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Yangkang Chen
Person information
- affiliation: Zhejiang University, School of Earth Sciences, Hangzhou, China
- affiliation (2016 - 2018): Oak Ridge National Laboratory, TN, USA
- affiliation (PhD 2012): University of Texas at Austin, Jackson School of Geosciences, Austin, TX, USA
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2020 – today
- 2024
- [j100]Yapo Abolé Serge Innocent Oboué
, Yunfeng Chen
An advanced median filter for improving the signal-to-noise ratio of seismological datasets. Comput. Geosci. 182: 105464 (2024) - [j99]Wei Chen
DRRGlobal: Uncovering the weak phases from global seismograms using the damped rank-reduction method. Comput. Geosci. 192: 105687 (2024) - [j98]Yangkang Chen
stemflow: A Python Package for Adaptive Spatio-Temporal Exploratory Model. J. Open Source Softw. 9(96): 6158 (2024) - [j97]Yangkang Chen
Deep Learning for P-Wave First-Motion Polarity Determination and Its Application in Focal Mechanism Inversion. IEEE Trans. Geosci. Remote. Sens. 62: 1-11 (2024) - [j96]Yang Cui
One-Dimensional Dictionary Learning With Variational Sparse Representation for Single-Channel Seismic Denoising. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j95]Chao Fu, Yupeng Huo, Guodong Li, Yangkang Chen:
Unsupervised Learning With Waveform Multibranch Attention Mechanism for Erratic Noise Attenuation. IEEE Trans. Geosci. Remote. Sens. 62: 1-11 (2024) - [j94]Chao Li, Guochang Liu, Xiaohong Chen, Zhichao Li, Sergey Fomel, Yangkang Chen:
Joint Reconstruction and Multiple Attenuation Using One-Step Randomized-Order Damped Rank Reduction Method. IEEE Trans. Geosci. Remote. Sens. 62: 1-11 (2024) - [j93]Chao Li
Warped-Mapping-Based Multigather Joint Prestack Q Estimation. IEEE Trans. Geosci. Remote. Sens. 62: 1-9 (2024) - [j92]Rui Min, Yunfeng Chen
DAS Vehicle Signal Extraction Using Machine Learning in Urban Traffic Monitoring. IEEE Trans. Geosci. Remote. Sens. 62: 1-10 (2024) - [j91]Omar M. Saad
Deep Learning Peak Ground Acceleration Prediction Using Single-Station Waveforms. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j90]Omar M. Saad
Transfer Learning for Seismic Phase Picking With Significantly Higher Precision in Faraway Seismic Stations. IEEE Trans. Geosci. Remote. Sens. 62: 1-12 (2024) - [j89]Liuqing Yang
Interpretable Unsupervised Learning Framework for Multidimensional Erratic and Random Noise Attenuation. IEEE Trans. Geosci. Remote. Sens. 62: 1-20 (2024) - [j88]Liuqing Yang
Salt3DNet: A Self-Supervised Learning Framework for 3-D Salt Segmentation. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - 2023
- [j87]Yangkang Chen
DRR: An open-source multi-platform package for the damped rank-reduction method and its applications in seismology. Comput. Geosci. 180: 105440 (2023) - [j86]Hagar S. Elsayed, Omar M. Saad
EQConvMixer: A Deep Learning Approach for Earthquake Location From Single-Station Waveforms. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j85]Yangkang Chen
RFloc3D: A Machine-Learning Method for 3-D Microseismic Source Location Using P- and S-Wave Arrivals. IEEE Trans. Geosci. Remote. Sens. 61: 1-10 (2023) - [j84]Huijian Li
Frequency-Independent Centroid Frequency Shift Method for Signal Attenuation Estimation. IEEE Trans. Geosci. Remote. Sens. 61: 1-12 (2023) - [j83]Omar M. Saad
EQCCT: A Production-Ready Earthquake Detection and Phase-Picking Method Using the Compact Convolutional Transformer. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j82]Zitai Xu, Yisi Luo
