Ian W. McBrearty

Earthquake Location and Magnitude Estimation with Graph Neural Networks

2022 · arXiv (Cornell University)

We solve the traditional problems of earthquake location and magnitude estimation through a supervised learning approach, where we train a Graph Neural Network to predict estimates directly from input pick data, and each input allows …