Project Details
Projekt
Parametric and nonparametric modelling of spatiotemporal change patterns in seismicity using Hawkes processes (B04)
Subject Area
Mathematics
Term
since 2017
Project identifier
Deutsche Forschungsgemeinschaft (DFG) - Project number 318763901
The proposed project deals with the detection of change patterns in a spatiotemporal model for earthquake occurrences. For this aim the model GP-ETAS, which has been developed in the first funding period and combines the Hawkes process model ETAS with Gaussian process modeling, will be extended by allowing for the occurrence of various types of nonstationary behavior of seismicity and will finally be generalized from a semi-parametric towards a fully non-parametric model.
DFG Programme
Collaborative Research Centres
Applicant Institution
Universität Potsdam
Project Heads
Professor Dr. Matthias Holschneider; Professor Dr.-Ing. Sebastian Reich, until 6/2021; Professor Dr. Gert Zöller
