Toward fully physics based probabilistic seismic hazard assessment using physics informed neural networks

Project Information

TerraPINN

Grant agreement ID: 101027079

DOI

10.3030/101027079

Project terminated on 19 January 2024

EC signature date 16 March 2021

Start date 1 March 2022

End date 29 February 2024

Funded under

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Total cost

€ 224 933,76

EU contribution

€ 224 933,76

Coordinated by

THE CHANCELLOR, MASTERS AND SCHOLARS OF THE UNIVERSITY OF OXFORD
United Kingdom

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

Peer reviewed articles (3)

Bayesian eikonal tomography using Gaussian processes

Author(s): Muir, J
Published in: Seismica, Issue 2, 2023, ISSN 2816-9387
Publisher: Seismica
DOI: 10.26443/seismica.v2i2.388

False positives are common in single-station template matching

Author(s): Muir, JB; Fernando, B; Barrett, E
Published in: Seismica, Issue 2, 2023, ISSN 2816-9387
Publisher: Seismica
DOI: 10.26443/seismica.v2i2.385

A deep Gaussian process model for seismicity background rates

Author(s): Jack B Muir; Zachary E Ross
Published in: Geophysical Journal International, Issue 234, 2023, ISSN 1365-246X
Publisher: Oxford University Press
DOI: 10.1093/gji/ggad074