Shangxu Wang

31 papers Journal 31
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Novel Approach of Frequency-Dependent Seismic Elastic Parameters Inversion for Fluid Prediction at Thin Sandstone Reservoirs.
IEEE Geosci. Remote. Sens. Lett.
Fa-Wei Miao, Yan-Xiao He, Jingyang Ni, Sanyi Yuan, Shangxu Wang
2025 J jnl
Data Augmentation Using Multiscale Generative Adversarial Networks Under Few Well Conditions for Acoustic Impedance Inversion.
IEEE Trans. Geosci. Remote. Sens.
Xiao Chen, Yuchen Yao, Shangxu Wang, Jianhua Wang, Songtao Guo, Shoudong Wang, Genyang Tang
2024 J jnl
Physics-Informed Self-Supervised Learning With Phase Resemblance Constraint for Internal Multiple Attenuation.
IEEE Trans. Geosci. Remote. Sens.
Xiaozhou Liu, Tianyue Hu, Shangxu Wang
2023 J jnl
An Unsupervised Deep Learning Method for Direct Seismic Deblending in Shot Domain.
IEEE Trans. Geosci. Remote. Sens.
Kunxi Wang, Tianyue Hu, Bangliu Zhao, Shangxu Wang
2023 J jnl
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.
Kunxi Wang, Tianyue Hu, Bangliu Zhao, Shangxu Wang
2023 J jnl
Elastic Reflection Waveform Inversion With a Nonlinear Born Scattering Operator for Multiparameter Reconstruction.
IEEE Geosci. Remote. Sens. Lett.
Guanchao Wang, Shangxu Wang, Guohe Li, Guangmao Zhao, Yongxiao Niu
2023 J jnl
Random Noise Attenuation Using an Unsupervised Deep Neural Network Method Based on Local Orthogonalization and Ensemble Learning.
IEEE Trans. Geosci. Remote. Sens.
Kunxi Wang, Tianyue Hu, Bangliu Zhao, Shangxu Wang
2022 J jnl
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.
Jianguo Zhao, Yan-Xiao He, Gang He, Wentao He, Qi Li, Shangxu Wang
2022 J jnl
Adaptive Surface-Related Multiple Subtraction Based on Convolutional Neural Network.
IEEE Geosci. Remote. Sens. Lett.
Lichao Liu, Tianyue Hu, Jiandong Huang, Shangxu Wang
2022 J jnl
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.
Yan-Xiao He, Shangxu Wang, Sanyi Yuan, Genyang Tang, Xinyu Wu
2022 J jnl
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.
Yan-Xiao He, Gang He, Sanyi Yuan, Jianguo Zhao, Shangxu Wang
2022 J jnl
Enhancing Low-Wavenumber Information in Reflection Waveform Inversion by the Energy Norm Born Scattering.
IEEE Geosci. Remote. Sens. Lett.
Guanchao Wang, Tariq Alkhalifah, Shangxu Wang
2022 J jnl
Gas-Bearing Prediction of Tight Sandstone Reservoir Using Semi-Supervised Learning and Transfer Learning.
IEEE Geosci. Remote. Sens. Lett.
Zhaohui Song, Shenghuang Li, Sumei He, Sanyi Yuan, Shangxu Wang
2022 J jnl
Seismic Internal Multiple Suppression Based on Convolutional Neural Network.
IEEE Geosci. Remote. Sens. Lett.
Xiaozhou Liu, Tianyue Hu, Shangxu Wang, Tao Liu, Zhefeng Wei
2022 J jnl
Unsupervised Learning for Seismic Internal Multiple Suppression Based on Adaptive Virtual Events.
IEEE Trans. Geosci. Remote. Sens.
Kunxi Wang, Tianyue Hu, Shangxu Wang
2021 J jnl
DCNNs-Based Denoising With a Novel Data Generation for Multidimensional Geological Structures Learning.
IEEE Geosci. Remote. Sens. Lett.
Wenjing Sang, Sanyi Yuan, Xueshan Yong, Xinqi Jiao, Shangxu Wang
2021 J jnl
Deep Learning for Irregularly and Regularly Missing 3-D Data Reconstruction.
