1 citations · 2 across the 2 of their papers we have counts for
2 papers
physics.geo-ph2024★ 1 cited
EarthquakeNPP: A Benchmark for Earthquake Forecasting with Neural Point Processes
Samuel Stockman, Daniel Lawson, Maximilian Werner
For decades, classical point process models, such as the epidemic-type aftershock sequence (ETAS) model, have been widely used for forecasting the event times and locations of eart…
stat.AP2024★ 1 cited
SB-ETAS: using simulation based inference for scalable, likelihood-free inference for the ETAS model of earthquake occurrences
Samuel Stockman, Daniel J. Lawson, Maximilian J. Werner
Performing Bayesian inference for the Epidemic-Type Aftershock Sequence (ETAS) model of earthquakes typically requires MCMC sampling using the likelihood function or estimating the…