Deep Nonlocal Regularizer: A Self-Supervised Learning Method for 3-D Seismic Denoising. IEEE Trans. Geosci. Remote. Sens. 61: 1-17 (2023) - [j81]Omar M. Saad
Self-Attention Fully Convolutional DenseNets for Automatic Salt Segmentation. IEEE Trans. Neural Networks Learn. Syst. 34(7): 3415-3428 (2023) - [j80]Liuqing Yang
High-Fidelity Permeability and Porosity Prediction Using Deep Learning With the Self-Attention Mechanism. IEEE Trans. Neural Networks Learn. Syst. 34(7): 3429-3443 (2023) - 2022
- [j79]Omar M. Saad
Machine Learning for Fast and Reliable Source-Location Estimation in Earthquake Early Warning. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j78]Omar M. Saad
Discriminating Earthquakes From Quarry Blasts Using Capsule Neural Network. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j77]Hang Wang, Yunfeng Chen, Rui Min, Yangkang Chen
Urban DAS Data Processing and Its Preliminary Application to City Traffic Monitoring. Sensors 22(24): 9976 (2022) - [j76]Wei Chen
3-D Seismic Diffraction Separation and Imaging Using the Local Rank-Reduction Method. IEEE Trans. Geosci. Remote. Sens. 60: 1-10 (2022) - [j75]Wei Chen
Statistics-Guided Residual Dictionary Learning for Footprint Noise Removal. IEEE Trans. Geosci. Remote. Sens. 60: 1-11 (2022) - [j74]Wei Chen
Large Dip Calculation via Robust Nonstationary Plane-Wave Destruction. IEEE Trans. Geosci. Remote. Sens. 60: 1-10 (2022) - [j73]Wei Chen
Fast High-Resolution Hyperbolic Radon Transform. IEEE Trans. Geosci. Remote. Sens. 60: 1-10 (2022) - [j72]Hagar S. Elsayed, Omar M. Saad
Attention-Based Fully Convolutional DenseNet for Earthquake Detection. IEEE Trans. Geosci. Remote. Sens. 60: 1-10 (2022) - [j71]Chao Fu
3-D Structural Complexity-Guided Predictive Filtering: A Comparison Between Different Non-Stationary Strategies. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j70]Zhicheng Geng
LOUD: Local Orthogonalization-Constrained Unsupervised Deep-Learning Denoiser. IEEE Trans. Geosci. Remote. Sens. 60: 1-12 (2022) - [j69]Guangtan Huang
Frequency-Space-Dependent Smoothing Regularized Nonstationary Predictive Filtering. IEEE Trans. Geosci. Remote. Sens. 60: 1-9 (2022) - [j68]Guangtan Huang
Directional Total Variation Regularized High-Resolution Prestack AVA Inversion. IEEE Trans. Geosci. Remote. Sens. 60: 1-11 (2022) - [j67]Guangtan Huang
Accelerated Signal-and-Noise Orthogonalization. IEEE Trans. Geosci. Remote. Sens. 60: 1-9 (2022) - [j66]Huijian Li
A Generalized Seismic Attenuation Compensation Operator Optimized by 2-D Mathematical Morphology Filtering. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j65]Xingye Liu
High-Order Directional Total Variation for Seismic Noise Attenuation. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j64]Xingye Liu
Deep Classified Autoencoder for Lithofacies Identification. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j63]Cong Luo
Registration-Free Multicomponent Joint AVA Inversion Using Optimal Transport. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j62]Yapo Abolé Serge Innocent Oboué
Mixed Rank-Constrained Model for Simultaneous Denoising and Reconstruction of 5-D Seismic Data. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j61]Omar M. Saad
CapsPhase: Capsule Neural Network for Seismic Phase Classification and Picking. IEEE Trans. Geosci. Remote. Sens. 60: 1-11 (2022) - [j60]Omar M. Saad
