Reinforced inverse scattering

Artificial neural networks and deep learning (68T07) Wave scattering in solid mechanics (74J20) Inverse problems (including inverse scattering) in optics and electromagnetic theory (78A46)

Cites Work

Inverse acoustic and electromagnetic scattering theory.
\({\mathcal Q}\)-learning
Inverse acoustic obstacle scattering problems using multifrequency measurements
On an artificial neural network for inverse scattering problems
Solving inverse wave scattering with deep learning
Inverse scattering by a continuation method with initial guesses from a direct imaging algorithm
New stability estimates for the inverse acoustic inhomogeneous medium problem and applications
Sensitivity analysis of an inverse problem for the wave equation with caustics
Fourier method for recovering acoustic sources from multi-frequency far-field data
Data-driven inversion/depth imaging derived from approximations to one-dimensional inverse acoustic scattering
On the stability of an inverse problem for the wave equation
Mathematical problems in radar inverse scattering
Inverse scattering via Heisenberg's uncertainty principle
Inverse scattering series and seismic exploration
Levenberg–Marquardt level set methods for inverse obstacle problems
Inverse Scattering Via Virtual Experiments and Contrast Source Regularization
SwitchNet: A Neural Network Model for Forward and Inverse Scattering Problems
Inverse Obstacle Scattering in Two Dimensions with Multiple Frequency Data and Multiple Angles of Incidence
High Resolution Inverse Scattering in Two Dimensions Using Recursive Linearization
The numerical realization of the probe method for the inverse scattering problems from the near-field data
On the robustness of inverse scattering for penetrable, homogeneous objects with complicated boundary
The linear sampling method and the MUSIC algorithm

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