SeismoML: generative models for deep learning-accelerated Bayesian inference of seismic events

This is the repository for the papers "Accelerating Bayesian microseismic event location with deep learning" by A. Spurio Mancini et al., and "Towards fast machine-learning-assisted Bayesian posterior inference of microseismic event location and source mechanism" by Piras et al. Please open each respective folder for more information.