Unsupervised Deep Learning for Single-Channel Earthquake Data Denoising and Its Applications in Event Detection and Fully Automatic Location. IEEE Trans. Geosci. Remote. Sens. 60: 1-10 (2022) - [j59]Omar M. Saad
Self-Attention Deep Image Prior Network for Unsupervised 3-D Seismic Data Enhancement. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j58]Yufeng Wang
An Unsplit CFS-PML Scheme for the Second-Order Wave Equation With Its Application in Fractional Viscoacoustic Simulation. IEEE Trans. Geosci. Remote. Sens. 60: 1-11 (2022) - [j57]Hang Wang
Simultaneous Reconstruction and Denoising of Extremely Sparse 5-D Seismic Data by a Simple and Effective Method. IEEE Trans. Geosci. Remote. Sens. 60: 1-12 (2022) - [j56]Liuqing Yang
Unsupervised 3-D Random Noise Attenuation Using Deep Skip Autoencoder. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j55]Yatong Zhou
Statistics-Guided Dictionary Learning for Automatic Coherent Noise Suppression. IEEE Trans. Geosci. Remote. Sens. 60: 1-17 (2022) - 2021
- [j54]Emad B. Helal
Seismic Data Compression Using Deep Learning. IEEE Access 9: 58161-58169 (2021) - [j53]Yuxiao Ren
Building Complex Seismic Velocity Models for Deep Learning Inversion. IEEE Access 9: 63767-63778 (2021) - [j52]Xingye Liu
Nonlocal Weighted Robust Principal Component Analysis for Seismic Noise Attenuation. IEEE Trans. Geosci. Remote. Sens. 59(2): 1745-1756 (2021) - [j51]Guangtan Huang
Geological Structure-Guided Initial Model Building for Prestack AVO/AVA Inversion. IEEE Trans. Geosci. Remote. Sens. 59(2): 1784-1793 (2021) - [j50]Hang Wang, Guangtan Huang
Q-Compensated Denoising of Seismic Data. IEEE Trans. Geosci. Remote. Sens. 59(4): 3580-3587 (2021) - [j49]Min Bai
Least-Squares Gaussian Beam Transform for Deblending Distance-Separated Simultaneous Sources. IEEE Trans. Geosci. Remote. Sens. 59(6): 5280-5292 (2021) - [j48]Guangtan Huang
P-P and Dynamic Time Warped P-SV Wave AVA Joint-Inversion With ℓ1-2 Regularization. IEEE Trans. Geosci. Remote. Sens. 59(7): 5535-5548 (2021) - [j47]Guangtan Huang
Dynamic Characterization of Reservoirs Constrained by Time-Lapse Prestack Seismic Inversion. IEEE Trans. Geosci. Remote. Sens. 59(7): 5549-5562 (2021) - [j46]Hang Wang
Robust Nonstationary Local Slope Estimation. IEEE Trans. Geosci. Remote. Sens. 59(7): 6225-6233 (2021) - [j45]Omar M. Saad
Earthquake Detection and P-Wave Arrival Time Picking Using Capsule Neural Network. IEEE Trans. Geosci. Remote. Sens. 59(7): 6234-6243 (2021) - [j44]Guangtan Huang
Mesoscopic Wave-Induced Fluid Flow Effect Extraction by Using Frequency-Dependent Prestack Waveform Inversion. IEEE Trans. Geosci. Remote. Sens. 59(8): 6510-6524 (2021) - [j43]Hang Wang
Fast Dictionary Learning for High-Dimensional Seismic Reconstruction. IEEE Trans. Geosci. Remote. Sens. 59(8): 7098-7108 (2021) - [j42]Liuqing Yang
Deep Learning Seismic Random Noise Attenuation via Improved Residual Convolutional Neural Network. IEEE Trans. Geosci. Remote. Sens. 59(9): 7968-7981 (2021) - [j41]Guangtan Huang
Time-Lapse Seismic Difference-and-Joint Prestack AVA Inversion. IEEE Trans. Geosci. Remote. Sens. 59(11): 9132-9143 (2021) - 2020
- [j40]Yuxiao Ren
A Physics-Based Neural-Network Way to Perform Seismic Full Waveform Inversion. IEEE Access 8: 112266-112277 (2020) - [j39]Hang Wang
Sinusoidal Seismic Noise Suppression Using Randomized Principal Component Analysis. IEEE Access 8: 152131-152145 (2020) - [j38]Juan Wu, Min Bai
Fast and Robust Low-Rank Approximation for Five-Dimensional Seismic Data Reconstruction. IEEE Access 8: 175501-175512 (2020) - [j37]Shucai Li, Bin Liu
