List of works - Yangkang Chen

3D Microseismic Monitoring Using Machine Learning

scientific article published in March 2022

3D true-amplitude elastic wave-vector decomposition in heterogeneous anisotropic media

5D dealiased seismic data interpolation using nonstationary prediction-error filter

scientific article published on 18 August 2021

A MATLAB code package for 2D/3D local slope estimation and structural filtering

scientific article published on 3 March 2022

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

scientific article published in 2020

A fully unsupervised and highly generalized deep learning approach for random noise suppression

scientific article published on 26 February 2021

A high-resolution weighted AB semblance for dealing with amplitude-variation-with-offset phenomenon

scholarly article

A matrix-transform numerical solver for fractional Laplacian viscoacoustic wave equation

scientific article published on 19 June 2019

Accelerated Signal-and-Noise Orthogonalization

Adaptive frequency-domain nonlocal means for seismic random noise attenuation

scientific article

Adaptive stabilization for Q -compensated reverse time migration

scientific article published in January 2018

An efficient and effective common reflection surface stacking approach using local similarity and plane-wave flattening

scientific article published in June 2015

An explicit stabilization scheme for Q -compensated reverse time migration

scientific article published on 18 April 2022

Automatic Waveform Classification and Arrival Picking Based on Convolutional Neural Network

scientific article published in July 2019

Automatic velocity analysis using high-resolution hyperbolic Radon transform

scientific article published in July 2018

Automatic waveform-based source-location imaging using deep learning extracted microseismic signals

Bandwidth-insensitive extended centroid frequency-shift method for near-surface Q estimation

scientific article published on 10 January 2022

Building Complex Seismic Velocity Models for Deep Learning Inversion

Capsule Neural Network Guided by Compact Convolutional Transformer for Discriminating Earthquakes from Quarry Blasts

scientific article published on 13 September 2023

Convolutional neural networks for microseismic waveform classification and arrival picking

scientific article published on 13 June 2020

CuQ-RTM: A CUDA-based code package for stable and efficient Q-compensated reverse time migration

scholarly article

DAS Vehicle Signal Extraction Using Machine Learning in Urban Traffic Monitoring

scientific article published in 2024

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

scientific article published in November 2023

Data-driven multitask sparse dictionary learning for noise attenuation of 3D seismic data

scholarly article

Deep Learning Peak Ground Acceleration Prediction Using Single-Station Waveforms

scientific article published in 2024

Deep Learning for P-Wave First-Motion Polarity Determination and Its Application in Focal Mechanism Inversion

scientific article published in 2024

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

scientific article published in 2023

Deep denoising autoencoder for seismic random noise attenuation

scientific article published on 5 June 2020

Deep learning reservoir porosity prediction based on multilayer long short-term memory network

scientific article published on 13 June 2020

Deep learning with soft attention mechanism for small-scale ground roll attenuation

scientific article published on 30 November 2023

Deep-Learning Inversion of Seismic Data

scientific article published in March 2020

Deep-learning missing well-log prediction via long short-term memory network with attention-period mechanism

scientific article published on 23 December 2022

Deep-learning seismic full-waveform inversion for realistic structural models

scientific article

Denoising controlled-source electromagnetic data using least-squares inversion

scientific article published in July 2018

Denoising distributed acoustic sensing data using unsupervised deep learning

scientific article published in July 2023

Denoising of distributed acoustic sensing data using supervised deep learning

scientific article published on 28 October 2022

Dictionary Learning for Single-Channel Passive Seismic Denoising

scientific article published on 28 September 2023

Dictionary learning based on dip patch selection training for random noise attenuation

scientific article published on 12 March 2019

Dictionary learning with convolutional structure for seismic data denoising and interpolation

scientific article published on 27 July 2021

Domain knowledge-guided data-driven prestack seismic inversion using deep learning

scientific article published on 2 February 2023

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

scientific article published in July 2021

EMD-seislet transform

scientific article published in January 2018

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

scientific article published in 2023

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

scientific article published in 2023

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

scientific article published in July 2021

Effects of Kerogen Content on Elastic Properties‐Based on Artificial Organic‐Rich Shale (AORS)

scientific article

Enhanced low-rank matrix estimation for simultaneous denoising and reconstruction of 5D seismic data

scientific article published in September 2021

Enhancing earthquake detection from distributed acoustic sensing data by coherency measure and moving-rank-reduction filtering

scientific article published on 21 June 2023

Enhancing seismic reflections using empirical mode decomposition in the flattened domain

article

Erratic and random noise attenuation using adaptive local orthogonalization

scientific article published on 27 June 2022

Erratic noise suppression using iterative structure‐oriented space‐varying median filtering with sparsity constraint

