Gregory C. Beroza

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 13

Top Topics

Signal Detection

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Proc. VLDB Endow.

Publications

Ian W. McBrearty, Gregory C. Beroza
Earthquake Phase Association with Graph Neural Networks. CoRR (2022)
Ian W. McBrearty, Gregory C. Beroza
Earthquake Location and Magnitude Estimation with Graph Neural Networks. ICIP (2022)
Weiqiang Zhu, Kailai Xu, Eric Darve, Gregory C. Beroza
A general approach to seismic inversion with automatic differentiation. Comput. Geosci. 151 (2021)
S. Mostafa Mousavi, Gregory C. Beroza
Bayesian-Deep-Learning Estimation of Earthquake Location From Single-Station Observations. IEEE Trans. Geosci. Remote. Sens. 58 (11) (2020)
S. Mostafa Mousavi, Weiqiang Zhu, William Ellsworth, Gregory C. Beroza
Unsupervised Clustering of Seismic Signals Using Deep Convolutional Autoencoders. IEEE Geosci. Remote. Sens. Lett. 16 (11) (2019)
S. Mostafa Mousavi, Yixiao Sheng, Weiqiang Zhu, Gregory C. Beroza
STanford EArthquake Dataset (STEAD): A Global Data Set of Seismic Signals for AI. IEEE Access 7 (2019)
S. Mostafa Mousavi, Gregory C. Beroza
Bayesian-Deep-Learning Estimation of Earthquake Location from Single-Station Observations. CoRR (2019)
Weiqiang Zhu, S. Mostafa Mousavi, Gregory C. Beroza
Seismic Signal Denoising and Decomposition Using Deep Neural Networks. IEEE Trans. Geosci. Remote. Sens. 57 (11) (2019)
S. Mostafa Mousavi, Gregory C. Beroza
A Machine-Learning Approach for Earthquake Magnitude Estimation. CoRR (2019)
Kexin Rong, Clara E. Yoon, Karianne J. Bergen, Hashem Elezabi, Peter Bailis, Philip Alexander Levis, Gregory C. Beroza
Locality-Sensitive Hashing for Earthquake Detection: A Case Study Scaling Data-Driven Science. CoRR (2018)
Kexin Rong, Clara E. Yoon, Karianne J. Bergen, Hashem Elezabi, Peter Bailis, Philip Alexander Levis, Gregory C. Beroza
Locality-Sensitive Hashing for Earthquake Detection: A Case Study Scaling Data-Driven Science. Proc. VLDB Endow. 11 (11) (2018)
S. Mostafa Mousavi, Weiqiang Zhu, Yixiao Sheng, Gregory C. Beroza
CRED: A Deep Residual Network of Convolutional and Recurrent Units for Earthquake Signal Detection. CoRR (2018)
Karianne Bergen, Clara Yoon, Gregory C. Beroza
Scalable Similarity Search in Seismology: A New Approach to Large-Scale Earthquake Detection. SISAP (2016)