Numerical solutions to an inverse problem for a non-linear Helmholtz equation
Q. T. Le Gia, H. N. Mhaskar

TL;DR
This paper develops numerical methods to solve an inverse problem for a nonlinear Helmholtz equation in a spherical shell, aiming to recover the nonlinear term from known solution data at multiple points.
Contribution
It introduces a novel numerical approach to determine the nonlinear term's Chebyshev coefficients from solution data in a spherical geometry.
Findings
Successful reconstruction of the nonlinear term from data
Demonstration of the method's accuracy and stability
Application to spherical shell problems
Abstract
In this work, we construct numerical solutions to an inverse problem of a nonlinear Helmholtz equation defined in a spherical shell between two concentric spheres centered at the origin.Assuming that the values of the forward problem are known at sufficiently many points, we would like to determine the form of the non-linear term on the right-hand side of the equation via its Chebyshev coefficients.
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 · Advanced Mathematical Modeling in Engineering · Composite Material Mechanics