Estimation of δ and C 13 of organic-rich shale from laser ultrasonic technique measurement

scientific article published in July 2018

Fast Dictionary Learning for High-Dimensional Seismic Reconstruction

scientific article published in August 2021

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

scientific article published in 2020

Fast local primary-and-multiple orthogonalization for surface-related multiple leakage estimation and extraction

scientific article

Frequency-Independent Centroid Frequency Shift Method for Signal Attenuation Estimation

scientific article published in 2023

Full-waveform inversion and joint migration inversion with an automatic directional total variation constraint

scientific article published on 4 February 2019

Gaussian beam reconstruction of seismic data

scientific article published on 8 August 2019

Geologic forward prospecting using improved tunnel-seismic-while-drilling method: A case study of the water supply project at Songhua River, Jilin, China

scientific article published on 21 January 2022

Geological structure guided well log interpolation for high-fidelity full waveform inversion

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

scientific article published in July 2023

High‐Resolution Mantle Transition Zone Imaging Using Multi‐Dimensional Reconstruction of SS Precursors

scientific article published in May 2024

Hybrid rank-sparsity constraint model for simultaneous reconstruction and denoising of 3D seismic data

scientific article published in September 2017

Hybrid-domain simultaneous-source full waveform inversion without crosstalk noise

scientific article published on 10 September 2018

Imaging point diffractors using a low-rank approximation method

scientific article published on 21 July 2023

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

Interpretable Unsupervised Learning Framework for Multidimensional Erratic and Random Noise Attenuation

scientific article published in 2024

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

scientific article published in November 2019

Iterative Gaussian mixture model and multi‐channel attributes for arrival picking in extremely noisy environments

Iterative deblending for simultaneous source data using the deep neural network

scientific article published in March 2020

Iterative deblending using shaping regularization with a combined PNMO-MF-FK coherency filter

scientific article published in November 2015

Joint deblending and source time inversion

scientific article published on 22 August 2022

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

scientific article published in June 2021

Least-Squares Gaussian Beam Transform for Seismic Noise Attenuation

scientific article published in November 2019

Mathematical morphological filtering for linear noise attenuation of seismic data

scientific article published in November 2017

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

scientific article published in August 2021

Nonlocal Weighted Robust Principal Component Analysis for Seismic Noise Attenuation

Nonstationary local signal-and-noise orthogonalization

scientific article published on 18 August 2021

Nonstationary local slope estimation via forward-backward space derivative calculation

scholarly article

Nonstationary local time-frequency transform

scholarly article

Nonstationary predictive filtering for seismic random noise suppression — A tutorial

scholarly article

Normalized shaping regularization for robust separation of blended data

scientific article published on 12 August 2019

Obtaining free USArray data by multi-dimensional seismic reconstruction

scientific article published on 30 September 2019

One-Dimensional Dictionary Learning With Variational Sparse Representation for Single-Channel Seismic Denoising

scientific article published in 2024

Porosity and permeability prediction using a transformer and periodic long short-term network

scientific article published in January 2023

Preserving the discontinuities in least-squares reverse time migration of simultaneous-source data

scientific article published in May 2017

Prestack reverse time imaging in tunnels based on the decoupled nonconversion elastic-wave equation

Pre‐stack seismic inversion based on ‐norm regularized logarithmic absolute misfit function

scientific article published on 23 August 2020

Protecting the weak signals in distributed acoustic sensing data processing using local orthogonalization: The FORGE data example

scientific article published on 29 January 2024

Pyekfmm: A Python Package for 3D Fast-Marching-Based Travel-Time Calculation and its Applications in Seismology

scientific article published in 2023

Pyseistr: A Python Package for Structural Denoising and Interpolation of Multichannel Seismic Data

scientific article published in 2023

Q-compensated viscoelastic reverse time migration using mode-dependent adaptive stabilization scheme

scientific article published on 27 May 2019

Real‐Time Earthquake Detection and Magnitude Estimation Using Vision Transformer

scientific article published in May 2022

Relative time seislet transform

scientific article published on 24 February 2020

Retrieving the leaked signals from noise using a fast dictionary-learning method

scholarly article

Retrieving useful signals from highly corrupted erratic noise using robust residual dictionary learning

