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Seismic wave arrival time measurements form the basis for numerous downstream applications.
Generalized Seismic Phase Detection with Deep Learning
Zachary E. Ross, Men‐Andrin Meier, Egill Hauksson, and Thomas H. Heaton · 1943
Earlier work this paper cites.
A comparison of select trigger algorithms for automated global seismic phase and event detection
Mitchell Withers, Richard Aster, Christopher Young, Judy Beiriger, Mark Harris, Susan Moore, and Julian Trujillo · 1943
Earlier work this paper cites.
A High-Resolution Seismic Catalog for the Initial 2019 Ridgecrest Earthquake Sequence: Foreshocks, Aftershocks, and Faulting Complexity
David R. Shelly · 1971
Earlier work this paper cites.
Least squares quantization in pcm
Stuart Lloyd · 1982
Earlier work this paper cites.
Neural Operator: Graph Kernel Network for Partial Differential Equations, March 2020b
Zongyi Li, Nikola Kovachki, Kamyar Azizzadenesheli, Burigede Liu, Kaushik Bhattacharya, Andrew Stuart, and Anima Anandkumar · 2003
Earlier work this paper cites.
The detection of low magnitude seismic events using array-based waveform correlation
Steven J. Gibbons and Frode Ringdal · 2006
Earlier work this paper cites.
Non-volcanic tremor and low-frequency earthquake swarms
David R. Shelly, Gregory C. Beroza, and Satoshi Ide · 2007
Earlier work this paper cites.
Fourier Neural Operator for Parametric Partial Differential Equations
Zongyi Li, Nikola Kovachki, Kamyar Azizzadenesheli, Burigede Liu, Kaushik Bhattacharya, Andrew Stuart, and Anima Anandkumar · 2010
Earlier work this paper cites.
Earthquake detection through computationally efficient similarity search
Clara E. Yoon, Ossian O’Reilly, Karianne J. Bergen, and Gregory C. Beroza · 2015
Earlier work this paper cites.
Neural Message Passing for Quantum Chemistry, June 2017
Justin Gilmer, Samuel S. Schoenholz, Patrick F. Riley, Oriol Vinyals, and George E. Dahl · 2017
Earlier work this paper cites.
Attention Is All You Need, December 2017
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N. Gomez, Lukasz Kaiser, and Illia Polosukhin · 2017
Earlier work this paper cites.
Convolutional neural network for earthquake detection and location
Thibaut Perol, Michaël Gharbi, and Marine Denolle · 2018
Cited alongside, same era.
PhaseNet: A Deep-Neural-Network-Based Seismic Arrival Time Picking Method
Weiqiang Zhu and Gregory C Beroza · 2018
Cited alongside, same era.
STanford EArthquake Dataset (STEAD): A Global Data Set of Seismic Signals for AI
S. Mostafa Mousavi, Yixiao Sheng, Weiqiang Zhu, and Gregory C. Beroza · 2019
Cited alongside, same era.
Hierarchical interlocked orthogonal faulting in the 2019 Ridgecrest earthquake sequence
Zachary E. Ross, Benjamín Idini, Zhe Jia, Oliver L. Stephenson, Minyan Zhong, Xin Wang, Zhongwen Zhan, Mark Simons, Eric J. Fielding, Sang-Ho Yun, Egill Hauksson, Angelyn W. Moore, Zhen Liu, and Jungkyo Jung · 2019
Cited alongside, same era.
Deep learning for seismic phase detection and picking in the aftershock zone of 2008 M7.9 Wenchuan Earthquake
Lijun Zhu, Zhigang Peng, James McClellan, Chenyu Li, Dongdong Yao, Zefeng Li, and Lihua Fang · 2019
Cited alongside, same era.
Which Picker Fits My Data? A Quantitative Evaluation of Deep Learning Based Seismic Pickers
Jannes Münchmeyer, Jack Woollam, Andreas Rietbrock, Frederik Tilmann, Dietrich Lange, Thomas Bornstein, Tobias Diehl, Carlo Giunchi, Florian Haslinger, Dario Jozinović, Alberto Michelini, Joachim Saul, and Hugo Soto · 2022
Later among the works it cites.
U-no: U-shaped neural operators
Md Ashiqur Rahman, Zachary E Ross, and Kamyar Azizzadenesheli · 2022
Later among the works it cites.
Neural Operator: Learning Maps Between Function Spaces With Applications to PDEs
Nikola Kovachki, Zongyi Li, Burigede Liu, Kamyar Azizzadenesheli, Kaushik Bhattacharya, Andrew Stuart, and Anima Anandkumar · 2023
Closest in time.
Earthquake phase association with graph neural networks
Ian W McBrearty and Gregory C Beroza · 2023
Closest in time.
PhaseNO (v1.0.0) Zenodo [Software], November 2023
Hongyu Sun · 2023
Closest in time.
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Gaussian Error Linear Units (GELUs), July 2020
Dan Hendrycks and Kevin Gimpel · 2020
Cited alongside, same era.
Automated seismic source characterization using deep graph neural networks
Martijn PA van den Ende and J-P Ampuero · 2020
Cited alongside, same era.
The transformer earthquake alerting model: A new versatile approach to earthquake early warning
Jannes Münchmeyer, Dino Bindi, Ulf Leser, and Frederik Tilmann · 2021
Cited alongside, same era.
Siamese Earthquake Transformer: A Pair‐Input Deep‐Learning Model for Earthquake Detection and Phase Picking on a Seismic Array
Zhuowei Xiao, Jian Wang, Chang Liu, Juan Li, Liang Zhao, and Zhenxing Yao · 2021
Cited alongside, same era.
Graph neural networks for multivariate time series regression with application to seismic data
Stefan Bloemheuvel, Jurgen van den Hoogen, Dario Jozinović, Alberto Michelini, and Martin Atzmueller · 2022
Cited alongside, same era.
EQDetect: Earthquake phase arrivals and first motion polarity applying deep learning
Christopher W Johnson and Paul A. Johnson · 2022
Cited alongside, same era.
Deep Learning for Picking Seismic Arrival Times
Jian Wang, Zhuowei Xiao, Chang Liu, Dapeng Zhao, and Zhenxing Yao
Cited in the paper.
EdgePhase: A Deep Learning Model for Multi‐Station Seismic Phase Picking
Tian Feng, Saeed Mohanna, and Lingsen Meng · 2027
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Earthquake transformer—an attentive deep-learning model for simultaneous earthquake detection and phase picking
S. Mostafa Mousavi, William L. Ellsworth, Weiqiang Zhu, Lindsay Y. Chuang, and Gregory C. Beroza · 2041
Closest in time.
CRED: A Deep Residual Network of Convolutional and Recurrent Units for Earthquake Signal Detection
S. Mostafa Mousavi, Weiqiang Zhu, Yixiao Sheng, and Gregory C. Beroza · 2045
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Seismic Event and Phase Detection Using Time–Frequency Representation and Convolutional Neural Networks
Ramin M. H. Dokht, Honn Kao, Ryan Visser, and Brindley Smith · 2057
Closest in time.
Leveraging Deep Learning in Global 24/7 Real-Time Earthquake Monitoring at the National Earthquake Information Center
William Luther Yeck, John M. Patton, Zachary E. Ross, Gavin P. Hayes, Michelle R. Guy, Nick B. Ambruz, David R. Shelly, Harley M. Benz, and Paul S. Earle · 2057
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Hybrid Event Detection and Phase‐Picking Algorithm Using Convolutional and Recurrent Neural Networks
Yijian Zhou, Han Yue, Qingkai Kong, and Shiyong Zhou · 2057
Closest in time.