Deep-Learning Inversion of Seismic Data. IEEE Trans. Geosci. Remote. Sens. 58(3): 2135-2149 (2020) - [j36]Xingye Liu
Facies Identification Based on Multikernel Relevance Vector Machine. IEEE Trans. Geosci. Remote. Sens. 58(10): 7269-7282 (2020) - [j35]Mi Zhang
Incoherent Noise Suppression of Seismic Data Based on Robust Low-Rank Approximation. IEEE Trans. Geosci. Remote. Sens. 58(12): 8874-8887 (2020)
2010 – 2019
- 2019
- [j34]Mi Zhang
Unsupervised Seismic Random Noise Attenuation Based on Deep Convolutional Neural Network. IEEE Access 7: 179810-179822 (2019) - [j33]Xiaohui Cai, Guoxing Chen, Xiaoping Fan, Yangkang Chen:
Least-squares based rectangular-grid cross and rhombus stencils for acoustic wave propagation and reverse time migration. J. Comput. Phys. 392: 335-353 (2019) - [j32]Rasoul Anvari
Seismic Random Noise Attenuation Using Sparse Low-Rank Estimation of the Signal in the Time-Frequency Domain. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(5): 1612-1618 (2019) - [j31]Qingchen Zhang
Attenuating Crosstalk Noise of Simultaneous-Source Least-Squares Reverse Time Migration With GPU-Based Excitation Amplitude Imaging Condition. IEEE Trans. Geosci. Remote. Sens. 57(1): 587-597 (2019) - [j30]Shaohuan Zu
Hybrid-Sparsity Constrained Dictionary Learning for Iterative Deblending of Extremely Noisy Simultaneous-Source Data. IEEE Trans. Geosci. Remote. Sens. 57(4): 2249-2262 (2019) - [j29]Min Bai
Least-Squares Gaussian Beam Transform for Seismic Noise Attenuation. IEEE Trans. Geosci. Remote. Sens. 57(11): 8685-8694 (2019) - [j28]Qiang Zhao
Iterative Double Laplacian-Scaled Low-Rank Optimization for Under-Sampled and Noisy Signal Recovery. IEEE Trans. Geosci. Remote. Sens. 57(11): 9177-9187 (2019) - [j27]Mi Zhang
Seismic Noise Attenuation Using Unsupervised Sparse Feature Learning. IEEE Trans. Geosci. Remote. Sens. 57(12): 9709-9723 (2019) - [j26]Min Bai
Nonstationary Least-Squares Decomposition With Structural Constraint for Denoising Multi-Channel Seismic Data. IEEE Trans. Geosci. Remote. Sens. 57(12): 10437-10446 (2019) - [i1]Shucai Li, Bin Liu, Yuxiao Ren, Yangkang Chen, Senlin Yang, Yunhai Wang, Peng Jiang:
Deep learning Inversion of Seismic Data. CoRR abs/1901.07733 (2019) - 2018
- [j25]Weilin Huang
Iterative Deblending of Simultaneous-Source Seismic Data With Structuring Median Constraint. IEEE Geosci. Remote. Sens. Lett. 15(1): 58-62 (2018) - [j24]Wei Liu
A Novel Approach for Seismic Time-Frequency Analysis Based on High-Order Synchrosqueezing Transform. IEEE Geosci. Remote. Sens. Lett. 15(8): 1159-1163 (2018) - [j23]Wei Liu
A Novel Hydrocarbon Detection Approach via High-Resolution Frequency-Dependent AVO Inversion Based on Variational Mode Decomposition. IEEE Trans. Geosci. Remote. Sens. 56(4): 2007-2024 (2018) - [j22]Qiang Zhao
Signal-Preserving Erratic Noise Attenuation via Iterative Robust Sparsity-Promoting Filter. IEEE Trans. Geosci. Remote. Sens. 56(6): 3547-3560 (2018) - 2017
- [j21]Wei Chen, Jianyong Xie, Shaohuan Zu, Shuwei Gan, Yangkang Chen
Multiple-Reflection Noise Attenuation Using Adaptive Randomized-Order Empirical Mode Decomposition. IEEE Geosci. Remote. Sens. Lett. 14(1): 18-22 (2017) - [j20]Wei Liu
Spectral Decomposition for Hydrocarbon Detection Based on VMD and Teager-Kaiser Energy. IEEE Geosci. Remote. Sens. Lett. 14(4): 539-543 (2017) - [j19]Mohammad Amir Nazari Siahsar
