Yangkang Chen

According to our database, Yangkang Chen authored at least 91 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

An advanced median filter for improving the signal-to-noise ratio of seismological datasets.

Yapo Abolé Serge Innocent Oboué, Yunfeng Chen, Sergey Fomel, Wei Zhong, Yangkang Chen

Comput. Geosci., January, 2024

Interpretable Unsupervised Learning Framework for Multidimensional Erratic and Random Noise Attenuation.

Liuqing Yang, Sergey Fomel, Shoudong Wang, Xiaohong Chen, Yaoguang Sun, Yangkang Chen

IEEE Trans. Geosci. Remote. Sens., 2024

Deep Learning Peak Ground Acceleration Prediction Using Single-Station Waveforms.

Omar M. Saad, Islam Helmy, Mona Mohammed, Alexandros Savvaidis, Avigyan Chatterjee, Yangkang Chen

IEEE Trans. Geosci. Remote. Sens., 2024

DAS Vehicle Signal Extraction Using Machine Learning in Urban Traffic Monitoring.

Rui Min, Yunfeng Chen, Hang Wang, Yangkang Chen

IEEE Trans. Geosci. Remote. Sens., 2024

2023

DRR: An open-source multi-platform package for the damped rank-reduction method and its applications in seismology.

Yangkang Chen, Weilin Huang, Liuqing Yang, Yapo Abolé Serge Innocent Oboué, Omar M. Saad, Yunfeng Chen

Comput. Geosci., November, 2023

High-Fidelity Permeability and Porosity Prediction Using Deep Learning With the Self-Attention Mechanism.

Liuqing Yang, Shoudong Wang, Xiaohong Chen, Wei Chen, Omar M. Saad, Xu Zhou, Nam Pham, Zhicheng Geng, Sergey Fomel, Yangkang Chen

IEEE Trans. Neural Networks Learn. Syst., July, 2023

Self-Attention Fully Convolutional DenseNets for Automatic Salt Segmentation.

Omar M. Saad, Wei Chen, Fangxue Zhang, Liuqing Yang, Xu Zhou, Yangkang Chen

IEEE Trans. Neural Networks Learn. Syst., July, 2023

Deep Nonlocal Regularizer: A Self-Supervised Learning Method for 3-D Seismic Denoising.

Zitai Xu, Yisi Luo, Bangyu Wu, Deyu Meng, Yangkang Chen

IEEE Trans. Geosci. Remote. Sens., 2023

EQCCT: A Production-Ready Earthquake Detection and Phase-Picking Method Using the Compact Convolutional Transformer.

Omar M. Saad, Yunfeng Chen, Daniel Siervo, Fangxue Zhang, Alexandros Savvaidis, Guo-chin Dino Huang, Nadine Igonin, Sergey Fomel, Yangkang Chen

IEEE Trans. Geosci. Remote. Sens., 2023

Frequency-Independent Centroid Frequency Shift Method for Signal Attenuation Estimation.

Huijian Li, Bo Liu, Xu Liu, Abdullatif A. Al-Shuhail, Sherif M. Hanafy, Yangkang Chen

IEEE Trans. Geosci. Remote. Sens., 2023

RFloc3D: A Machine-Learning Method for 3-D Microseismic Source Location Using P- and S-Wave Arrivals.

Yangkang Chen, Alexandros Savvaidis, Sergey Fomel, Omar M. Saad, Yunfeng Chen

IEEE Trans. Geosci. Remote. Sens., 2023

EQConvMixer: A Deep Learning Approach for Earthquake Location From Single-Station Waveforms.

Hagar S. Elsayed, Omar M. Saad, M. Sami Soliman, Yangkang Chen, Hassan A. Youness

IEEE Geosci. Remote. Sens. Lett., 2023

2022

Statistics-Guided Dictionary Learning for Automatic Coherent Noise Suppression.

Yatong Zhou, Jian Yang, Hang Wang, Guangtan Huang, Yangkang Chen

IEEE Trans. Geosci. Remote. Sens., 2022

Unsupervised 3-D Random Noise Attenuation Using Deep Skip Autoencoder.

