NANAMay 1

A variational approach to estimating the state of a magma reservoir from observed displacement

arXiv:2605.0040947.9
AI Analysis

For volcanologists, this provides a new computational tool for inferring subsurface magma dynamics from surface data, though the approach is incremental.

The paper proposes a variational method to estimate magma reservoir state from observed volcano surface displacement, solving a highly ill-conditioned linear system via high-precision arithmetic.

We propose a numerical procedure to solve an inverse problem that estimates the state of a magma reservoir from observed surface displacement of a volcano. Our variational approach aims to find the minimizer of a cost function consisting of a norm concerning both data and derivative, which evaluates the misfit between the estimated and observed displacement. The extremal of the cost function leads to a linear system, to find the stress distribution on the reservoir surface, has very high condition number, but it is feasible to get appropriate solution by using high precision arithmetic.

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