Early-warning inverse source problem for the elasto-gravitational equations
Lorenzo Baldassari, Maarten V. de Hoop, Elisa Francini, Sergio, Vessella

TL;DR
This paper investigates an early-warning inverse source problem for elasto-gravitational equations, proving uniqueness and stability in recovering source details from early gravitational measurements, relevant for earthquake warning systems.
Contribution
It introduces a novel inverse problem framework for coupled hyperbolic-elliptic PDEs and establishes theoretical guarantees for source reconstruction under the Cowling approximation.
Findings
Proved uniqueness of source recovery from early gravitational data
Established Lipschitz stability for the inverse problem
Motivated by applications in gravity-based earthquake early warning
Abstract
Through coupled physics, we study an early-warning inverse source problem for the elasto-gravitational equations. It consists of a mixed hyperbolic-elliptic system of partial differential equations describing elastic wave displacement and gravity perturbations produced by a source in a homogeneous bounded medium. Within the Cowling approximation, we prove uniqueness and Lipschitz stability for the inverse problem of recovering the moment tensor and the location of the source from early-time measurements of the changes of the gravitational field. The setup studied in this paper is motivated by gravity-based earthquake early warning systems, which are gaining much attention recently.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsNumerical methods in inverse problems · Seismic Imaging and Inversion Techniques
