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This paper presents a fast and robust numerical method for reconstructing point-like sources in the time-harmonic Maxwell's equations given Cauchy data at a fixed frequency. This is an electromagnetic inverse source problem with broad…

数值分析 · 数学 2024-12-17 Isaac Harris , Thu Le , Dinh-Liem Nguyen

Recovering a low-complexity signal from its noisy observations by regularization methods is a cornerstone of inverse problems and compressed sensing. Stable recovery ensures that the original signal can be approximated linearly by optimal…

最优化与控制 · 数学 2025-05-30 Tran T. A. Nghia , Huy N. Pham , Nghia V. Vo

We explore the possibility for using boundary measurements to recover a sparse source term f(x) in the potential equation. Employing weighted sparsity regularization and standard results for subgradients, we derive simple-to-check criteria…

最优化与控制 · 数学 2023-11-06 Ole Løseth Elvetun , Bjørn Fredrik Nielsen

We consider the problem of recovering a structured signal $\mathbf{x} \in \mathbb{R}^{n}$ from noisy linear observations $\mathbf{y} =\mathbf{M} \mathbf{x}+\mathbf{w}$. The measurement matrix is modeled as $\mathbf{M} =…

信息论 · 计算机科学 2021-11-02 Alireza Naderi , Yaniv Plan

Hysteresis is a nonlinear phenomenon with memory effects, where a system's output depends on both its current state and past states. It is prevalent in various physical and mechanical systems, such as yielding structures under seismic…

计算工程、金融与科学 · 计算机科学 2026-04-03 Siyuan Yang , Wei Liu , Zhilu Lai

This article addresses the inverse problem of simultaneously recovering both the wave speed coefficient and an unknown initial condition (acting as the source) for the multidimensional wave equation from a single passive boundary…

偏微分方程分析 · 数学 2025-07-29 Yavar Kian , Hongyu Liu

We develop a computational approach to locate the source of a steady-state gradient of diffusing particles from the fluxes through narrow windows distributed either on the boundary of a three dimensional half-space or on a sphere. This…

统计力学 · 物理学 2020-01-07 U. Dobramysl , D. Holcman

The dynamical sampling problem is centered around reconstructing signals that evolve over time according to a dynamical process, from spatial-temporal samples that may be noisy. This topic has been thoroughly explored for one-dimensional…

信号处理 · 电气工程与系统科学 2025-02-06 Yisen Wang , Hanqin Cai , Longxiu Huang

We study the classical problem of recovering a multidimensional source signal from observations of nonlinear mixtures of this signal. We show that this recovery is possible (up to a permutation and monotone scaling of the source's original…

机器学习 · 统计学 2023-01-18 Alexander Schell , Harald Oberhauser

We propose a deterministic-statistical method for an inverse source problem using multiple frequency limited aperture far field data. The direct sampling method is used to obtain a disc such that it contains the compact support of the…

数值分析 · 数学 2022-09-20 Yanfang Liu , Zhizhang Wu , Jiguang Sun , Zhiwen Zhang

We consider an inverse problem for the linear one-dimensional wave equation with variable coefficients consisting in determining an unknown source term from a boundary observation. A method to obtain approximations of this inverse problem…

数值分析 · 数学 2025-01-22 Carlos Castro , Sorin Micu

We consider the following inverse problem: Suppose a $(1+1)$-dimensional wave equation on $\mathbb{R}_+$ with zero initial conditions is excited with a Neumann boundary data modelled as a white noise process. Given also the Dirichlet data…

偏微分方程分析 · 数学 2026-01-19 Emilia L. K. Blåsten , Tapio Helin , Antti Kujanpää , Lauri Oksanen , Jesse Railo

We consider an inverse source problem in the stationary radiative transport through an absorbing and scattering medium in two dimensions. Using the angularly resolved radiation measured on an arc of the boundary, we propose a numerical…

数值分析 · 数学 2023-06-08 Hiroshi Fujiwara , Kamran Sadiq , Alexandru Tamasan

In this paper we consider the nonlinear inverse problem of phase retrieval in the context of dynamical sampling. Where phase retrieval deals with the recovery of signals & images from phaseless measurements, dynamical sampling was…

数值分析 · 数学 2021-02-02 Robert Beinert , Marzieh Hasannasab

This paper considers the inverse problem of recovering state-dependent source terms in a reaction-diffusion system from overposed data consisting of the values of the state variables either at a fixed finite time (census-type data) or a…

数值分析 · 数学 2020-08-26 Barbara Kaltenbacher , William Rundell

The inverse problem of reconstructing a source term from boundary measurements, for the wave equation, is revisited. We propose a novel approach to recover the unknown source through measuring the wave fields after injecting small…

偏微分方程分析 · 数学 2021-12-03 Mourad Sini , Haibing Wang

High dimensional random dynamical systems are ubiquitous, including -- but not limited to -- cyber-physical systems, daily return on different stocks of S&P 1500 and velocity profile of interacting particle systems around McKeanVlasov…

统计理论 · 数学 2023-10-17 Muhammad Abdullah Naeem , Amir Khazraei , Miroslav Pajic

This paper is concerned with the inverse problem to recover the scalar, complex-valued refractive index of a medium from measurements of scattered time-harmonic electromagnetic waves at a fixed frequency. The main results are two…

数值分析 · 数学 2017-02-09 Frederic Weidling , Thorsten Hohage

Dealing with the inverse source problem for the scalar wave equation, we have shown recently that we can reconstruct the space-time dependent source function from the measurement of the wave, collected at a single point $x$ for a large…

偏微分方程分析 · 数学 2023-11-15 Soumen Senapati , Mourad Sini , Haibing Wang

This paper is concerned with an inverse wavenumber/frequency-dependent source problem for the Helmholtz equation. In two and three dimensions, the unknown source term is supposed to be compactly supported in spatial variables but…

数值分析 · 数学 2024-04-02 Mengjie Zhao , Suliang Si , Guanghui Hu