Iterative Deblending With Multiple Constraints Based on Shaping Regularization. - Yangkang Chen (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)

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)

An open-source Matlab code package for improved rank-reduction 3D seismic data denoising and reconstruction. - Yangkang Chen; Weilin Huang; Dong Zhang 005; Wei Chen 031 (Comput. Geosci., 2016)

Separation of simultaneous sources using a structural-oriented median filter in the flattened dimension. - Shuwei Gan; Shoudong Wang; Yangkang Chen; Xiaohong Chen 001; Kui Xiang (Comput. Geosci., 2016)

Simultaneously Removing Noise and Increasing Resolution of Seismic Data Using Waveform Shaping. - Yangkang Chen; Zhaoyu Jin (IEEE Geosci. Remote. Sens. Lett., 2016)

Simultaneous-Source Separation Using Iterative Seislet-Frame Thresholding. - Shuwei Gan; Shoudong Wang; Yangkang Chen; Xiaohong Chen 001 (IEEE Geosci. Remote. Sens. Lett., 2016)

Seismic Time-Frequency Analysis via Empirical Wavelet Transform. - Wei Liu 048; Siyuan Cao; Yangkang Chen (IEEE Geosci. Remote. Sens. Lett., 2016)

One-Step Slope Estimation for Dealiased Seismic Data Reconstruction via Iterative Seislet Thresholding. - Wei Liu 048; Siyuan Cao; Shuwei Gan; Yangkang Chen; Shaohuan Zu; Zhaoyu Jin (IEEE Geosci. Remote. Sens. Lett., 2016)

Simultaneous Sources Separation via an Iterative Rank-Increasing Method. - Yaru Xue; Fanglan Chang; Dong Zhang 005; Yangkang Chen (IEEE Geosci. Remote. Sens. Lett., 2016)

Interpolating Big Gaps Using Inversion With Slope Constraint. - Shaohuan Zu; Hui Zhou 002; Yangkang Chen; Xiao Pan; Shuwei Gan; Dong Zhang 005 (IEEE Geosci. Remote. Sens. Lett., 2016)

Multiple-Reflection Noise Attenuation Using Adaptive Randomized-Order Empirical Mode Decomposition. - Wei Chen 031; Jianyong Xie; Shaohuan Zu; Shuwei Gan; Yangkang Chen (IEEE Geosci. Remote. Sens. Lett., 2017)

Spectral Decomposition for Hydrocarbon Detection Based on VMD and Teager-Kaiser Energy. - Wei Liu 048; Siyuan Cao; Zhiming Wang; Xiangzhan Kong; 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 031; Yangkang Chen (IEEE Geosci. Remote. Sens. Lett., 2017)

Three-Operator Proximal Splitting Scheme for 3-D Seismic Data Reconstruction. - Yufeng Wang 009; Hui Zhou 002; Shaohuan Zu; Weijian Mao; Yangkang Chen (IEEE Geosci. Remote. Sens. Lett., 2017)

Application of Principal Component Analysis in Weighted Stacking of Seismic Data. - Jianyong Xie; Wei Chen 031; Dong Zhang 005; Shaohuan Zu; Yangkang Chen (IEEE Geosci. Remote. Sens. Lett., 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)

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)

Empirical Low-Rank Approximation for Seismic Noise Attenuation. - Yangkang Chen; Yatong Zhou; Wei Chen 031; Shaohuan Zu; Weilin Huang; Dong Zhang 005 (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 002; Qingchen Zhang 002; Yangkang Chen (IEEE Trans. Geosci. Remote. Sens., 2017)

Double Least-Squares Projections Method for Signal Estimation. - Weilin Huang; Runqiu Wang; Xiaohong Chen 001; Yangkang Chen (IEEE Trans. Geosci. Remote. Sens., 2017)

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)

A Novel Approach for Seismic Time-Frequency Analysis Based on High-Order Synchrosqueezing Transform. - Wei Liu 048; Siyuan Cao; Zhiming Wang; Kangkang Jiang; Qingchen Zhang 002; Yangkang Chen (IEEE Geosci. Remote. Sens. Lett., 2018)

A Novel Hydrocarbon Detection Approach via High-Resolution Frequency-Dependent AVO Inversion Based on Variational Mode Decomposition. - Wei Liu 048; Siyuan Cao; Zhaoyu Jin; Zhiming Wang; Yangkang Chen (IEEE Trans. Geosci. Remote. Sens., 2018)

Signal-Preserving Erratic Noise Attenuation via Iterative Robust Sparsity-Promoting Filter. - Qiang Zhao 006; Qizhen Du; Xufei Gong; Yangkang Chen (IEEE Trans. Geosci. Remote. Sens., 2018)