Liuqing Yang, Shoudong Wang, Xiaohong Chen, Omar M. Saad, Wei Chen, Yapo Abolé Serge Innocent Oboué, Yangkang Chen

IEEE Trans. Geosci. Remote. Sens., 2022

Simultaneous Reconstruction and Denoising of Extremely Sparse 5-D Seismic Data by a Simple and Effective Method.

Hang Wang, Yunfeng Chen, Yapo Abolé Serge Innocent Oboué, Ray Abma, Zhicheng Geng, Sergey Fomel, Yangkang Chen

IEEE Trans. Geosci. Remote. Sens., 2022

An Unsplit CFS-PML Scheme for the Second-Order Wave Equation With Its Application in Fractional Viscoacoustic Simulation.

Yufeng Wang, Min Bai, Liuqing Yang, Xuebin Zhao, Omar M. Saad, Yangkang Chen

IEEE Trans. Geosci. Remote. Sens., 2022

Self-Attention Deep Image Prior Network for Unsupervised 3-D Seismic Data Enhancement.

Omar M. Saad, Yapo Abolé Serge Innocent Oboué, Min Bai, Lotfy Samy, Liuqing Yang, Yangkang Chen

IEEE Trans. Geosci. Remote. Sens., 2022

Unsupervised Deep Learning for Single-Channel Earthquake Data Denoising and Its Applications in Event Detection and Fully Automatic Location.

Omar M. Saad, Yunfeng Chen, Alexandros Savvaidis, Wei Chen, Fangxue Zhang, Yangkang Chen

IEEE Trans. Geosci. Remote. Sens., 2022

CapsPhase: Capsule Neural Network for Seismic Phase Classification and Picking.

Omar M. Saad, Yangkang Chen

IEEE Trans. Geosci. Remote. Sens., 2022

Mixed Rank-Constrained Model for Simultaneous Denoising and Reconstruction of 5-D Seismic Data.

Yapo Abolé Serge Innocent Oboué, Yangkang Chen

IEEE Trans. Geosci. Remote. Sens., 2022

Registration-Free Multicomponent Joint AVA Inversion Using Optimal Transport.

Cong Luo, Guangtan Huang, Xiaohong Chen, Yangkang Chen

IEEE Trans. Geosci. Remote. Sens., 2022

Deep Classified Autoencoder for Lithofacies Identification.

Xingye Liu, Guangzhou Shao, Yuwei Liu, Xiwu Liu, Jingye Li, Xiaohong Chen, Yangkang Chen

IEEE Trans. Geosci. Remote. Sens., 2022

High-Order Directional Total Variation for Seismic Noise Attenuation.

Xingye Liu, Qin Li, Cheng Yuan, Jingye Li, Xiaohong Chen, Yangkang Chen

IEEE Trans. Geosci. Remote. Sens., 2022

A Generalized Seismic Attenuation Compensation Operator Optimized by 2-D Mathematical Morphology Filtering.

Huijian Li, Stewart Greenhalgh, Bo Liu, Xu Liu, Qi Hao, Yangkang Chen

IEEE Trans. Geosci. Remote. Sens., 2022

Accelerated Signal-and-Noise Orthogonalization.

Guangtan Huang, Dong Zhang, Wei Chen, Yangkang Chen

IEEE Trans. Geosci. Remote. Sens., 2022

Directional Total Variation Regularized High-Resolution Prestack AVA Inversion.

Guangtan Huang, Xiaohong Chen, Shan Qu, Min Bai, Yangkang Chen

IEEE Trans. Geosci. Remote. Sens., 2022

Frequency-Space-Dependent Smoothing Regularized Nonstationary Predictive Filtering.

Guangtan Huang, Min Bai, Hang Wang, Xingye Liu, Yangkang Chen

IEEE Trans. Geosci. Remote. Sens., 2022

LOUD: Local Orthogonalization-Constrained Unsupervised Deep-Learning Denoiser.

