301 citations · 301 across the 1 of their papers we have counts for
3 papers
physics.geo-ph2019
Bayesian-Deep-Learning Estimation of Earthquake Location from Single-Station Observations
S. Mostafa Mousavi, Gregory C. Beroza
We present a deep learning method for single-station earthquake location, which we approach as a regression problem using two separate Bayesian neural networks. We use a multi-task…
physics.geo-ph2019★ 301 cited
A Machine-Learning Approach for Earthquake Magnitude Estimation
S. Mostafa Mousavi, Gregory C. Beroza
In this study we develop a single-station deep-learning approach for fast and reliable estimation of earthquake magnitude directly from raw waveforms. We design a regressor compose…
physics.geo-ph2018
Seismic Signal Denoising and Decomposition Using Deep Neural Networks
Weiqiang Zhu, S. Mostafa Mousavi, Gregory C. Beroza
Denoising and filtering are widely used in routine seismic-data-processing to improve the signal-to-noise ratio (SNR) of recorded signals and by doing so to improve subsequent anal…