Yangkang Chen
Orcid: 0000-0001-9843-3995Affiliations:
- Zhejiang University, School of Earth Sciences, Hangzhou, China
- Oak Ridge National Laboratory, TN, USA (2016 - 2018)
- University of Texas at Austin, Jackson School of Geosciences, Austin, TX, USA (PhD 2012)
According to our database1,
Yangkang Chen
authored at least 100 papers
between 2015 and 2024.
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Bibliography
2024
J. Open Source Softw., April, 2024
An advanced median filter for improving the signal-to-noise ratio of seismological datasets.
Comput. Geosci., January, 2024
IEEE Trans. Geosci. Remote. Sens., 2024
Interpretable Unsupervised Learning Framework for Multidimensional Erratic and Random Noise Attenuation.
IEEE Trans. Geosci. Remote. Sens., 2024
Transfer Learning for Seismic Phase Picking With Significantly Higher Precision in Faraway Seismic Stations.
IEEE Trans. Geosci. Remote. Sens., 2024
IEEE Trans. Geosci. Remote. Sens., 2024
IEEE Trans. Geosci. Remote. Sens., 2024
IEEE Trans. Geosci. Remote. Sens., 2024
Joint Reconstruction and Multiple Attenuation Using One-Step Randomized-Order Damped Rank Reduction Method.
IEEE Trans. Geosci. Remote. Sens., 2024
Unsupervised Learning With Waveform Multibranch Attention Mechanism for Erratic Noise Attenuation.
IEEE Trans. Geosci. Remote. Sens., 2024
One-Dimensional Dictionary Learning With Variational Sparse Representation for Single-Channel Seismic Denoising.
IEEE Trans. Geosci. Remote. Sens., 2024
Deep Learning for P-Wave First-Motion Polarity Determination and Its Application in Focal Mechanism Inversion.
IEEE Trans. Geosci. Remote. Sens., 2024
DRRGlobal: Uncovering the weak phases from global seismograms using the damped rank-reduction method.
Comput. Geosci., 2024
2023
DRR: An open-source multi-platform package for the damped rank-reduction method and its applications in seismology.
Comput. Geosci., November, 2023
High-Fidelity Permeability and Porosity Prediction Using Deep Learning With the Self-Attention Mechanism.
IEEE Trans. Neural Networks Learn. Syst., July, 2023
IEEE Trans. Neural Networks Learn. Syst., July, 2023
Deep Nonlocal Regularizer: A Self-Supervised Learning Method for 3-D Seismic Denoising.
IEEE Trans. Geosci. Remote. Sens., 2023
EQCCT: A Production-Ready Earthquake Detection and Phase-Picking Method Using the Compact Convolutional Transformer.
IEEE Trans. Geosci. Remote. Sens., 2023
Frequency-Independent Centroid Frequency Shift Method for Signal Attenuation Estimation.
IEEE Trans. Geosci. Remote. Sens., 2023
RFloc3D: A Machine-Learning Method for 3-D Microseismic Source Location Using P- and S-Wave Arrivals.
IEEE Trans. Geosci. Remote. Sens., 2023
EQConvMixer: A Deep Learning Approach for Earthquake Location From Single-Station Waveforms.
IEEE Geosci. Remote. Sens. Lett., 2023
2022
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
Simultaneous Reconstruction and Denoising of Extremely Sparse 5-D Seismic Data by a Simple and Effective Method.
IEEE Trans. Geosci. Remote. Sens., 2022
An Unsplit CFS-PML Scheme for the Second-Order Wave Equation With Its Application in Fractional Viscoacoustic Simulation.
IEEE Trans. Geosci. Remote. Sens., 2022
Self-Attention Deep Image Prior Network for Unsupervised 3-D Seismic Data Enhancement.
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.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
Mixed Rank-Constrained Model for Simultaneous Denoising and Reconstruction of 5-D Seismic Data.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
A Generalized Seismic Attenuation Compensation Operator Optimized by 2-D Mathematical Morphology Filtering.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
3-D Structural Complexity-Guided Predictive Filtering: A Comparison Between Different Non-Stationary Strategies.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
3-D Seismic Diffraction Separation and Imaging Using the Local Rank-Reduction Method.
IEEE Trans. Geosci. Remote. Sens., 2022
Urban DAS Data Processing and Its Preliminary Application to City Traffic Monitoring.
Sensors, 2022
IEEE Geosci. Remote. Sens. Lett., 2022
Machine Learning for Fast and Reliable Source-Location Estimation in Earthquake Early Warning.
IEEE Geosci. Remote. Sens. Lett., 2022
2021
Deep Learning Seismic Random Noise Attenuation via Improved Residual Convolutional Neural Network.
IEEE Trans. Geosci. Remote. Sens., 2021
IEEE Trans. Geosci. Remote. Sens., 2021
IEEE Trans. Geosci. Remote. Sens., 2021
IEEE Trans. Geosci. Remote. Sens., 2021
Mesoscopic Wave-Induced Fluid Flow Effect Extraction by Using Frequency-Dependent Prestack Waveform Inversion.
IEEE Trans. Geosci. Remote. Sens., 2021
Dynamic Characterization of Reservoirs Constrained by Time-Lapse Prestack Seismic Inversion.