Zhicheng Geng, Yangkang Chen, Sergey Fomel, Luming Liang

IEEE Trans. Geosci. Remote. Sens., 2022

3-D Structural Complexity-Guided Predictive Filtering: A Comparison Between Different Non-Stationary Strategies.

Chao Fu, Zhifei Gong, Lei Chen, Senlin Yang, Lingli Zhang, Yangkang Chen

IEEE Trans. Geosci. Remote. Sens., 2022

Attention-Based Fully Convolutional DenseNet for Earthquake Detection.

Hagar S. Elsayed, Omar M. Saad, M. Sami Soliman, Yangkang Chen, Hassan A. Youness

IEEE Trans. Geosci. Remote. Sens., 2022

Fast High-Resolution Hyperbolic Radon Transform.

Wei Chen, Liuqing Yang, Hang Wang, Yangkang Chen

IEEE Trans. Geosci. Remote. Sens., 2022

Large Dip Calculation via Robust Nonstationary Plane-Wave Destruction.

Wei Chen, Liuqing Yang, Xingye Liu, Hang Wang, Yangkang Chen

IEEE Trans. Geosci. Remote. Sens., 2022

Statistics-Guided Residual Dictionary Learning for Footprint Noise Removal.

Wei Chen, Omar M. Saad, Hang Wang, Yangkang Chen

IEEE Trans. Geosci. Remote. Sens., 2022

3-D Seismic Diffraction Separation and Imaging Using the Local Rank-Reduction Method.

Wei Chen, Xingye Liu, Omar M. Saad, Yapo Abolé Serge Innocent Oboué, Liuqing Yang, Hang Wang, Yangkang Chen

IEEE Trans. Geosci. Remote. Sens., 2022

Urban DAS Data Processing and Its Preliminary Application to City Traffic Monitoring.

Hang Wang, Yunfeng Chen, Rui Min, Yangkang Chen

Sensors, 2022

Discriminating Earthquakes From Quarry Blasts Using Capsule Neural Network.

Omar M. Saad, M. Sami Soliman, Yangkang Chen, Abutaleb A. Amin, H. E. Abdelhafiez

IEEE Geosci. Remote. Sens. Lett., 2022

Machine Learning for Fast and Reliable Source-Location Estimation in Earthquake Early Warning.

Omar M. Saad, Yunfeng Chen, Daniel T. Trugman, M. Sami Soliman, Lotfy Samy, Alexandros Savvaidis, Mohamed Abdelaziz Khamis, Ali G. Hafez, Sergey Fomel, Yangkang Chen

IEEE Geosci. Remote. Sens. Lett., 2022

2021

Deep Learning Seismic Random Noise Attenuation via Improved Residual Convolutional Neural Network.

Liuqing Yang, Wei Chen, Hang Wang, Yangkang Chen

IEEE Trans. Geosci. Remote. Sens., 2021

Robust Nonstationary Local Slope Estimation.

Hang Wang, Guangtan Huang, Yangkang Chen

IEEE Trans. Geosci. Remote. Sens., 2021

Q-Compensated Denoising of Seismic Data.

Hang Wang, Guangtan Huang, Wei Chen, Yangkang Chen

IEEE Trans. Geosci. Remote. Sens., 2021

Fast Dictionary Learning for High-Dimensional Seismic Reconstruction.

Hang Wang, Wei Chen, Quan Zhang, Xingye Liu, Shaohuan Zu, Yangkang Chen

IEEE Trans. Geosci. Remote. Sens., 2021

Earthquake Detection and P-Wave Arrival Time Picking Using Capsule Neural Network.

Omar M. Saad, Yangkang Chen

IEEE Trans. Geosci. Remote. Sens., 2021

Nonlocal Weighted Robust Principal Component Analysis for Seismic Noise Attenuation.

Xingye Liu, Xiaohong Chen, Jingye Li, Yangkang Chen

IEEE Trans. Geosci. Remote. Sens., 2021

Mesoscopic Wave-Induced Fluid Flow Effect Extraction by Using Frequency-Dependent Prestack Waveform Inversion.