Unsupervised Seismic Random Noise Attenuation Based on Deep Convolutional Neural Network. - Mi Zhang 005; Yang Liu 143; Yangkang Chen (IEEE Access, 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)

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)

Nonstationary Least-Squares Decomposition With Structural Constraint for Denoising Multi-Channel Seismic Data. - Min Bai; Wei Chen 031; Yangkang Chen (IEEE Trans. Geosci. Remote. Sens., 2019)

Least-Squares Gaussian Beam Transform for Seismic Noise Attenuation. - Min Bai; Juan Wu; Mi Zhang 005; Yangkang Chen (IEEE Trans. Geosci. Remote. Sens., 2019)

Seismic Noise Attenuation Using Unsupervised Sparse Feature Learning. - Mi Zhang 005; Yang Liu 143; Min Bai; 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 002; 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 006; Qizhen Du; Wenhan Sun; Yangkang Chen (IEEE Trans. Geosci. Remote. Sens., 2019)

Hybrid-Sparsity Constrained Dictionary Learning for Iterative Deblending of Extremely Noisy Simultaneous-Source Data. - Shaohuan Zu; Hui Zhou 002; Rushan Wu; Weijian Mao; Yangkang Chen (IEEE Trans. Geosci. Remote. Sens., 2019)

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)

Sinusoidal Seismic Noise Suppression Using Randomized Principal Component Analysis. - Hang Wang; Hua Zhang; Yangkang Chen (IEEE Access, 2020)

Fast and Robust Low-Rank Approximation for Five-Dimensional Seismic Data Reconstruction. - Juan Wu; Min Bai; Dong Zhang 005; Hang Wang; Guangtan Huang; Yangkang Chen (IEEE Access, 2020)

Deep-Learning Inversion of Seismic Data. - Shucai Li; Bin Liu 047; Yuxiao Ren; Yangkang Chen; Senlin Yang; Yunhai Wang; Peng Jiang 002 (IEEE Trans. Geosci. Remote. Sens., 2020)

Facies Identification Based on Multikernel Relevance Vector Machine. - Xingye Liu; Xiaohong Chen 003; Jingye Li; Xu Zhou; Yangkang Chen (IEEE Trans. Geosci. Remote. Sens., 2020)

Incoherent Noise Suppression of Seismic Data Based on Robust Low-Rank Approximation. - Mi Zhang 005; Yang Liu 143; Haoran Zhang; Yangkang Chen (IEEE Trans. Geosci. Remote. Sens., 2020)

Seismic Data Compression Using Deep Learning. - Emad B. Helal; Omar M. Saad; Ali G. Hafez; Yangkang Chen; Gamal M. Dousoky (IEEE Access, 2021)

Building Complex Seismic Velocity Models for Deep Learning Inversion. - Yuxiao Ren; Lichao Nie; Senlin Yang; Peng Jiang 002; Yangkang Chen (IEEE Access, 2021)

Least-Squares Gaussian Beam Transform for Deblending Distance-Separated Simultaneous Sources. - Min Bai; Yangkang Chen (IEEE Trans. Geosci. Remote. Sens., 2021)

P-P and Dynamic Time Warped P-SV Wave AVA Joint-Inversion With ℓ1-2 Regularization. - Guangtan Huang; Xiaohong Chen 003; Yangkang Chen (IEEE Trans. Geosci. Remote. Sens., 2021)

Time-Lapse Seismic Difference-and-Joint Prestack AVA Inversion. - Guangtan Huang; Xiaohong Chen 003; Cong Luo; Min Bai; Yangkang Chen (IEEE Trans. Geosci. Remote. Sens., 2021)

Geological Structure-Guided Initial Model Building for Prestack AVO/AVA Inversion. - Guangtan Huang; Xiaohong Chen 003; 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 003; Cong Luo; 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 003; Cong Luo; Yangkang Chen (IEEE Trans. Geosci. Remote. Sens., 2021)

Nonlocal Weighted Robust Principal Component Analysis for Seismic Noise Attenuation. - Xingye Liu; Xiaohong Chen 003; Jingye Li; 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)

Fast Dictionary Learning for High-Dimensional Seismic Reconstruction. - Hang Wang; Wei Chen 031; Quan Zhang; Xingye Liu; Shaohuan Zu; Yangkang Chen (IEEE Trans. Geosci. Remote. Sens., 2021)

Q-Compensated Denoising of Seismic Data. - Hang Wang; Guangtan Huang; Wei Chen 031; 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)

Deep Learning Seismic Random Noise Attenuation via Improved Residual Convolutional Neural Network. - Liuqing Yang; Wei Chen 031; Hang Wang; Yangkang Chen (IEEE Trans. Geosci. Remote. Sens., 2021)

