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Yangkang Chen
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Journal Article
QBTransNet: Deep Learning Earthquake Distinction from Quarry Blasts Using Dilated Convolutional Transformer
Journal: Seismological Research Letters
Publisher: Seismological Society of America
Published: 17 April 2025
Seismological Research Letters (2025)
Early Publication
Journal Article
Unsupervised deep learning for off-the-grid seismic reconstruction and denoising
Journal: Geophysics
Publisher: Society of Exploration Geophysicists
Published: 03 April 2025
Geophysics (2025) V241–V254.
Journal Article
Leveraging overfitting for good — A two-step deep image prior model for seismic denoising
Journal: Geophysics
Publisher: Society of Exploration Geophysicists
Published: 02 April 2025
Geophysics (2025) V205–V221.
Journal Article
Pyntfa: A Python Package for Nonstationary Time–Frequency Analysis
Journal: Seismological Research Letters
Publisher: Seismological Society of America
Published: 10 March 2025
Seismological Research Letters (2025)
Journal Article
Nonstationary adaptive S-wave leakage suppression of ocean-bottom node data
Journal: Geophysics
Publisher: Society of Exploration Geophysicists
Published: 25 October 2024
Geophysics (2024) 89 (6): V605–V618.
Journal Article
Ground-truth-free deep learning for 3D seismic denoising and reconstruction with channel attention mechanism
Journal: Geophysics
Publisher: Society of Exploration Geophysicists
Published: 25 September 2024
Geophysics (2024) 89 (6): V503–V520.
Journal Article
SelfMixed: Self-supervised mixed noise attenuation for distributed acoustic sensing data
Journal: Geophysics
Publisher: Society of Exploration Geophysicists
Published: 19 August 2024
Geophysics (2024) 89 (5): V415–V436.
Journal Article
Unsupervised deep-learning framework for 5D seismic denoising and interpolation
Journal: Geophysics
Publisher: Society of Exploration Geophysicists
Published: 03 May 2024
Geophysics (2024) 89 (4): V319–V330.
Journal Article
SigRecover: Recovering Signal from Noise in Distributed Acoustic Sensing Data Processing
Journal: Seismological Research Letters
Publisher: Seismological Society of America
Published: 27 March 2024
Seismological Research Letters (2024) 95 (3): 1976–1985.
Journal Article
Revisiting two notable methods for improving the deblending performance of marine towed-streamer acquisition
Journal: Geophysics
Publisher: Society of Exploration Geophysicists
Published: 27 March 2024
Geophysics (2024) 89 (3): P33–P45.
Journal Article
Complex Seismotectonic Characteristics in the Midland Basin of Texas: Constrained by Seismicity and Earthquake Source Mechanisms
Journal: Seismological Research Letters
Publisher: Seismological Society of America
Published: 29 January 2024
Seismological Research Letters (2024) 95 (3): 1870–1884.
Includes: Supplemental Content
Journal Article
Protecting the weak signals in distributed acoustic sensing data processing using local orthogonalization: The FORGE data example
Journal: Geophysics
Publisher: Society of Exploration Geophysicists
Published: 29 January 2024
Geophysics (2024) 89 (2): V103–V118.
Journal Article
TXED: The Texas Earthquake Dataset for AI
Yangkang Chen, Alexandros Savvaidis, Omar M. Saad, Guo‐Chin Dino Huang, Daniel Siervo, Vincent O’Sullivan, Cooper McCabe, Bede Uku, Preston Fleck, Grace Burke, Natalie L. Alvarez, Jessica Domino, Iason Grigoratos
Journal: Seismological Research Letters
Publisher: Seismological Society of America
Published: 24 January 2024
Seismological Research Letters (2024) 95 (3): 2013–2022.
Journal Article
Streaming seismic attributes
Journal: Geophysics
Publisher: Society of Exploration Geophysicists
Published: 05 December 2023
Geophysics (2024) 89 (1): A7–A10.
Journal Article
Deep learning with soft attention mechanism for small-scale ground roll attenuation
Journal: Geophysics
Publisher: Society of Exploration Geophysicists
Published: 30 November 2023
Geophysics (2024) 89 (1): WA179–WA193.
Journal Article
Dictionary Learning for Single‐Channel Passive Seismic Denoising
Journal: Seismological Research Letters
Publisher: Seismological Society of America
Published: 28 September 2023
Seismological Research Letters (2023) 94 (6): 2840–2851.
Journal Article
Capsule Neural Network Guided by Compact Convolutional Transformer for Discriminating Earthquakes from Quarry Blasts
Journal: Seismological Research Letters
Publisher: Seismological Society of America
Published: 13 September 2023
Seismological Research Letters (2024) 95 (1): 320–328.
Journal Article
Earthquake Forecasting Using Big Data and Artificial Intelligence: A 30‐Week Real‐Time Case Study in China
Omar M. Saad, Yunfeng Chen, Alexandros Savvaidis, Sergey Fomel, Xiuxuan Jiang, Dino Huang, Yapo Abolé Serge Innocent Oboué, Shanshan Yong, Xin’an Wang, Xing Zhang, Yangkang Chen
Publisher: Seismological Society of America
Published: 05 September 2023
Bulletin of the Seismological Society of America (2023) 113 (6): 2461–2478.
Journal Article
SLKNet: An attention-based deep-learning framework for downhole distributed acoustic sensing data denoising
Journal: Geophysics
Publisher: Society of Exploration Geophysicists
Published: 05 September 2023
Geophysics (2023) 88 (6): WC69–WC89.
Journal Article
Imaging point diffractors using a low-rank approximation method
Journal: Geophysics
Publisher: Society of Exploration Geophysicists
Published: 21 July 2023
Geophysics (2023) 88 (5): N47–N58.
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