Yangkang Chen

Orcid: 0000-0001-9843-3995

Affiliations:
  • 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.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
stemflow: A Python Package for Adaptive Spatio-Temporal Exploratory Model.
J. Open Source Softw., April, 2024

An advanced median filter for improving the signal-to-noise ratio of seismological datasets.
Comput. Geosci., January, 2024

Salt3DNet: A Self-Supervised Learning Framework for 3-D Salt Segmentation.
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

Deep Learning Peak Ground Acceleration Prediction Using Single-Station Waveforms.
IEEE Trans. Geosci. Remote. Sens., 2024

DAS Vehicle Signal Extraction Using Machine Learning in Urban Traffic Monitoring.
IEEE Trans. Geosci. Remote. Sens., 2024

Warped-Mapping-Based Multigather Joint Prestack Q Estimation.
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

Self-Attention Fully Convolutional DenseNets for Automatic Salt Segmentation.
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
Statistics-Guided Dictionary Learning for Automatic Coherent Noise Suppression.
IEEE Trans. Geosci. Remote. Sens., 2022

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

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

Registration-Free Multicomponent Joint AVA Inversion Using Optimal Transport.
IEEE Trans. Geosci. Remote. Sens., 2022

Deep Classified Autoencoder for Lithofacies Identification.
IEEE Trans. Geosci. Remote. Sens., 2022

High-Order Directional Total Variation for Seismic Noise Attenuation.
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

Accelerated Signal-and-Noise Orthogonalization.
IEEE Trans. Geosci. Remote. Sens., 2022

Directional Total Variation Regularized High-Resolution Prestack AVA Inversion.
IEEE Trans. Geosci. Remote. Sens., 2022

Frequency-Space-Dependent Smoothing Regularized Nonstationary Predictive Filtering.
IEEE Trans. Geosci. Remote. Sens., 2022

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

Attention-Based Fully Convolutional DenseNet for Earthquake Detection.
IEEE Trans. Geosci. Remote. Sens., 2022

Fast High-Resolution Hyperbolic Radon Transform.
IEEE Trans. Geosci. Remote. Sens., 2022

Large Dip Calculation via Robust Nonstationary Plane-Wave Destruction.
IEEE Trans. Geosci. Remote. Sens., 2022

Statistics-Guided Residual Dictionary Learning for Footprint Noise Removal.
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

Discriminating Earthquakes From Quarry Blasts Using Capsule Neural Network.
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

Robust Nonstationary Local Slope Estimation.
IEEE Trans. Geosci. Remote. Sens., 2021

Q-Compensated Denoising of Seismic Data.
IEEE Trans. Geosci. Remote. Sens., 2021

Fast Dictionary Learning for High-Dimensional Seismic Reconstruction.
IEEE Trans. Geosci. Remote. Sens., 2021

Earthquake Detection and P-Wave Arrival Time Picking Using Capsule Neural Network.
IEEE Trans. Geosci. Remote. Sens., 2021

Nonlocal Weighted Robust Principal Component Analysis for Seismic Noise Attenuation.
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

Geological Structure-Guided Initial Model Building for Prestack AVO/AVA Inversion.
IEEE Trans. Geosci. Remote. Sens., 2021

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

Building Complex Seismic Velocity Models for Deep Learning Inversion.
IEEE Access, 2021

Seismic Data Compression Using Deep Learning.
IEEE Access, 2021

2020
Incoherent Noise Suppression of Seismic Data Based on Robust Low-Rank Approximation.
IEEE Trans. Geosci. Remote. Sens., 2020

Facies Identification Based on Multikernel Relevance Vector Machine.
IEEE Trans. Geosci. Remote. Sens., 2020

Deep-Learning Inversion of Seismic Data.
IEEE Trans. Geosci. Remote. Sens., 2020

Fast and Robust Low-Rank Approximation for Five-Dimensional Seismic Data Reconstruction.
IEEE Access, 2020

Sinusoidal Seismic Noise Suppression Using Randomized Principal Component Analysis.
IEEE Access, 2020

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

Seismic Noise Attenuation Using Unsupervised Sparse Feature Learning.
IEEE Trans. Geosci. Remote. Sens., 2019

Least-Squares Gaussian Beam Transform for Seismic Noise Attenuation.
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
Double Least-Squares Projections Method for Signal Estimation.
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

Empirical Low-Rank Approximation for Seismic Noise Attenuation.
IEEE Trans. Geosci. Remote. Sens., 2017

Simultaneous denoising and interpolation of 2D seismic data using data-driven non-negative dictionary learning.
Signal Process., 2017

Spike-Like Blending Noise Attenuation Using Structural Low-Rank Decomposition.
IEEE Geosci. Remote. Sens. Lett., 2017

Application of Principal Component Analysis in Weighted Stacking of Seismic Data.
IEEE Geosci. Remote. Sens. Lett., 2017

Three-Operator Proximal Splitting Scheme for 3-D Seismic Data Reconstruction.
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
Interpolating Big Gaps Using Inversion With Slope Constraint.
IEEE Geosci. Remote. Sens. Lett., 2016

Simultaneous Sources Separation via an Iterative Rank-Increasing Method.
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

Seismic Time-Frequency Analysis via Empirical Wavelet Transform.
IEEE Geosci. Remote. Sens. Lett., 2016

Simultaneous-Source Separation Using Iterative Seislet-Frame Thresholding.
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

Iterative Deblending With Multiple Constraints Based on Shaping Regularization.
IEEE Geosci. Remote. Sens. Lett., 2015


  Loading...