Solving-full-wave-nonlinear-inverse-scattering-problems-with-back-propagation-scheme
Inverse Scattering Solver
Solving inverse scattering problems with a convolutional neural network using back-propagation scheme
This Matlab code is used to solve inverse scattering problem with convolutional neural network by BPS.
49 stars
3 watching
16 forks
Language: MATLAB
last commit: over 2 years ago
Linked from 1 awesome list
Related 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 | 788 |
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 | 78 |
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 | 98 |
fancompute/wavetorch | A Python package for solving the wave equation using recurrent neural networks and automatic differentiation. | 518 |
ovcharenkoo/waveprop_in_matlab | A MATLAB implementation of wave propagation using finite-differences in time domain. | 101 |
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. | 33 |
caiostringari/deepwaves | Develops deep neural networks to classify active wave breaking events | 17 |