Deep learning architectures for nonlinear operator functions and nonlinear inverse problems

MV de Hoop, M Lassas, CA Wong - Mathematical Statistics and Learning, 2022 - ems.press
We develop a theoretical analysis for special neural network architectures, termed operator
recurrent neural networks, for approximating nonlinear functions whose inputs are linear …

Recovery of a smooth metric via wave field and coordinate transformation reconstruction

MV de Hoop, P Kepley, L Oksanen - SIAM Journal on Applied Mathematics, 2018 - SIAM
In this paper, we study the inverse boundary value problem for the wave equation with a
view towards an explicit reconstruction procedure. We consider both the anisotropic problem …

On the factorization method for a far field inverse scattering problem in the time domain

F Cakoni, H Haddar, A Lechleiter - SIAM journal on mathematical analysis, 2019 - SIAM
We develop a factorization method to obtain an explicit characterization of a (possibly
nonconvex) Dirichlet scattering object from measurements of time-dependent causal …

Numerical testing in determination of sound speed from a part of boundary by the BC-method

MI Belishev, IB Ivanov, IV Kubyshkin… - Journal of Inverse and …, 2016 - degruyter.com
We present the results of numerical testing on determination of the sound speed c in the
acoustic equation u tt-c 2Δ u= 0 by the boundary control method. The inverse data is a …

A time domain sampling method for inverse acoustic scattering problems

Y Guo, D Hömberg, G Hu, J Li, H Liu - Journal of Computational Physics, 2016 - Elsevier
This work concerns the inverse scattering problems of imaging unknown/inaccessible
scatterers by transient acoustic near-field measurements. Based on the analysis of the …

Linearized boundary control method for density reconstruction in acoustic wave equations

L Oksanen, T Yang, Y Yang - Inverse Problems, 2024 - iopscience.iop.org
We develop a linearized boundary control method for the inverse boundary value problem of
determining a density in the acoustic wave equation. The objective is to reconstruct an …

Determination of a Riemannian manifold from the distance difference functions

M Lassas, T Saksala - arxiv preprint arxiv:1510.06157, 2015 - arxiv.org
Let $(N, g) $ be a Riemannian manifold with the distance function $ d (x, y) $ and an open
subset $ M\subset N $. For $ x\in M $ we denote by $ D_x $ the distance difference function …

An inverse obstacle problem for the wave equation in a finite time domain

L Bourgeois, D Ponomarev, J Dardé - Inverse Problems and Imaging, 2019 - hal.science
We consider an inverse obstacle problem for the acoustic transient wave equation. More
precisely, we wish to reconstruct an obstacle characterized by a Dirichlet boundary condition …

Direct sampling method for solving the inverse acoustic wave scattering problems in the time domain

H Guo, J Huang, Z Li - Computers & Mathematics with Applications, 2025 - Elsevier
Based on the direct sampling method, this paper solves the inverse acoustic wave scattering
problem from the transient scattered field. Two indicator functions can be obtained to …

On the construction of virtual interior point source travel time distances from the hyperbolic Neumann-to-Dirichlet map

MV de Hoop, P Kepley, L Oksanen - SIAM Journal on Applied Mathematics, 2016 - SIAM
We introduce a new algorithm to construct travel time distances between a point in the
interior of a Riemannian manifold and points on the boundary of the manifold, and describe …