Guangtan Huang, Xiaohong Chen, Cong Luo, Yangkang Chen

IEEE Trans. Geosci. Remote. Sens., 2021

Dynamic Characterization of Reservoirs Constrained by Time-Lapse Prestack Seismic Inversion.

Guangtan Huang, Xiaohong Chen, Cong Luo, Yangkang Chen

IEEE Trans. Geosci. Remote. Sens., 2021

Geological Structure-Guided Initial Model Building for Prestack AVO/AVA Inversion.

Guangtan Huang, Xiaohong Chen, Cong Luo, Yangkang Chen

IEEE Trans. Geosci. Remote. Sens., 2021

Time-Lapse Seismic Difference-and-Joint Prestack AVA Inversion.

Guangtan Huang, Xiaohong Chen, Cong Luo, Min Bai, Yangkang Chen

IEEE Trans. Geosci. Remote. Sens., 2021

P-P and Dynamic Time Warped P-SV Wave AVA Joint-Inversion With ℓ_1-2 Regularization.

Guangtan Huang, Xiaohong Chen, Yangkang Chen

IEEE Trans. Geosci. Remote. Sens., 2021

Least-Squares Gaussian Beam Transform for Deblending Distance-Separated Simultaneous Sources.

Min Bai, Yangkang Chen

IEEE Trans. Geosci. Remote. Sens., 2021

Building Complex Seismic Velocity Models for Deep Learning Inversion.

Yuxiao Ren, Lichao Nie, Senlin Yang, Peng Jiang, Yangkang Chen

IEEE Access, 2021

Seismic Data Compression Using Deep Learning.

Emad B. Helal, Omar M. Saad, Ali G. Hafez, Yangkang Chen, Gamal M. Dousoky

IEEE Access, 2021

2020

Incoherent Noise Suppression of Seismic Data Based on Robust Low-Rank Approximation.

Mi Zhang, Yang Liu, Haoran Zhang, Yangkang Chen

IEEE Trans. Geosci. Remote. Sens., 2020

Facies Identification Based on Multikernel Relevance Vector Machine.

Xingye Liu, Xiaohong Chen, Jingye Li, Xu Zhou, Yangkang Chen

IEEE Trans. Geosci. Remote. Sens., 2020

Deep-Learning Inversion of Seismic Data.

Shucai Li, Bin Liu, Yuxiao Ren, Yangkang Chen, Senlin Yang, Yunhai Wang, Peng Jiang

IEEE Trans. Geosci. Remote. Sens., 2020

Fast and Robust Low-Rank Approximation for Five-Dimensional Seismic Data Reconstruction.

Juan Wu, Min Bai, Dong Zhang, Hang Wang, Guangtan Huang, Yangkang Chen

IEEE Access, 2020

Sinusoidal Seismic Noise Suppression Using Randomized Principal Component Analysis.

Hang Wang, Hua Zhang, Yangkang Chen

IEEE Access, 2020

A Physics-Based Neural-Network Way to Perform Seismic Full Waveform Inversion.

Yuxiao Ren, Xinji Xu, Senlin Yang, Lichao Nie, Yangkang Chen

IEEE Access, 2020

2019

Hybrid-Sparsity Constrained Dictionary Learning for Iterative Deblending of Extremely Noisy Simultaneous-Source Data.

Shaohuan Zu, Hui Zhou, Rushan Wu, Weijian Mao, Yangkang Chen

IEEE Trans. Geosci. Remote. Sens., 2019

Iterative Double Laplacian-Scaled Low-Rank Optimization for Under-Sampled and Noisy Signal Recovery.

Qiang Zhao, Qizhen Du, Wenhan Sun, Yangkang Chen

IEEE Trans. Geosci. Remote. Sens., 2019

Attenuating Crosstalk Noise of Simultaneous-Source Least-Squares Reverse Time Migration With GPU-Based Excitation Amplitude Imaging Condition.