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)

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)

Urban DAS Data Processing and Its Preliminary Application to City Traffic Monitoring. - Hang Wang; Yunfeng Chen; Rui Min; Yangkang Chen (Sensors, 2022)

3-D Seismic Diffraction Separation and Imaging Using the Local Rank-Reduction Method. - Wei Chen 031; Xingye Liu; Omar M. Saad; Yapo Abolé Serge Innocent Oboué; Liuqing Yang; Hang Wang; Yangkang Chen (IEEE Trans. Geosci. Remote. Sens., 2022)

Statistics-Guided Residual Dictionary Learning for Footprint Noise Removal. - Wei Chen 031; Omar M. Saad; Hang Wang; Yangkang Chen (IEEE Trans. Geosci. Remote. Sens., 2022)

Large Dip Calculation via Robust Nonstationary Plane-Wave Destruction. - Wei Chen 031; Liuqing Yang; Xingye Liu; Hang Wang; Yangkang Chen (IEEE Trans. Geosci. Remote. Sens., 2022)

Fast High-Resolution Hyperbolic Radon Transform. - Wei Chen 031; Liuqing Yang; Hang Wang; 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)

3-D Structural Complexity-Guided Predictive Filtering: A Comparison Between Different Non-Stationary Strategies. - Chao Fu; Zhifei Gong; Lei Chen 090; Senlin Yang; Lingli Zhang; 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)

Frequency-Space-Dependent Smoothing Regularized Nonstationary Predictive Filtering. - Guangtan Huang; Min Bai; Hang Wang; Xingye Liu; Yangkang Chen (IEEE Trans. Geosci. Remote. Sens., 2022)

Directional Total Variation Regularized High-Resolution Prestack AVA Inversion. - Guangtan Huang; Xiaohong Chen 003; Shan Qu; Min Bai; Yangkang Chen (IEEE Trans. Geosci. Remote. Sens., 2022)

Accelerated Signal-and-Noise Orthogonalization. - Guangtan Huang; Dong Zhang 005; Wei Chen 031; Yangkang Chen (IEEE Trans. Geosci. Remote. Sens., 2022)

A Generalized Seismic Attenuation Compensation Operator Optimized by 2-D Mathematical Morphology Filtering. - Huijian Li; Stewart A. Greenhalgh; Bo Liu 041; Xu Liu 027; Qi Hao; 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 003; 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 003; Yangkang Chen (IEEE Trans. Geosci. Remote. Sens., 2022)

Registration-Free Multicomponent Joint AVA Inversion Using Optimal Transport. - Cong Luo; Guangtan Huang; Xiaohong Chen 003; 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)

CapsPhase: Capsule Neural Network for Seismic Phase Classification and Picking. - Omar M. Saad; 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 031; Fangxue Zhang; 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)

An Unsplit CFS-PML Scheme for the Second-Order Wave Equation With Its Application in Fractional Viscoacoustic Simulation. - Yufeng Wang 009; Min Bai; Liuqing Yang; Xuebin Zhao; Omar M. Saad; 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)

Unsupervised 3-D Random Noise Attenuation Using Deep Skip Autoencoder. - Liuqing Yang; Shoudong Wang; Xiaohong Chen 003; Omar M. Saad; Wei Chen 031; Yapo Abolé Serge Innocent Oboué; Yangkang Chen (IEEE Trans. Geosci. Remote. Sens., 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)

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)

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)

Frequency-Independent Centroid Frequency Shift Method for Signal Attenuation Estimation. - Huijian Li; Bo Liu 041; Xu Liu 027; Abdullatif A. Al-Shuhail; Sherif M. Hanafy; 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)

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)

Self-Attention Fully Convolutional DenseNets for Automatic Salt Segmentation. - Omar M. Saad; Wei Chen 031; Fangxue Zhang; Liuqing Yang; Xu Zhou; Yangkang Chen (IEEE Trans. Neural Networks Learn. Syst., 2023)

High-Fidelity Permeability and Porosity Prediction Using Deep Learning With the Self-Attention Mechanism. - Liuqing Yang; Shoudong Wang; Xiaohong Chen 003; Wei Chen 031; Omar M. Saad; Xu Zhou; Nam Pham; Zhicheng Geng; Sergey Fomel; Yangkang Chen (IEEE Trans. Neural Networks Learn. Syst., 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., 2023)

DRRGlobal: Uncovering the weak phases from global seismograms using the damped rank-reduction method. - Wei Chen 031; Yangkang Chen (Comput. Geosci., 2024)

