Scalable Similarity Search in Seismology: A New Approach to Large-Scale Earthquake Detection. - Karianne Bergen; Clara Yoon; Gregory C. Beroza (SISAP, 2016)

CRED: A Deep Residual Network of Convolutional and Recurrent Units for Earthquake Signal Detection. - S. Mostafa Mousavi; Weiqiang Zhu; Yixiao Sheng; Gregory C. Beroza (CoRR, 2018)

Locality-Sensitive Hashing for Earthquake Detection: A Case Study Scaling Data-Driven Science. - Kexin Rong 001; Clara E. Yoon; Karianne J. Bergen; Hashem Elezabi; Peter Bailis; Philip Alexander Levis; Gregory C. Beroza (Proc. VLDB Endow., 2018)

STanford EArthquake Dataset (STEAD): A Global Data Set of Seismic Signals for AI. - S. Mostafa Mousavi; Yixiao Sheng; Weiqiang Zhu; Gregory C. Beroza (IEEE Access, 2019)

A Machine-Learning Approach for Earthquake Magnitude Estimation. - S. Mostafa Mousavi; Gregory C. Beroza (CoRR, 2019)

Unsupervised Clustering of Seismic Signals Using Deep Convolutional Autoencoders. - S. Mostafa Mousavi; Weiqiang Zhu; William Ellsworth; Gregory C. Beroza (IEEE Geosci. Remote. Sens. Lett., 2019)

Seismic Signal Denoising and Decomposition Using Deep Neural Networks. - Weiqiang Zhu; S. Mostafa Mousavi; Gregory C. Beroza (IEEE Trans. Geosci. Remote. Sens., 2019)

Bayesian-Deep-Learning Estimation of Earthquake Location From Single-Station Observations. - S. Mostafa Mousavi; Gregory C. Beroza (IEEE Trans. Geosci. Remote. Sens., 2020)

A general approach to seismic inversion with automatic differentiation. - Weiqiang Zhu; Kailai Xu; Eric Darve; Gregory C. Beroza (Comput. Geosci., 2021)

Earthquake Location and Magnitude Estimation with Graph Neural Networks. - Ian W. McBrearty; Gregory C. Beroza (ICIP, 2022)

Earthquake Phase Association with Graph Neural Networks. - Ian W. McBrearty; Gregory C. Beroza (CoRR, 2022)

Double Difference Earthquake Location with Graph Neural Networks. - Ian W. McBrearty; Gregory C. Beroza (CoRR, 2024)

TwoStream-EQT: A microseismic phase picking model combining time and frequency domain inputs. - Ling Peng; Lei Li 016; S. Mostafa Mousavi; Xiaobao Zeng; Gregory C. Beroza (Comput. Geosci., 2025)