scientific article published on 12 September 2022

Revisiting two notable methods for improving the deblending performance of marine towed-streamer acquisition

scientific article published on 27 March 2024

Robust Nonstationary Local Slope Estimation

scientific article published in July 2021

Robust damped rank-reduction method for simultaneous denoising and reconstruction of 5D seismic data

scientific article

Robust local slope estimation by deep learning

SCALODEEP: A Highly Generalized Deep Learning Framework for Real‐Time Earthquake Detection

scientific article published in April 2021

SLKNet: An attention-based deep-learning framework for downhole distributed acoustic sensing data denoising

scientific article published on 5 September 2023

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

scientific article published in 2024

Seismic Noise Attenuation Using Unsupervised Sparse Feature Learning

scientific article published in December 2019

Seismic imaging of simultaneous-source data using constrained least-squares reverse time migration

article by Yangkang Chen et al published March 2015 in Journal of Applied Geophysics

Seismic signal enhancement based on the low‐rank methods

scientific article published on 9 September 2020

Self-Attention Fully Convolutional DenseNets for Automatic Salt Segmentation

scientific article published in July 2023

Self-training and learning the waveform features of microseismic data using an adaptive dictionary

scientific article published in May 2020

Separation and imaging of seismic diffractions using a localized rank-reduction method with adaptively selected ranks

Shot-domain deblending using least-squares inversion

scientific article published in July 2017

SigRecover: Recovering Signal from Noise in Distributed Acoustic Sensing Data Processing

scientific article published on 27 March 2024

Signal extraction using randomized-order multichannel singular spectrum analysis

scientific article published in March 2017

Sparse inversion for water bubble removal and spectral enhancement

scientific article published in June 2015

Spatiotemporal Variations in Earthquake Triggering Mechanisms During Multistage Hydraulic Fracturing in Western Canada

scholarly article

Streaming seismic attributes

scientific article published on 5 December 2023

Substituting smoothing with low-rank decomposition — Applications to least-squares reverse time migration of simultaneous source and incomplete seismic data

scientific article published on 24 May 2019

Surface-related multiple leakage extraction using local primary-and-multiple orthogonalization

scholarly article

TXED: The Texas Earthquake Dataset for AI

scientific article published on 24 January 2024

The Interpolation of Sparse Geophysical Data

scientific article published on 27 September 2018

Thousands of Induced Earthquakes per Month in West Texas Detected Using EQCCT

scientific article published on 24 April 2024

Three-parameter prestack seismic inversion based on L1-2 minimization

scientific article published on 24 August 2019

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

scientific article published in November 2021

Time-lapse image registration by high-resolution time-shift scan

scholarly article

Training deep networks with only synthetic data: Deep-learning-based near-offset reconstruction for (closed-loop) surface-related multiple estimation on shallow-water field data

scholarly article

Transfer Learning for Seismic Phase Picking With Significantly Higher Precision in Faraway Seismic Stations

scientific article published in 2024

Uncovering the microseismic signals from noisy data for high-fidelity 3D source-location imaging using deep learning

scholarly article

Unsupervised Seismic Random Noise Attenuation Based on Deep Convolutional Neural Network

scientific article published in 2019

Unsupervised deep learning for 3D interpolation of highly incomplete data

scientific article published on 13 December 2022

Unsupervised deep-learning framework for 5D seismic denoising and interpolation

scientific article published on 3 May 2024

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

scientific article published on 18 December 2022

Velocity analysis of simultaneous-source data using high-resolution semblance—coping with the strong noise

article

Velocity analysis using similarity-weighted semblance

scientific article published in July 2015

Warped-mapping based multi-gather joint prestack Q estimation

scientific article published in 2024

Weak signal detection using multiscale morphology in microseismic monitoring

scientific article published in October 2016

List of works by Yangkang Chen

3D Microseismic Monitoring Using Machine Learning

3D true-amplitude elastic wave-vector decomposition in heterogeneous anisotropic media

5D dealiased seismic data interpolation using nonstationary prediction-error filter

A MATLAB code package for 2D/3D local slope estimation and structural filtering

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

A fully unsupervised and highly generalized deep learning approach for random noise suppression

A high-resolution weighted AB semblance for dealing with amplitude-variation-with-offset phenomenon

A matrix-transform numerical solver for fractional Laplacian viscoacoustic wave equation

Accelerated Signal-and-Noise Orthogonalization

Adaptive frequency-domain nonlocal means for seismic random noise attenuation

Adaptive stabilization for Q -compensated reverse time migration

An efficient and effective common reflection surface stacking approach using local similarity and plane-wave flattening

