Detection of Hermitian connections in wave equations with cubic non-linearity
Xi Chen, Matti Lassas, Lauri Oksanen, Gabriel P. Paternain

TL;DR
This paper addresses the inverse problem of recovering a Hermitian connection in a cubic wave equation using microlocal analysis and a novel non-abelian broken light ray transform, with applications to Yang-Mills-Higgs equations.
Contribution
It introduces a new approach based on principal symbols and a non-abelian broken light ray transform to solve the inverse problem for nonlinear wave equations.
Findings
Successful recovery of Hermitian connections from source-to-solution maps
Development of a microlocal analysis method for nonlinear wave interactions
Introduction of a non-abelian broken light ray transform inversion technique
Abstract
We consider the geometric non-linear inverse problem of recovering a Hermitian connection from the source-to-solution map of the cubic wave equation , where and is the connection wave operator in the Minkowski space . The equation arises naturally when considering the Yang-Mills-Higgs equations with Mexican hat type potentials. Our proof exploits the microlocal analysis of nonlinear wave interactions, but instead of employing information contained in the geometry of the wave front sets as in previous literature, we study the principal symbols of waves generated by suitable interactions. Moreover, our approach relies on inversion of a novel non-abelian broken light ray transform.
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
TopicsSeismic Imaging and Inversion Techniques · Numerical methods in inverse problems · Mathematical Analysis and Transform Methods
