Building Precise Local Submarine Earthquake Catalogs via a Deep-Learning-Empowered Workflow and its Application to the Challenger Deep

Siamese Earthquake Transformer: A Pair‐Input Deep‐Learning Model for Earthquake Detection and Phase Picking on a Seismic Array

(2021) Zhuowei Xiao et al.   JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH

Upper Mantle Hydration Indicated by Decreased Shear Velocity Near the Southern Mariana Trench From Rayleigh Wave Tomography

(2021) Gaohua Zhu et al.   GEOPHYSICAL RESEARCH LETTERS

Earthquake transformer—an attentive deep-learning model for simultaneous earthquake detection and phase picking

(2020) S. Mostafa Mousavi et al.   Nature Communications

Searching for hidden earthquakes in Southern California

(2019) Zachary E. Ross et al.   SCIENCE

Hybrid Event Detection and Phase‐Picking Algorithm Using Convolutional and Recurrent Neural Networks

(2019) Yijian Zhou et al.   SEISMOLOGICAL RESEARCH LETTERS

Deep Seismic Structure Across the Southernmost Mariana Trench: Implications for Arc Rifting and Plate Hydration

(2019) Kuiyuan Wan et al.   JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH

Along-strike variation in slab geometry at the southern Mariana subduction zone revealed by seismicity through ocean bottom seismic experiments

(2019) Gaohua Zhu et al.   GEOPHYSICAL JOURNAL INTERNATIONAL

CRED: A Deep Residual Network of Convolutional and Recurrent Units for Earthquake Signal Detection

(2019) S. Mostafa Mousavi et al.   Scientific Reports

Deep Learning for Picking Seismic Arrival Times

(2019) Jian Wang et al.   JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH

Seismic Phase Picking Using Convolutional Networks

(2019) Esteban Pardo et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Rapid Earthquake Association and Location

(2019) Miao Zhang et al.   SEISMOLOGICAL RESEARCH LETTERS

Convolutional neural network for earthquake detection and location

(2018) Thibaut Perol et al.   Science Advances

DeepDetect: A Cascaded Region-Based Densely Connected Network for Seismic Event Detection

(2018)   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Slab2, a comprehensive subduction zone geometry model

(2018) Gavin P. Hayes et al.   SCIENCE

PhaseNet: A Deep-Neural-Network-Based Seismic Arrival Time Picking Method

(2018) Weiqiang Zhu et al.   GEOPHYSICAL JOURNAL INTERNATIONAL

Deep learning

(2015) Yann LeCun et al.   NATURE

Migration of early aftershocks following the 2004 Parkfield earthquake

(2009) Zhigang Peng et al.   Nature Geoscience