Inverse problems: seeing the unseen

G Uhlmann - Bulletin of Mathematical Sciences, 2014 - Springer
This survey article deals mainly with two inverse problems and the relation between them.
The first inverse problem we consider is whether one can determine the electrical …

[KNIHA][B] Inverse problems for partial differential equations

V Isakov - 2006 - Springer
In this chapter, we are interested in finding coefficients of the second-order hyperbolic
operator:(8.0. 1) a0∂ 2 t u+ Au= f in Q= Ω×(0, T) given the initial data (8.0. 2) u= u0,∂ tu= u1 …

Near-optimal perfectly matched layers for indefinite Helmholtz problems

V Druskin, S Güttel, L Knizhnerman - siam REVIEW, 2016 - SIAM
A new construction of an absorbing boundary condition for indefinite Helmholtz problems on
unbounded domains is presented. This construction is based on a near-best uniform rational …

Untangling the nonlinearity in inverse scattering with data-driven reduced order models

L Borcea, V Druskin, AV Mamonov… - Inverse Problems, 2018 - iopscience.iop.org
The motivation of this work is an inverse problem for the acoustic wave equation, where an
array of sensors probes an unknown medium with pulses and measures the scattered …

Less is often more: Applied inverse problems using hp-forward models

D Smyl, D Liu - Journal of Computational Physics, 2019 - Elsevier
To solve an applied inverse problem, a numerical forward model for the problem's physics is
required. Commonly, the finite element method is employed with discretizations consisting of …

Direct, nonlinear inversion algorithm for hyperbolic problems via projection-based model reduction

V Druskin, AV Mamonov, AE Thaler… - SIAM Journal on Imaging …, 2016 - SIAM
We estimate the wave speed in the acoustic wave equation from boundary measurements
by constructing a reduced-order model (ROM) matching discrete time-domain data. The …

Lippmann–Schwinger–Lanczos algorithm for inverse scattering problems

V Druskin, S Moskow, M Zaslavsky - Inverse Problems, 2021 - iopscience.iop.org
Data-driven reduced order models (ROMs) are combined with the Lippmann–Schwinger
integral equation to produce a direct nonlinear inversion method. The ROM is viewed as a …

A nonlinear method for imaging with acoustic waves via reduced order model backprojection

V Druskin, AV Mamonov, M Zaslavsky - SIAM Journal on Imaging Sciences, 2018 - SIAM
We introduce a novel nonlinear imaging method for the acoustic wave equation based on
data-driven model order reduction. The objective is to image the discontinuities of the …

Robust nonlinear processing of active array data in inverse scattering via truncated reduced order models

L Borcea, V Druskin, AV Mamonov… - Journal of Computational …, 2019 - Elsevier
We introduce a novel algorithm for nonlinear processing of data gathered by an active array
of sensors which probes a medium with pulses and measures the resulting waves. The …

Resolution-controlled conductivity discretization in electrical impedance tomography

R Winkler, A Rieder - SIAM Journal on Imaging Sciences, 2014 - SIAM
This work contributes to the numerical solution of the inverse problem of determining an
isotropic conductivity from boundary measurements, known as electrical impedance …