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Inverse kinematic problem in 2d medical acoustic travel-time tomography Full article

Journal Computational Mathematics and Modeling
ISSN: 1046-283X
Output data Year: 2026, DOI: 10.1007/s10598-026-09724-5
Tags Inverse problem · Eikonal equation · Kinematic · Travel-time tomography · Optimization · Accelerated gradient method · Adaptive relaxation of steps
Authors Dudar Maxim 1,2 , Shishlenin Maxim 1,2
Affiliations
1 Institute of Computational Mathematics and Mathematical Geophysics, Lavrentieva Street, 6, 630090, Novosibirsk, Russian Federation
2 Sobolev Institute of Mathematics, pr. ac. Koptyuga, 4, 630090, Novosibirsk, Russian Federation

Funding (1)

1 Russian Science Foundation 25-61-00027

Abstract: In this work, the inverse problem of reconstructing the squared slowness function in the two-dimensional eikonal equation has been developed and numerically investigated. The inverse problem is reduced to the minimization of a travel-time misfit functional by gradient method and employs the Fast Marching Method for an efficient solution of the direct eikonal problem. A gradient of the functional is calculated by direct and adjoint problems, enabling the computational cost of the gradient comparable to that of a single direct solve. Numerical experiments on synthetic models which parameters are close to the human body with inclusions show that the method can accurately recover the spatial structure and contrast of the slowness distribution under different grid resolutions and source configurations. A comparative analysis of simple gradient and heavy ball method has shown that the use of adaptive relaxation of steps accelerates the convergence of gradient methods, including accelerated gradient methods.
Cite: Dudar M. , Shishlenin M.
Inverse kinematic problem in 2d medical acoustic travel-time tomography
Computational Mathematics and Modeling. 2026. DOI: 10.1007/s10598-026-09724-5 Scopus OpenAlex
Dates:
Submitted: Mar 10, 2026
Accepted: May 26, 2026
Published online: Jun 16, 2026
Identifiers:
≡ Scopus: 2-s2.0-105041947348
≡ OpenAlex: W7164971967
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