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.
☆21Apr 10, 2026Updated 6 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Coherent Cobination Propagation and Modeling☆10Jul 23, 2020Updated 6 years ago
- Phase Screen Models for Characterizing the Deep Turbulence effects on long distance laser beam propagation.☆26Feb 12, 2021Updated 5 years ago
- Open-source Gymnasium environment for reinforcement-learning control of wavefront-sensorless adaptive optics in optical satellite communi…☆19Jan 18, 2024Updated 2 years ago
- In free-space optical communication, the propagation of a laser beam through the atmosphere causes wavefront distortions that decrease th…☆18Jun 5, 2023Updated 3 years ago
- daoSPIM microscope project: software and hardware☆12Jul 6, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆49Apr 10, 2026Updated 6 months ago
- Numerical modeling of mode locked fiber laser using saturable absorber☆18Apr 23, 2021Updated 5 years ago
- A closed-loop sensorbased adaptive optics and remote focusing control software that works with a deformable mirror and a Shack-Hartmann w…☆16Mar 14, 2022Updated 4 years ago
- 本代码包(ABCDRez)是基于MATLAB语言的激光光束传输(Laser Beam Propagation)及激光谐振腔仿真(Laser Resonator Simulation)代码包。文章使用高斯光束(Gaussian Beam)描述激光,简单介绍了热效应(Therm…☆19Jul 27, 2024Updated 2 years ago
- Matlab scripts for adaptive optics (AO); most of it is related to SHWFS (Shack-Hartmann Wavefront Sensors)☆20Dec 25, 2014Updated 11 years ago
- Object-Oriented, Matlab & Adaptive Optics☆93Dec 3, 2019Updated 6 years ago
- Simulation code for "Tractable Approach to MmWaves Cellular Analysis With FSO Backhauling Under Feedback Delay and Hardware Limitations,"…☆13Jun 4, 2021Updated 5 years ago
- ☆18Apr 25, 2020Updated 6 years ago
- We implemented a solution of the Linear Quadratic Regulator (LQR) Optimal Control problem in C++. We use the Newton method to solve the R…☆32Apr 10, 2026Updated 6 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- AleksandarHaber / Low-Cost-Brain-Computer-Interface-by-Using-OpenBCI-Cython-Board-MATLAB-and-ArduinoThis repository contains MATLAB and Arduino C codes for establishing a low-cost brain computer interface. The brain computer interface is…☆11Nov 21, 2022Updated 3 years ago
- MATLAB codes for designing diffractive optical elements.☆23Feb 15, 2021Updated 5 years ago
- Deformable mirror calibration and control library☆24Feb 2, 2025Updated last year
- LabVIEW and Python control of a (Thorlabs) Shack-Hartmann sensor☆11Mar 18, 2018Updated 8 years ago
- Repository containing matlab scripts and data used for system identification on a Parrot Bebop 2 drone.☆12Mar 27, 2020Updated 6 years ago
- Matlab implementations of Laguerre-Gaussian Vortex Beams☆24Aug 30, 2018Updated 8 years ago
- A method adapted from the paper Nonlinear System Identification of Soft Robot Dynamics Using Koopman Operator Theory by D. Bruder et al t…☆12Sep 24, 2020Updated 6 years ago
- Demo program for Optical Diffraction Tomography (ODT) data processing☆14Apr 24, 2026Updated 6 months ago
- The functions provided in this C++ source files are used to save and load Eigen C++ matrices/arrays to and from CSV values.☆11Apr 18, 2026Updated 6 months ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Nonlinear System Identification (aka Learning Dynamical Systems) with guaranteed stability/contraction☆15Dec 20, 2019Updated 6 years ago
- Optica - simulation of opic lens and Ray tracing☆10May 31, 2025Updated last year
- For performing data-driven 3D modeling & rendering. Useful Python scripts that can be copied into Blender under its scripting tab.☆12May 8, 2026Updated 5 months ago
- Adaptive Optics Control Computation Engine (AOCCE)☆11Oct 1, 2017Updated 9 years ago
- Code to reproduce results of the paper "Machine learning-based classification of vector vortex beams"☆25Dec 8, 2022Updated 3 years ago
- Training a Neural Network to properly find the Zernike Coefficient from a given image.☆11Jun 7, 2019Updated 7 years ago
- [Optica, 2025] Accurate and efficient diffraction modeling between arbitrary planes☆38Mar 11, 2025Updated last year
- Optical Vortex beam can be generated from Spatial Light Modulators (SLM) by uploading required phase mask. This GUI based code can be use…☆10Aug 6, 2018Updated 8 years ago
- A module for simulating free-space optical communication systems using GnuRadio☆23Oct 31, 2019Updated 6 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Former Research simulations and results☆10Jul 24, 2017Updated 9 years ago
- In this repository, we post Robot Operating System (ROS) and Python code that implement real-time robot motion tracking using dead reckon…☆21Apr 10, 2026Updated 6 months ago
- Single slit, double slit and diffraction grating modelled using Python3, Matplotlib and Numpy. :D☆13Apr 24, 2024Updated 2 years ago
- Beampy is a python package - with an user interface - allowing to propagate beams in differents guides using the Beam Propagation Method …☆40Dec 31, 2020Updated 5 years ago
- Code of "Sectional hologram reconstruction through complex deconvolution," Optics and Lasers in Engineering, 2019.☆18Nov 11, 2023Updated 2 years ago
- Using CNN for reconstruction of images aberrated by atmospheric turbulence☆13Mar 15, 2019Updated 7 years ago
- ☆14Apr 13, 2021Updated 5 years ago