Simultaneous Denoising and Interpolation of 3-D Seismic Data via Damped Data-Driven Optimal Singular Value Shrinkage. IEEE Geosci. Remote. Sens. Lett. 14(7): 1086-1090 (2017) - [j18]Jianyong Xie, Wei Chen
Application of Principal Component Analysis in Weighted Stacking of Seismic Data. IEEE Geosci. Remote. Sens. Lett. 14(8): 1213-1217 (2017) - [j17]Yatong Zhou
Spike-Like Blending Noise Attenuation Using Structural Low-Rank Decomposition. IEEE Geosci. Remote. Sens. Lett. 14(9): 1633-1637 (2017) - [j16]Yufeng Wang
Three-Operator Proximal Splitting Scheme for 3-D Seismic Data Reconstruction. IEEE Geosci. Remote. Sens. Lett. 14(10): 1830-1834 (2017) - [j15]Mohammad Amir Nazari Siahsar
Simultaneous denoising and interpolation of 2D seismic data using data-driven non-negative dictionary learning. Signal Process. 141: 309-321 (2017) - [j14]Han-Ming Chen, Hui Zhou
Modeling Elastic Wave Propagation Using K-Space Operator-Based Temporal High-Order Staggered-Grid Finite-Difference Method. IEEE Trans. Geosci. Remote. Sens. 55(2): 801-815 (2017) - [j13]Weilin Huang, Runqiu Wang, Xiaohong Chen, Yangkang Chen
Double Least-Squares Projections Method for Signal Estimation. IEEE Trans. Geosci. Remote. Sens. 55(7): 4111-4129 (2017) - [j12]Yangkang Chen
Empirical Low-Rank Approximation for Seismic Noise Attenuation. IEEE Trans. Geosci. Remote. Sens. 55(8): 4696-4711 (2017) - 2016
- [j11]Shuwei Gan, Shoudong Wang, Yangkang Chen, Xiaohong Chen, Kui Xiang:
Separation of simultaneous sources using a structural-oriented median filter in the flattened dimension. Comput. Geosci. 86: 46-54 (2016) - [j10]Yangkang Chen, Weilin Huang, Dong Zhang, Wei Chen:
An open-source Matlab code package for improved rank-reduction 3D seismic data denoising and reconstruction. Comput. Geosci. 95: 59-66 (2016) - [j9]Wei Liu
Seismic Time-Frequency Analysis via Empirical Wavelet Transform. IEEE Geosci. Remote. Sens. Lett. 13(1): 28-32 (2016) - [j8]Yangkang Chen, Zhaoyu Jin:
Simultaneously Removing Noise and Increasing Resolution of Seismic Data Using Waveform Shaping. IEEE Geosci. Remote. Sens. Lett. 13(1): 102-104 (2016) - [j7]Shuwei Gan, Shoudong Wang, Yangkang Chen, Xiaohong Chen:
Simultaneous-Source Separation Using Iterative Seislet-Frame Thresholding. IEEE Geosci. Remote. Sens. Lett. 13(2): 197-201 (2016) - [j6]Shaohuan Zu, Hui Zhou, Yangkang Chen, Xiao Pan
Interpolating Big Gaps Using Inversion With Slope Constraint. IEEE Geosci. Remote. Sens. Lett. 13(9): 1369-1373 (2016) - [j5]Wei Liu, Siyuan Cao, Shuwei Gan, Yangkang Chen, Shaohuan Zu, Zhaoyu Jin:
One-Step Slope Estimation for Dealiased Seismic Data Reconstruction via Iterative Seislet Thresholding. IEEE Geosci. Remote. Sens. Lett. 13(10): 1462-1466 (2016) - [j4]Yaru Xue
Simultaneous Sources Separation via an Iterative Rank-Increasing Method. IEEE Geosci. Remote. Sens. Lett. 13(12): 1915-1919 (2016) - 2015
- [j3]Shuwei Gan, Shoudong Wang, Yangkang Chen, Yizhuo Zhang, Zhaoyu Jin:
Dealiased Seismic Data Interpolation Using Seislet Transform With Low-Frequency Constraint. IEEE Geosci. Remote. Sens. Lett. 12(10): 2150-2154 (2015) - [j2]Yangkang Chen:
Iterative Deblending With Multiple Constraints Based on Shaping Regularization. IEEE Geosci. Remote. Sens. Lett. 12(11): 2247-2251 (2015) - [j1]Yangkang Chen, Shebao Jiao, Jianwei Ma, Han-Ming Chen, Yatong Zhou, Shuwei Gan:
Ground-Roll Noise Attenuation Using a Simple and Effective Approach Based on Local Band-Limited Orthogonalization. IEEE Geosci. Remote. Sens. Lett. 12(11): 2316-2320 (2015)
Coauthor Index
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