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

Real-time determination of earthquake focal mechanism via deep learning

(2021) Wenhuan Kuang et al.   Nature Communications

Subduction megathrust heterogeneity characterized from 3D seismic data

(2020) James D. Kirkpatrick et al.   Nature Geoscience

Direct structural evidence of Indian continental subduction beneath Myanmar

(2020) Tianyu Zheng et al.   Nature Communications

3D fault architecture controls the dynamism of earthquake swarms

(2020) Zachary E. Ross et al.   SCIENCE

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

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

Pairwise Association of Seismic Arrivals with Convolutional Neural Networks

(2019) Ian W. McBrearty et al.   SEISMOLOGICAL RESEARCH LETTERS

Deep learning for seismic phase detection and picking in the aftershock zone of 2008 M7.9 Wenchuan Earthquake

(2019) Lijun Zhu et al.   PHYSICS OF THE EARTH AND PLANETARY INTERIORS

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

Earthquakes track subduction fluids from slab source to mantle wedge sink

(2019) Felix Halpaap et al.   Science Advances

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

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

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

Unsupervised Clustering of Seismic Signals Using Deep Convolutional Autoencoders

(2019) S. Mostafa Mousavi et al.   IEEE Geoscience and Remote Sensing Letters

Importance of later phases in seismic tomography

(2019) Dapeng Zhao   PHYSICS OF THE EARTH AND PLANETARY INTERIORS

Beyond Correlation: A Path‐Invariant Measure for Seismogram Similarity

(2019) Joshua Dickey et al.   SEISMOLOGICAL RESEARCH LETTERS

Lower-mantle plume beneath the Yellowstone hotspot revealed by core waves

(2018) Peter L. Nelson et al.   Nature Geoscience

Deep visual tracking: Review and experimental comparison

(2018) Peixia Li et al.   PATTERN RECOGNITION

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

Holistically-Nested Edge Detection

(2017) Saining Xie et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Deep learning

(2015) Yann LeCun et al.   NATURE

Waveform Relocated Earthquake Catalog for Southern California (1981 to June 2011)

(2012) E. Hauksson et al.   BULLETIN OF THE SEISMOLOGICAL SOCIETY OF AMERICA

Migration of early aftershocks following the 2004 Parkfield earthquake

(2009) Zhigang Peng et al.   Nature Geoscience