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Open AccessJournal ArticleDOI

Carleman estimates for global uniqueness, stability and numerical methods for coefficient inverse problems

Michael V. Klibanov
- 01 Aug 2013 - 
- Vol. 21, Iss: 4, pp 477-560
TLDR
A review paper of the role of Carleman estimates in the theory of multidimensional Coefficient Inverse Problems since the first inception of this idea in 1981 is given in this article.
Abstract
This is a review paper of the role of Carleman estimates in the theory of Multidimensional Coefficient Inverse Problems since the first inception of this idea in 1981.

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Citations
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Journal ArticleDOI

Phaseless Inverse Scattering Problems in Three Dimensions

TL;DR: Three-dimensional inverse scattering problems in the frequency domain are considered in the case when only the modulus of the scattered field is given, while the phase is unknown and uniqueness theorems are proved.
Journal ArticleDOI

Carleman estimates for the regularization of ill-posed Cauchy problems

TL;DR: A survey of results for ill-posed Cauchy problems for PDEs of the author with co-authors starting from 1991 can be found in this article, where a universal method of the regularization of these problems is presented.
Journal ArticleDOI

Carleman weight functions for a globally convergent numerical method for ill-posed Cauchy problems for some quasilinear PDEs

TL;DR: In this paper, the existence of the regularized solution (i.e. the minimizer) is proved rather than assumed for ill-posed Cauchy problems, and numerical results are presented for the case of a 1-D quasilinear parabolic PDE with the lateral data given on one edge of the interval (0, 1).
Journal ArticleDOI

Convexification of restricted Dirichlet-to-Neumann map

TL;DR: In this paper, the restricted Dirichlet-to-Neumann map (DN) is defined and a new numerical concept for CIPs with restricted DN data for a broad class of PDEs of the second order, e.g. elliptic, parabolic and hyperbolic ones.
Journal ArticleDOI

Electrical Impedance Tomography with Restricted Dirichlet-to-Neumann Map Data

TL;DR: In this article, a new numerical method was proposed to reconstruct the isotropic electrical conductivity from measured restricted Dirichlet-to-Neumann map data in electrical impedance tomography (EIT) model.
References
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Book

Linear and Quasilinear Equations of Parabolic Type

TL;DR: In this article, the authors considered a hyperbolic parabolic singular perturbation problem for a quasilinear equation of kirchhoff type and obtained parameter dependent time decay estimates of the difference between the solutions of the solution of a quasi-linear parabolic equation and the corresponding linear parabolic equations.
Book

Regularization of Inverse Problems

TL;DR: Inverse problems have been studied in this article, where Tikhonov regularization of nonlinear problems has been applied to weighted polynomial minimization problems, and the Conjugate Gradient Method has been used for numerical realization.