Gregory C. Beroza

15 papers B 2Journal 13
YearRankTypeTitle / Venue / Authors
2025 J jnl
TwoStream-EQT: A microseismic phase picking model combining time and frequency domain inputs.
Comput. Geosci.
Ling Peng, Lei Li, S. Mostafa Mousavi, Xiaobao Zeng, Gregory C. Beroza
2024 J jnl
Double Difference Earthquake Location with Graph Neural Networks.
CoRR
Ian W. McBrearty, Gregory C. Beroza
2022 B conf
Earthquake Location and Magnitude Estimation with Graph Neural Networks.
ICIP
Ian W. McBrearty, Gregory C. Beroza
2022 J jnl
Earthquake Phase Association with Graph Neural Networks.
CoRR
Ian W. McBrearty, Gregory C. Beroza
2021 J jnl
A general approach to seismic inversion with automatic differentiation.
Comput. Geosci.
Weiqiang Zhu, Kailai Xu, Eric Darve, Gregory C. Beroza
2020 J jnl
Bayesian-Deep-Learning Estimation of Earthquake Location From Single-Station Observations.
IEEE Trans. Geosci. Remote. Sens.
S. Mostafa Mousavi, Gregory C. Beroza
2019 J jnl
A Machine-Learning Approach for Earthquake Magnitude Estimation.
CoRR
S. Mostafa Mousavi, Gregory C. Beroza
2019 J jnl
Bayesian-Deep-Learning Estimation of Earthquake Location from Single-Station Observations.
CoRR
S. Mostafa Mousavi, Gregory C. Beroza
2019 J jnl
STanford EArthquake Dataset (STEAD): A Global Data Set of Seismic Signals for AI.
IEEE Access
S. Mostafa Mousavi, Yixiao Sheng, Weiqiang Zhu, Gregory C. Beroza
2019 J jnl
Seismic Signal Denoising and Decomposition Using Deep Neural Networks.
IEEE Trans. Geosci. Remote. Sens.
Weiqiang Zhu, S. Mostafa Mousavi, Gregory C. Beroza
2019 J jnl
Unsupervised Clustering of Seismic Signals Using Deep Convolutional Autoencoders.
IEEE Geosci. Remote. Sens. Lett.
S. Mostafa Mousavi, Weiqiang Zhu, William Ellsworth, Gregory C. Beroza
2018 J jnl
CRED: A Deep Residual Network of Convolutional and Recurrent Units for Earthquake Signal Detection.
CoRR
S. Mostafa Mousavi, Weiqiang Zhu, Yixiao Sheng, Gregory C. Beroza
2018 J jnl
Locality-Sensitive Hashing for Earthquake Detection: A Case Study Scaling Data-Driven Science.
CoRR
Kexin Rong, Clara E. Yoon, Karianne J. Bergen, Hashem Elezabi, Peter Bailis, Philip Alexander Levis, Gregory C. Beroza
2018 J jnl
Locality-Sensitive Hashing for Earthquake Detection: A Case Study Scaling Data-Driven Science.
Proc. VLDB Endow.
Kexin Rong, Clara E. Yoon, Karianne J. Bergen, Hashem Elezabi, Peter Bailis, Philip Alexander Levis, Gregory C. Beroza
2016 B conf
Scalable Similarity Search in Seismology: A New Approach to Large-Scale Earthquake Detection.
SISAP
Karianne Bergen, Clara Yoon, Gregory C. Beroza