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…