AleksandarHaber / Machine-Learning-and-System-Identification-for-Adaptive-OpticsLinks
This project deals with system identification and machine learning of large-scale deformable mirrors used in adaptive optics. I have submitted two papers that deal with this important problem. The approaches can be generalized two other problems of estimating large-scale system with the dynamics described by partial differential equations.
☆20Updated 8 months ago
Alternatives and similar repositories for Machine-Learning-and-System-Identification-for-Adaptive-Optics
Users that are interested in Machine-Learning-and-System-Identification-for-Adaptive-Optics are comparing it to the libraries listed below
Sorting:
- python orbital angular momentum codes☆13Updated 4 years ago
- Beam propagation method (BPM) for photonic integrated circuits (PIC), implemented in MATLAB with finite-differences in 2D. Includes slab …☆12Updated 3 years ago
- monte-carlo-mie-scattering-polydisperse-particles☆22Updated 2 years ago
- Optical Transfer Matrix Solver☆44Updated 4 years ago
- 2D and 3D scalar finite-difference frequency-domain solver of the scattering matrix with the recursive Green's function method.☆16Updated 3 years ago
- This is the shared package to simulate pulse propagation in a solid-core fiber with GMMNLSE/MM-UPPE☆47Updated 2 months ago
- 2D multi-source electromagnetic simulations in frequency domain, implementing the augmented partial factorization (APF) and other methods…☆43Updated last year
- Solves the GMMNLSE in MATLAB for pulse propagation in multimode fiber, with an efficient GPU implementation☆60Updated 6 years ago
- Numerical simulation tool for propagating the scalar electric field in optically guiding structures☆60Updated last year
- ☆20Updated 5 years ago
- An electromagnetic simulation tool programmed in Matlab by using the method Rigorous Coupled-Wave analysis (RCWA)☆20Updated 10 years ago
- ☆61Updated 3 years ago
- An electromagnetic simulation tool programmed in Matlab by using the method Rigorous Coupled-Wave analysis (RCWA)☆16Updated 2 years ago
- Computing the Bandgap of a 2D Photonic Crystal by COMSOL-MATLAB Scripting☆57Updated 7 years ago
- Computes eigen frequencies in a 2D micro-cavity☆10Updated 4 years ago
- Wave-transfer matrix and scattering matrix toolbox. Can be used for simple calculation of wave-transfer matrix or scattering matrix of mu…☆15Updated 4 years ago
- Meta_SCMT is a software to inverse design large-area dielectric metasurface. The key factor that differentiates the Meta_SCMT from curren…☆47Updated 2 years ago
- Topological Invariant Calculation for Photonic Crystals Including Chern Number and Wilson Loop☆14Updated last year
- Monte Carlo simulation program for optical microscopy. Based on Lihong Wang, Steven L. Jacques, Liqiong Zheng, MCML—Monte Carlo modeling …☆11Updated 9 years ago
- This repository hosts a simple demonstration of a deep learning approach for the inverse design of patch antennas. The goal is to explore…☆129Updated last year
- ☆33Updated 4 years ago
- simulate light through weakly-guiding waveguides using the finite-differences beam propagation method☆14Updated last year
- Optical Transfer Matrix Solver with index dispersion☆27Updated 4 years ago
- Electrostatic and Electromagnetic wave propagation simulations with FEM: EM field, TE & TM modes of a circular waveguide, scattering of a…☆51Updated 4 years ago
- CELES: CUDA-accelerated electromagnetic scattering by large ensembles of spheres☆62Updated 2 years ago
- Solving nonlinear Schrodinger equation using split step Fourier method with 4th order R-K☆25Updated 3 years ago
- Time-Reversal Algorithm with Finite-Difference Time-Domain Method☆40Updated 3 years ago
- Computes effective mode in a 2D wave guide☆37Updated 4 years ago
- MATLAB-based solver package of Maxwell's equations by the FDFD method☆118Updated 8 months ago
- Phase Screen Models for Characterizing the Deep Turbulence effects on long distance laser beam propagation.☆26Updated 4 years ago