang Tang, Shangxu Wang, Ronghua Peng, Wei Chen, Jingnan Li
Deep Learning for Regularly Missing Data Reconstruction. IEEE Trans. Geosci. Remote. Sens. 58 (6) (2020)
Shengjun Li, Zhizhou Huo, Bo Zhang, Yihuai Lou, Hao Wu, Shangxu Wang
Multichannel Complex Seismic Traces Analysis. IEEE Geosci. Remote. Sens. Lett. 17 (5) (2020)
Sanyi Yuan, Wanwan Wei, Di Wang, Peidong Shi, Shangxu Wang
-Norm. IEEE Geosci. Remote. Sens. Lett. 17 (1) (2020)
Tieyi Wang, Sanyi Yuan, Jianhu Gao, Shengjun Li, Shangxu Wang
Multispectral Phase-Based Geosteering Coherence Attributes for Deep Stratigraphic Feature Characterization. IEEE Geosci. Remote. Sens. Lett. 16 (8) (2019)
Sanyi Yuan, Ying Liu, Zhen Zhang, Chunmei Luo, Shangxu Wang
Prestack Stochastic Frequency-Dependent Velocity Inversion With Rock-Physics Constraints and Statistical Associated Hydrocarbon Attributes. IEEE Geosci. Remote. Sens. Lett. 16 (1) (2019)
Guanchao Wang, Sanyi Yuan, Shangxu Wang
Retrieving Low-Wavenumber Information in FWI: An Efficient Solution for Cycle Skipping. IEEE Geosci. Remote. Sens. Lett. 16 (7) (2019)
Sanyi Yuan, Yuxin Su, Tieyi Wang, Jinghan Wang, Shangxu Wang
Geosteering Phase Attributes: A New Detector for the Discontinuities of Seismic Images. IEEE Geosci. Remote. Sens. Lett. 16 (1) (2019)
Sanyi Yuan, Yongzhen Ji, Peidong Shi, Jing Zeng, Jianhu Gao, Shangxu Wang
Sparse Bayesian Learning-Based Seismic High-Resolution Time-Frequency Analysis. IEEE Geosci. Remote. Sens. Lett. 16 (4) (2019)
Sanyi Yuan, Shangxu Wang, Chunmei Luo, Tieyi Wang
Inversion-Based 3-D Seismic Denoising for Exploring Spatial Edges and Spatio-Temporal Signal Redundancy. IEEE Geosci. Remote. Sens. Lett. 15 (11) (2018)
Sanyi Yuan, Jiwei Liu, Shangxu Wang, Tieyi Wang, Peidong Shi
Seismic Waveform Classification and First-Break Picking Using Convolution Neural Networks. IEEE Geosci. Remote. Sens. Lett. 15 (2) (2018)
Li Deng, Sanyi Yuan, Shangxu Wang
Sparse Bayesian Learning-Based Seismic Denoise by Using Physical Wavelet as Basis Functions. IEEE Geosci. Remote. Sens. Lett. 14 (11) (2017)
Sanyi Yuan, Shangxu Wang, Ming Ma, Yongzhen Ji, Li Deng
Sparse Bayesian Learning-Based Time-Variant Deconvolution. IEEE Trans. Geosci. Remote. Sens. 55 (11) (2017)