An explicit stabilization scheme for Q -compensated reverse time migration

Automatic Waveform Classification and Arrival Picking Based on Convolutional Neural Network

Automatic velocity analysis using high-resolution hyperbolic Radon transform

Automatic waveform-based source-location imaging using deep learning extracted microseismic signals

Bandwidth-insensitive extended centroid frequency-shift method for near-surface Q estimation

Building Complex Seismic Velocity Models for Deep Learning Inversion

Capsule Neural Network Guided by Compact Convolutional Transformer for Discriminating Earthquakes from Quarry Blasts

Convolutional neural networks for microseismic waveform classification and arrival picking

CuQ-RTM: A CUDA-based code package for stable and efficient Q-compensated reverse time migration

DAS Vehicle Signal Extraction Using Machine Learning in Urban Traffic Monitoring

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

Data-driven multitask sparse dictionary learning for noise attenuation of 3D seismic data

Deep Learning Peak Ground Acceleration Prediction Using Single-Station Waveforms

Deep Learning for P-Wave First-Motion Polarity Determination and Its Application in Focal Mechanism Inversion

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

Deep denoising autoencoder for seismic random noise attenuation

Deep learning reservoir porosity prediction based on multilayer long short-term memory network

Deep learning with soft attention mechanism for small-scale ground roll attenuation

Deep-Learning Inversion of Seismic Data

Deep-learning missing well-log prediction via long short-term memory network with attention-period mechanism

Deep-learning seismic full-waveform inversion for realistic structural models

Denoising controlled-source electromagnetic data using least-squares inversion

Denoising distributed acoustic sensing data using unsupervised deep learning

Denoising of distributed acoustic sensing data using supervised deep learning

Dictionary Learning for Single-Channel Passive Seismic Denoising

Dictionary learning based on dip patch selection training for random noise attenuation

Dictionary learning with convolutional structure for seismic data denoising and interpolation

Domain knowledge-guided data-driven prestack seismic inversion using deep learning

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

EMD-seislet transform

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

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

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

Effects of Kerogen Content on Elastic Properties‐Based on Artificial Organic‐Rich Shale (AORS)

Enhanced low-rank matrix estimation for simultaneous denoising and reconstruction of 5D seismic data

Enhancing earthquake detection from distributed acoustic sensing data by coherency measure and moving-rank-reduction filtering

Enhancing seismic reflections using empirical mode decomposition in the flattened domain

Erratic and random noise attenuation using adaptive local orthogonalization

Erratic noise suppression using iterative structure‐oriented space‐varying median filtering with sparsity constraint

Estimation of δ and C 13 of organic-rich shale from laser ultrasonic technique measurement

Fast Dictionary Learning for High-Dimensional Seismic Reconstruction

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

Fast local primary-and-multiple orthogonalization for surface-related multiple leakage estimation and extraction

Frequency-Independent Centroid Frequency Shift Method for Signal Attenuation Estimation

Full-waveform inversion and joint migration inversion with an automatic directional total variation constraint

Gaussian beam reconstruction of seismic data

Geologic forward prospecting using improved tunnel-seismic-while-drilling method: A case study of the water supply project at Songhua River, Jilin, China

Geological structure guided well log interpolation for high-fidelity full waveform inversion

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

High‐Resolution Mantle Transition Zone Imaging Using Multi‐Dimensional Reconstruction of SS Precursors

Hybrid rank-sparsity constraint model for simultaneous reconstruction and denoising of 3D seismic data

Hybrid-domain simultaneous-source full waveform inversion without crosstalk noise

Imaging point diffractors using a low-rank approximation method

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

Interpretable Unsupervised Learning Framework for Multidimensional Erratic and Random Noise Attenuation

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

Iterative Gaussian mixture model and multi‐channel attributes for arrival picking in extremely noisy environments

Iterative deblending for simultaneous source data using the deep neural network

Iterative deblending using shaping regularization with a combined PNMO-MF-FK coherency filter

Joint deblending and source time inversion

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

Least-Squares Gaussian Beam Transform for Seismic Noise Attenuation

Mathematical morphological filtering for linear noise attenuation of seismic data

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

Nonlocal Weighted Robust Principal Component Analysis for Seismic Noise Attenuation

Nonstationary local signal-and-noise orthogonalization

Nonstationary local slope estimation via forward-backward space derivative calculation