EQTransformer

Mousavi, S. M., Ellsworth, W. L., Zhu, W., Chuang, L. Y., & Beroza, G. C. (2020). Earthquake transformer—an attentive deep-learning model for simultaneous earthquake detection and phase picking. Nat. Commun., 11(1), 3952, doi:10.1038/s41467-020-17591-w.

Installation

The installation instructions for EQTransformer are found here.

The installation in Artemisa was done using venv:

$ git clone -b master https://git.csic.es/seismicai/eqtransformer.git
$ cd eqtransformer

$ python3 -m venv .venv
$ source .venv/bin/activate
$ pip install --upgrade pip
$ pip install tensorflow "h5py<3.0.0"
$ pip install EQTransformer -U

When installing TensorFlow it is important that the version of the required package h5py is smaller than 3. Higher versions are not compatible with EQTransformer.

Run

How to run in Linux/macOS.

How to run on Artemisa

Output

Output files