3 papers
cs.LG2024
Time Series Foundation Models and Deep Learning Architectures for Earthquake Temporal and Spatial Nowcasting
Alireza Jafari, Geoffrey Fox, John B. Rundle +2
Advancing the capabilities of earthquake nowcasting, the real-time forecasting of seismic activities remains a crucial and enduring objective aimed at reducing casualties. This mul…
physics.geo-ph2024
Nowcasting Earthquakes with QuakeGPT: Methods and First Results
John B. Rundle, Geoffrey Fox, Andrea Donnellan +1
Earthquake nowcasting has been proposed as a means of tracking the change in large earthquake potential in a seismically active area. The method was developed using observable seis…
physics.geo-ph2022
Does the Catalog of California Earthquakes, with Aftershocks Included, Contain Information about Future Large Earthquakes?
John B. Rundle, Andrea Donnellan, Geoffrey Fox +2
Yes. Interval statistics have been used to conclude that major earthquakes are random events in time and cannot be anticipated or predicted. Machine learning is a powerful new tech…