L. Linkous's Projects
Repository for 2024 IEEE International Symposium on Antennas and Propagation and ITNC-USNC-URSI Radio Science Meeting paper #3323
Repository for code featured in "Machine Learning Assisted Optimization Methods for Automated Antenna Design"
Antenna Calculation and Autotuning (AntennaCAT) is a comprehensive implementation of machine learning to automate, evaluate, and optimize the antenna design process using EM simulation software.
Quick class-based restructure + additional antenna topologies. Has CLI and GUI branches
ArduPlane, ArduCopter, ArduRover source
Repository for Bayesian Optimization with a Gaussian Process surrogate model in python
an AntennaCAT compatable cat swarm optimizer. Includes branches for cat swarm, sand cat swarm, and a 'quantum' inspired movement model for cat swarm
an AntennaCAT compatible chicken swarm optimizer. Includes branches for a traditional chicken swarm and a 'quantum' inspired movement model for chicken swarm
Sorted links to examples and publications related to my repositories
python genetic algorithm drawing example
example of using real-time updating movement model with matplotlib in a tkinter window
example of using real-time updating movement model with matplotlib in a wxPython window
readme pinned to main repo page
not-a-blog with tutorials/examples for projects shared on gitub that have additional hardware or physical components. Acedemic research and project highlights included
Motion Detection for Molecular Playground using JMol
Python translation of MATLAB MultiGLODS 0.1 (with random search method only), now with AntennaCAT compatable branch
The objective functions used to collect data for training the AntennaCAT optimizers
Consolidated references for IEEE AP-S 2024 paper 3323
An Even Simplier Particle Swarm Optimizer Written in Python (for AntennaCAT baseline data collection). Has branches for different PSO implementations
Python wrapper for tshark, allowing python packet parsing using wireshark dissectors
an AntennaCAT compatable sweep optimizer
Small test project of a 2020 custom library to draw shapes on a tkinter Python GUI. Discontinued