Solving-full-wave-nonlinear-inverse-scattering-problems-with-back-propagation-scheme
Inverse Scattering Solver
This Matlab code solves inverse scattering problems using convolutional neural networks with back-propagation scheme.
This Matlab code is used to solve inverse scattering problem with convolutional neural network by BPS.
50 stars
3 watching
16 forks
Language: MATLAB
last commit: almost 3 years ago
Linked from 1 awesome list
uhub/awesome-matlabRelated projects:
| Repository | Description | Stars |
|---|---|---|
 jnagy1/irtools | A collection of iterative regularization methods and large-scale test problems for linear inverse problems. | 88 |
 ethz-adrl/ifopt | An Eigen-based C++ interface to nonlinear programming solvers | 790 |
 biomedical-imaging-group/globalbioim | A Matlab framework for solving inverse problems in computational imaging | 80 |
 clarkzinzow/nonlinear-optimization-algorithms | MATLAB implementations of various nonlinear programming algorithms for optimization and minimization tasks | 166 |
 lanl/scico | A software package for solving inverse problems in scientific imaging applications. | 107 |
 kien-vu/path-selection-and-rate-allocation-in-self-backhauled-mmwave-networks | A Matlab code package for simulating and optimizing path selection and rate allocation in 5G networks with high reliability and low latency | 39 |
 gboehl/econpizza | A framework to solve and simulate nonlinear macroeconomic models with heterogeneous agents using automatic differentiation | 79 |
 edouardoyallon/pyscatwave | A software package implementing a deep learning-based image feature extraction technique using the scattering transform | 298 |
 jakobsj/airtoolsii | A MATLAB toolbox providing efficient algorithms for solving inverse problems in imaging and other fields | 79 |
 brianborchers/peip | MATLAB code for parameter estimation and inverse problems exercises | 99 |
 fancompute/wavetorch | A Python package for solving the wave equation using recurrent neural networks and automatic differentiation. | 518 |
 ovcharenkoo/waveprop_in_matlab | Simplistic implementation of wave propagation in 2D and 3D using finite-differences | 103 |
 pawbz/geophyinv.jl | Provides tools for solving geophysical models and inverse problems using computational methods | 30 |
 philmain28/philsol | A Python library for calculating the modes of electromagnetic waveguides using finite difference frequency domain method. | 36 |
 caiostringari/deepwaves | Develops deep neural networks to classify active wave breaking events | 17 |