Qingchen Zhang, Weijian Mao, Yangkang Chen

IEEE Trans. Geosci. Remote. Sens., 2019

Seismic Noise Attenuation Using Unsupervised Sparse Feature Learning.

Mi Zhang, Yang Liu, Min Bai, Yangkang Chen

IEEE Trans. Geosci. Remote. Sens., 2019

Least-Squares Gaussian Beam Transform for Seismic Noise Attenuation.

Min Bai, Juan Wu, Mi Zhang, Yangkang Chen

IEEE Trans. Geosci. Remote. Sens., 2019

Nonstationary Least-Squares Decomposition With Structural Constraint for Denoising Multi-Channel Seismic Data.

Min Bai, Wei Chen, Yangkang Chen

IEEE Trans. Geosci. Remote. Sens., 2019

Seismic Random Noise Attenuation Using Sparse Low-Rank Estimation of the Signal in the Time-Frequency Domain.

Rasoul Anvari, Amin Roshandel Kahoo, Mokhtar Mohammadi, Nabeel Ali Khan, Yangkang Chen

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Least-squares based rectangular-grid cross and rhombus stencils for acoustic wave propagation and reverse time migration.

Xiaohui Cai, Guoxing Chen, Xiaoping Fan, Yangkang Chen

J. Comput. Phys., 2019

Unsupervised Seismic Random Noise Attenuation Based on Deep Convolutional Neural Network.

Mi Zhang, Yang Liu, Yangkang Chen

IEEE Access, 2019

2018

Signal-Preserving Erratic Noise Attenuation via Iterative Robust Sparsity-Promoting Filter.

Qiang Zhao, Qizhen Du, Xufei Gong, Yangkang Chen

IEEE Trans. Geosci. Remote. Sens., 2018

A Novel Hydrocarbon Detection Approach via High-Resolution Frequency-Dependent AVO Inversion Based on Variational Mode Decomposition.

Wei Liu, Siyuan Cao, Zhaoyu Jin, Zhiming Wang, Yangkang Chen

IEEE Trans. Geosci. Remote. Sens., 2018

A Novel Approach for Seismic Time-Frequency Analysis Based on High-Order Synchrosqueezing Transform.

Wei Liu, Siyuan Cao, Zhiming Wang, Kangkang Jiang, Qingchen Zhang, Yangkang Chen

IEEE Geosci. Remote. Sens. Lett., 2018

Iterative Deblending of Simultaneous-Source Seismic Data With Structuring Median Constraint.

Weilin Huang, Runqiu Wang, Xiangbo Gong, Yangkang Chen

IEEE Geosci. Remote. Sens. Lett., 2018

2017

Double Least-Squares Projections Method for Signal Estimation.

Weilin Huang, Runqiu Wang, Xiaohong Chen, Yangkang Chen

IEEE Trans. Geosci. Remote. Sens., 2017

Modeling Elastic Wave Propagation Using K-Space Operator-Based Temporal High-Order Staggered-Grid Finite-Difference Method.

Han-Ming Chen, Hui Zhou, Qingchen Zhang, Yangkang Chen

IEEE Trans. Geosci. Remote. Sens., 2017

Empirical Low-Rank Approximation for Seismic Noise Attenuation.

Yangkang Chen, Yatong Zhou, Wei Chen, Shaohuan Zu, Weilin Huang, Dong Zhang

IEEE Trans. Geosci. Remote. Sens., 2017

Simultaneous denoising and interpolation of 2D seismic data using data-driven non-negative dictionary learning.

Mohammad Amir Nazari Siahsar, Saman Gholtashi, Vahid Abolghasemi, Yangkang Chen

Signal Process., 2017

Spike-Like Blending Noise Attenuation Using Structural Low-Rank Decomposition.

Yatong Zhou, Chaojun Shi, Hanming Chen, Jianyong Xie, Guoning Wu, Yangkang Chen

IEEE Geosci. Remote. Sens. Lett., 2017

Application of Principal Component Analysis in Weighted Stacking of Seismic Data.