Deep Learning for P-Wave First-Motion Polarity Determination and Its Application in Focal Mechanism Inversion. - Yangkang Chen; Omar M. Saad; Alexandros Savvaidis; Fangxue Zhang; Yunfeng Chen; Dino Huang; Huijian Li; Farzaneh Aziz Zanjani (IEEE Trans. Geosci. Remote. Sens., 2024)

One-Dimensional Dictionary Learning With Variational Sparse Representation for Single-Channel Seismic Denoising. - Yang Cui; Min Bai; Zixiang Zhou; Yangkang Chen (IEEE Trans. Geosci. Remote. Sens., 2024)

Unsupervised Learning With Waveform Multibranch Attention Mechanism for Erratic Noise Attenuation. - Chao Fu; Yupeng Huo; Guodong Li; Yangkang Chen (IEEE Trans. Geosci. Remote. Sens., 2024)

Joint Reconstruction and Multiple Attenuation Using One-Step Randomized-Order Damped Rank Reduction Method. - Chao Li 016; Guochang Liu; Xiaohong Chen 003; Zhichao Li; Sergey Fomel; Yangkang Chen (IEEE Trans. Geosci. Remote. Sens., 2024)

Warped-Mapping-Based Multigather Joint Prestack Q Estimation. - Chao Li 016; Guochang Liu; Xiaohong Chen 003; Zhiyong Wang 008; Sergey Fomel; 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)

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)

Transfer Learning for Seismic Phase Picking With Significantly Higher Precision in Faraway Seismic Stations. - Omar M. Saad; Alexandros Savvaidis; Yangkang Chen (IEEE Trans. Geosci. Remote. Sens., 2024)

Interpretable Unsupervised Learning Framework for Multidimensional Erratic and Random Noise Attenuation. - Liuqing Yang; Sergey Fomel; Shoudong Wang; Xiaohong Chen 003; Yaoguang Sun; Yangkang Chen (IEEE Trans. Geosci. Remote. Sens., 2024)

Salt3DNet: A Self-Supervised Learning Framework for 3-D Salt Segmentation. - Liuqing Yang; Sergey Fomel; Shoudong Wang; Xiaohong Chen 003; Omar M. Saad; Yangkang Chen (IEEE Trans. Geosci. Remote. Sens., 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., 2024)

stemflow: A Python Package for Adaptive Spatio-Temporal Exploratory Model. - Yangkang Chen; Zhongru Gu; Xiangjiang Zhan (J. Open Source Softw., 2024)

Least-Squares Migration Imaging of Receiver Functions. - Yunfeng Chen; Yu Jeffrey Gu; Pengfei Zuo; Quan Zhang; Hang Wang; Yangkang Chen (IEEE Trans. Geosci. Remote. Sens., 2025)

Deep Learning for Seismic Data Compression in Distributed Acoustic Sensing. - Yangkang Chen; Omar M. Saad; Yunfeng Chen; Alexandros Savvaidis (IEEE Trans. Geosci. Remote. Sens., 2025)

Unsupervised Deep Learning for DAS-VSP Denoising Using Attention-Based Deep Image Prior. - Yang Cui; Umair bin Waheed; Yangkang Chen (IEEE Trans. Geosci. Remote. Sens., 2025)

Efficient Unsupervised Deep Learning for Simultaneous Seismic Noise Attenuation and Interpolation. - Anyu Li; Wei Chen 031; Xian Wei; Hua Zhang; Hang Wang; Yangkang Chen (IEEE Trans. Geosci. Remote. Sens., 2025)

Simultaneous Off-the-Grid Deblending and Data Reconstruction via Unsupervised Deep Learning. - Chao Li 016; Guochang Liu; Zhiyong Wang 008; Zhichao Li; Sergey Fomel; Yangkang Chen (IEEE Trans. Geosci. Remote. Sens., 2025)

Robust Bidirectional Q-Compensated Denoising for Seismic Data With Adaptive Structural Regularization. - Chao Li 016; Guochang Liu; Liuqing Yang; Sergey Fomel; Yangkang Chen (IEEE Trans. Geosci. Remote. Sens., 2025)

Subsurface Natural Fracture Identification Using an Integrated Ensemble Learning Method. - Guoqing Lu; Lianbo Zeng; Guoping Liu; Xiaoxuan Chen; Mehdi Ostadhassan; Xiaoyu Du; Yangkang Chen (IEEE Trans. Geosci. Remote. Sens., 2025)

Closed-Loop Bayesian Generative Adversarial Network for Probabilistic Acoustic Impedance Inversion. - Zixu Wang; Shoudong Wang; Zhichao Li; Zhiyong Wang 008; Chen Zhou; Yangkang Chen (IEEE Trans. Geosci. Remote. Sens., 2025)