IEEE Trans. Geosci. Remote. Sens., 2021
IEEE Trans. Geosci. Remote. Sens., 2021
IEEE Trans. Geosci. Remote. Sens., 2021
P-P and Dynamic Time Warped P-SV Wave AVA Joint-Inversion With ℓ<sub>1-2</sub> Regularization.
IEEE Trans. Geosci. Remote. Sens., 2021
Least-Squares Gaussian Beam Transform for Deblending Distance-Separated Simultaneous Sources.
IEEE Trans. Geosci. Remote. Sens., 2021
IEEE Access, 2021
2020
IEEE Trans. Geosci. Remote. Sens., 2020
IEEE Trans. Geosci. Remote. Sens., 2020
Fast and Robust Low-Rank Approximation for Five-Dimensional Seismic Data Reconstruction.
IEEE Access, 2020
IEEE Access, 2020
IEEE Access, 2020
2019
Hybrid-Sparsity Constrained Dictionary Learning for Iterative Deblending of Extremely Noisy Simultaneous-Source Data.
IEEE Trans. Geosci. Remote. Sens., 2019
Iterative Double Laplacian-Scaled Low-Rank Optimization for Under-Sampled and Noisy Signal Recovery.
IEEE Trans. Geosci. Remote. Sens., 2019
Attenuating Crosstalk Noise of Simultaneous-Source Least-Squares Reverse Time Migration With GPU-Based Excitation Amplitude Imaging Condition.
IEEE Trans. Geosci. Remote. Sens., 2019
IEEE Trans. Geosci. Remote. Sens., 2019
IEEE Trans. Geosci. Remote. Sens., 2019
Nonstationary Least-Squares Decomposition With Structural Constraint for Denoising Multi-Channel Seismic Data.
IEEE Trans. Geosci. Remote. Sens., 2019
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., 2019
Least-squares based rectangular-grid cross and rhombus stencils for acoustic wave propagation and reverse time migration.
J. Comput. Phys., 2019
Unsupervised Seismic Random Noise Attenuation Based on Deep Convolutional Neural Network.
IEEE Access, 2019
2018
Signal-Preserving Erratic Noise Attenuation via Iterative Robust Sparsity-Promoting Filter.
IEEE Trans. Geosci. Remote. Sens., 2018
A Novel Hydrocarbon Detection Approach via High-Resolution Frequency-Dependent AVO Inversion Based on Variational Mode Decomposition.
IEEE Trans. Geosci. Remote. Sens., 2018
A Novel Approach for Seismic Time-Frequency Analysis Based on High-Order Synchrosqueezing Transform.
IEEE Geosci. Remote. Sens. Lett., 2018
Iterative Deblending of Simultaneous-Source Seismic Data With Structuring Median Constraint.
IEEE Geosci. Remote. Sens. Lett., 2018
2017
IEEE Trans. Geosci. Remote. Sens., 2017
Modeling Elastic Wave Propagation Using K-Space Operator-Based Temporal High-Order Staggered-Grid Finite-Difference Method.
IEEE Trans. Geosci. Remote. Sens., 2017
IEEE Trans. Geosci. Remote. Sens., 2017
Simultaneous denoising and interpolation of 2D seismic data using data-driven non-negative dictionary learning.
Signal Process., 2017
IEEE Geosci. Remote. Sens. Lett., 2017
IEEE Geosci. Remote. Sens. Lett., 2017
IEEE Geosci. Remote. Sens. Lett., 2017
Simultaneous Denoising and Interpolation of 3-D Seismic Data via Damped Data-Driven Optimal Singular Value Shrinkage.
IEEE Geosci. Remote. Sens. Lett., 2017
Spectral Decomposition for Hydrocarbon Detection Based on VMD and Teager-Kaiser Energy.
IEEE Geosci. Remote. Sens. Lett., 2017
Multiple-Reflection Noise Attenuation Using Adaptive Randomized-Order Empirical Mode Decomposition.
IEEE Geosci. Remote. Sens. Lett., 2017
2016
IEEE Geosci. Remote. Sens. Lett., 2016
IEEE Geosci. Remote. Sens. Lett., 2016
One-Step Slope Estimation for Dealiased Seismic Data Reconstruction via Iterative Seislet Thresholding.
IEEE Geosci. Remote. Sens. Lett., 2016
IEEE Geosci. Remote. Sens. Lett., 2016
IEEE Geosci. Remote. Sens. Lett., 2016
Simultaneously Removing Noise and Increasing Resolution of Seismic Data Using Waveform Shaping.
IEEE Geosci. Remote. Sens. Lett., 2016
Separation of simultaneous sources using a structural-oriented median filter in the flattened dimension.
Comput. Geosci., 2016
An open-source Matlab code package for improved rank-reduction 3D seismic data denoising and reconstruction.
Comput. Geosci., 2016
2015
Dealiased Seismic Data Interpolation Using Seislet Transform With Low-Frequency Constraint.
IEEE Geosci. Remote. Sens. Lett., 2015
Ground-Roll Noise Attenuation Using a Simple and Effective Approach Based on Local Band-Limited Orthogonalization.
IEEE Geosci. Remote. Sens. Lett., 2015
IEEE Geosci. Remote. Sens. Lett., 2015