Jianyong Xie, Wei Chen, Dong Zhang, Shaohuan Zu, Yangkang Chen

IEEE Geosci. Remote. Sens. Lett., 2017

Three-Operator Proximal Splitting Scheme for 3-D Seismic Data Reconstruction.

Yufeng Wang, Hui Zhou, Shaohuan Zu, Weijian Mao, Yangkang Chen

IEEE Geosci. Remote. Sens. Lett., 2017

Simultaneous Denoising and Interpolation of 3-D Seismic Data via Damped Data-Driven Optimal Singular Value Shrinkage.

Mohammad Amir Nazari Siahsar, Saman Gholtashi, Ehsan Olyaei Torshizi, Wei Chen, Yangkang Chen

IEEE Geosci. Remote. Sens. Lett., 2017

Spectral Decomposition for Hydrocarbon Detection Based on VMD and Teager-Kaiser Energy.

Wei Liu, Siyuan Cao, Zhiming Wang, Xiangzhan Kong, Yangkang Chen

IEEE Geosci. Remote. Sens. Lett., 2017

Multiple-Reflection Noise Attenuation Using Adaptive Randomized-Order Empirical Mode Decomposition.

Wei Chen, Jianyong Xie, Shaohuan Zu, Shuwei Gan, Yangkang Chen

IEEE Geosci. Remote. Sens. Lett., 2017

2016

Interpolating Big Gaps Using Inversion With Slope Constraint.

Shaohuan Zu, Hui Zhou, Yangkang Chen, Xiao Pan, Shuwei Gan, Dong Zhang

IEEE Geosci. Remote. Sens. Lett., 2016

Simultaneous Sources Separation via an Iterative Rank-Increasing Method.

Yaru Xue, Fanglan Chang, Dong Zhang, Yangkang Chen

IEEE Geosci. Remote. Sens. Lett., 2016

One-Step Slope Estimation for Dealiased Seismic Data Reconstruction via Iterative Seislet Thresholding.

Wei Liu, Siyuan Cao, Shuwei Gan, Yangkang Chen, Shaohuan Zu, Zhaoyu Jin

IEEE Geosci. Remote. Sens. Lett., 2016

Seismic Time-Frequency Analysis via Empirical Wavelet Transform.

Wei Liu, Siyuan Cao, Yangkang Chen

IEEE Geosci. Remote. Sens. Lett., 2016

Simultaneous-Source Separation Using Iterative Seislet-Frame Thresholding.

Shuwei Gan, Shoudong Wang, Yangkang Chen, Xiaohong Chen

IEEE Geosci. Remote. Sens. Lett., 2016

Simultaneously Removing Noise and Increasing Resolution of Seismic Data Using Waveform Shaping.

Yangkang Chen, Zhaoyu Jin

IEEE Geosci. Remote. Sens. Lett., 2016

Separation of simultaneous sources using a structural-oriented median filter in the flattened dimension.

Shuwei Gan, Shoudong Wang, Yangkang Chen, Xiaohong Chen, Kui Xiang

Comput. Geosci., 2016

An open-source Matlab code package for improved rank-reduction 3D seismic data denoising and reconstruction.

Yangkang Chen, Weilin Huang, Dong Zhang, Wei Chen

Comput. Geosci., 2016

2015

Dealiased Seismic Data Interpolation Using Seislet Transform With Low-Frequency Constraint.

Shuwei Gan, Shoudong Wang, Yangkang Chen, Yizhuo Zhang, Zhaoyu Jin

IEEE Geosci. Remote. Sens. Lett., 2015

Ground-Roll Noise Attenuation Using a Simple and Effective Approach Based on Local Band-Limited Orthogonalization.

Yangkang Chen, Shebao Jiao, Jianwei Ma, Han-Ming Chen, Yatong Zhou, Shuwei Gan

IEEE Geosci. Remote. Sens. Lett., 2015

Iterative Deblending With Multiple Constraints Based on Shaping Regularization.

Yangkang Chen

IEEE Geosci. Remote. Sens. Lett., 2015