IEEE Trans. Geosci. Remote. Sens.
Xintao Chai, Genyang Tang, Shangxu Wang, Kai Lin, Ronghua Peng
2021 J jnl
Joint Reflectivity and Structural Interval-Q Estimation by Using Nonstationary Sparse Inversion.
IEEE Geosci. Remote. Sens. Lett.
Liang Cheng, Sanyi Yuan, Shangxu Wang
2020 J jnl
An Unsupervised Learning Method for Estimating Zero-Crossing-Time.
IEEE Geosci. Remote. Sens. Lett.
Chunmei Luo, Shanshan Wei, Sanyi Yuan, Zhaohui Song, Weibin Song, Shangxu Wang
2020 J jnl
Deep Learning for Regularly Missing Data Reconstruction.
IEEE Trans. Geosci. Remote. Sens.
Xintao Chai, Genyang Tang, Shangxu Wang, Ronghua Peng, Wei Chen, Jingnan Li
2020 J jnl
Goal-Oriented Inversion-Based NMO Correction Using a Convex l
IEEE Geosci. Remote. Sens. Lett.
Sanyi Yuan, Wanwan Wei, Di Wang, Peidong Shi, Shangxu Wang
2020 J jnl
Multichannel Complex Seismic Traces Analysis.
IEEE Geosci. Remote. Sens. Lett.
Shengjun Li, Zhizhou Huo, Bo Zhang, Yihuai Lou, Hao Wu, Shangxu Wang
2019 J jnl
Geosteering Phase Attributes: A New Detector for the Discontinuities of Seismic Images.
IEEE Geosci. Remote. Sens. Lett.
Sanyi Yuan, Yuxin Su, Tieyi Wang, Jinghan Wang, Shangxu Wang
2019 J jnl
Multispectral Phase-Based Geosteering Coherence Attributes for Deep Stratigraphic Feature Characterization.
IEEE Geosci. Remote. Sens. Lett.
Tieyi Wang, Sanyi Yuan, Jianhu Gao, Shengjun Li, Shangxu Wang
2019 J jnl
Prestack Stochastic Frequency-Dependent Velocity Inversion With Rock-Physics Constraints and Statistical Associated Hydrocarbon Attributes.
IEEE Geosci. Remote. Sens. Lett.
Sanyi Yuan, Ying Liu, Zhen Zhang, Chunmei Luo, Shangxu Wang
2019 J jnl
Retrieving Low-Wavenumber Information in FWI: An Efficient Solution for Cycle Skipping.
IEEE Geosci. Remote. Sens. Lett.
Guanchao Wang, Sanyi Yuan, Shangxu Wang
2019 J jnl
Sparse Bayesian Learning-Based Seismic High-Resolution Time-Frequency Analysis.
IEEE Geosci. Remote. Sens. Lett.
Sanyi Yuan, Yongzhen Ji, Peidong Shi, Jing Zeng, Jianhu Gao, Shangxu Wang
2018 J jnl
Inversion-Based 3-D Seismic Denoising for Exploring Spatial Edges and Spatio-Temporal Signal Redundancy.
IEEE Geosci. Remote. Sens. Lett.
Sanyi Yuan, Shangxu Wang, Chunmei Luo, Tieyi Wang
2018 J jnl
Seismic Waveform Classification and First-Break Picking Using Convolution Neural Networks.
IEEE Geosci. Remote. Sens. Lett.
Sanyi Yuan, Jiwei Liu, Shangxu Wang, Tieyi Wang, Peidong Shi
2017 J jnl
Sparse Bayesian Learning-Based Seismic Denoise by Using Physical Wavelet as Basis Functions.
IEEE Geosci. Remote. Sens. Lett.
Li Deng, Sanyi Yuan, Shangxu Wang
2017 J jnl
Sparse Bayesian Learning-Based Time-Variant Deconvolution.
IEEE Trans. Geosci. Remote. Sens.
Sanyi Yuan, Shangxu Wang, Ming Ma, Yongzhen Ji, Li Deng