Gregory C. Beroza

According to our database, Gregory C. Beroza authored at least 11 papers between 2016 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Earthquake Phase Association with Graph Neural Networks.

Ian W. McBrearty, Gregory C. Beroza

CoRR, 2022

Earthquake Location and Magnitude Estimation with Graph Neural Networks.

Ian W. McBrearty, Gregory C. Beroza

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

2021

A general approach to seismic inversion with automatic differentiation.

Weiqiang Zhu, Kailai Xu, Eric Darve, Gregory C. Beroza

Comput. Geosci., 2021

2020

Bayesian-Deep-Learning Estimation of Earthquake Location From Single-Station Observations.

S. Mostafa Mousavi, Gregory C. Beroza

IEEE Trans. Geosci. Remote. Sens., 2020

2019

Seismic Signal Denoising and Decomposition Using Deep Neural Networks.

Weiqiang Zhu, S. Mostafa Mousavi, Gregory C. Beroza

IEEE Trans. Geosci. Remote. Sens., 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

A Machine-Learning Approach for Earthquake Magnitude Estimation.

S. Mostafa Mousavi, Gregory C. Beroza

CoRR, 2019

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

2018

Locality-Sensitive Hashing for Earthquake Detection: A Case Study Scaling Data-Driven Science.

Kexin Rong, Clara E. Yoon, Karianne J. Bergen, Hashem Elezabi, Peter Bailis, Philip Alexander Levis, Gregory C. Beroza

Proc. VLDB Endow., 2018

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

2016

Scalable Similarity Search in Seismology: A New Approach to Large-Scale Earthquake Detection.

Karianne Bergen, Clara Yoon, Gregory C. Beroza

Proceedings of the Similarity Search and Applications - 9th International Conference, 2016