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2024-aps-ursi-3323

Repository for 2024 IEEE International Symposium on Antennas and Propagation and ITNC-USNC-URSI Radio Science Meeting paper #3323

2024-ursi-nrsm-1265

Repository for code featured in "Machine Learning Assisted Optimization Methods for Automated Antenna Design"

antennacalculationautotuningtool

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.

antennacalculator

Quick class-based restructure + additional antenna topologies. Has CLI and GUI branches

ardupilot

ArduPlane, ArduCopter, ArduRover source

bayesian_optimization_python

Repository for Bayesian Optimization with a Gaussian Process surrogate model in python

cat_swarm_python

an AntennaCAT compatable cat swarm optimizer. Includes branches for cat swarm, sand cat swarm, and a 'quantum' inspired movement model for cat swarm

chicken_swarm_python

an AntennaCAT compatible chicken swarm optimizer. Includes branches for a traditional chicken swarm and a 'quantum' inspired movement model for chicken swarm

directory

Sorted links to examples and publications related to my repositories

example_genetic-algorithm-drawing

python genetic algorithm drawing example

example_matplotlib-tkinter

example of using real-time updating movement model with matplotlib in a tkinter window

example_wxpython-matplotlib

example of using real-time updating movement model with matplotlib in a wxPython window

example_wxpython-pages

lc-linkous

readme pinned to main repo page

lc-linkous.github.io

not-a-blog with tutorials/examples for projects shared on gitub that have additional hardware or physical components. Acedemic research and project highlights included

molecular-playground

Motion Detection for Molecular Playground using JMol

multi_glods_python

Python translation of MATLAB MultiGLODS 0.1 (with random search method only), now with AntennaCAT compatable branch

objective_function_suite

The objective functions used to collect data for training the AntennaCAT optimizers

pso_datacollection

Consolidated references for IEEE AP-S 2024 paper 3323

pso_python

An Even Simplier Particle Swarm Optimizer Written in Python (for AntennaCAT baseline data collection). Has branches for different PSO implementations

pyshark

Python wrapper for tshark, allowing python packet parsing using wireshark dissectors

sweep_python

an AntennaCAT compatable sweep optimizer

tkintershapes

Small test project of a 2020 custom library to draw shapes on a tkinter Python GUI. Discontinued