Inverse Problems

Papers
(The H4-Index of Inverse Problems is 20. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-04-01 to 2024-04-01.)
ArticleCitations
NETT: solving inverse problems with deep neural networks117
Computed tomography reconstruction using deep image prior and learned reconstruction methods96
Recovering piecewise constant refractive indices by a single far-field pattern37
Bilevel optimization, deep learning and fractional Laplacian regularization with applications in tomography36
The D-bar method for electrical impedance tomography—demystified33
Convexification and experimental data for a 3D inverse scattering problem with the moving point source33
The bound-state soliton solutions of the complex modified KdV equation27
ℓ 1 − αℓ 2 minimization methods for signal and image reconstruction with impulsive noise removal27
On a local geometric property of the generalized elastic transmission eigenfunctions and application25
Nonlocal robust tensor recovery with nonconvex regularization *25
Numerical solution of inverse problems by weak adversarial networks24
Optimal experimental design for infinite-dimensional Bayesian inverse problems governed by PDEs: a review24
Higher-order total variation approaches and generalisations24
Inverse problems for generalized quasi-variational inequalities with application to elliptic mixed boundary value systems24
Non-unique games over compact groups and orientation estimation in cryo-EM23
Stable determination of polygonal inclusions in Calderón’s problem by a single partial boundary measurement22
Classification of stroke using neural networks in electrical impedance tomography21
The inverse problem of reconstructing reaction–diffusion systems20
Convexification for an inverse parabolic problem20
Stability for inverse source problems by Carleman estimates20
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