Discrete regularization and convergence of the inverse problem for 1+1 dimensional wave equation
Jussi Korpela, Matti Lassas, Lauri Oksanen

TL;DR
This paper introduces a discrete regularization method for solving the inverse boundary value problem of the 1+1 dimensional wave equation, enabling the recovery of wave speed from boundary data with quantifiable error bounds.
Contribution
It proposes a novel discrete regularization strategy for the inverse wave problem and establishes convergence with explicit error estimates.
Findings
Achieved a Hölder-type stability estimate for wave speed reconstruction.
Developed a regularization method applicable to noisy boundary data.
Provided theoretical guarantees for the convergence of the approximation.
Abstract
An inverse boundary value problem for the 1+1 dimensional wave equation is considered. We give a discrete regularization strategy to recover wave speed when we are given the boundary value of the wave, , that is produced by a single pulse-like source. The regularization strategy gives an approximative wave speed , satisfying a H\"older type estimate , where is the noise level.
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.
