For more information on current projects and step-by-step tutorials, visit my main project page
Publications and research can be found on my Google Scholar and ResearchGate pages
Interested in collaboration? Reach out to me on Linkedin!
(Most public code updates happen between May - August. So if you're looking for a library update, thats when I'm the most active :) )
Assorted Project Quick Links
| Base Optimizer | Alternate Version | Quantum-Inspired Optimizer | Surrogate Model Version |
|---|---|---|---|
| pso_python | pso_basic | pso_quantum | all versions are options in surrogate_model_optimization |
| cat_swarm_python | sand_cat_python | cat_swarm_quantum | all versions are options in surrogate_model_optimization |
| chicken_swarm_python | 2015_improved_chicken_swarm 2022 improved chicken swarm |
chicken_swarm_quantum | all versions are options in surrogate_model_optimization |
| sweep_python | *alternates in base repo | - | - |
| bayesian optimization_python | - | - | *interchangeable surrogate models included in base repo |
| multi_glods_python | GLODS DIRECT |
- | multiGLODS option in surrogate_model_optimization |
| genetic_python | - |
Tools:
- AntennaCAT, the automated antenna calculation and CAD tool designed for working with EM simulation software and optimization
- The Objective Function Test Suite used to benchmark and collect data for the optimizer set
- CLI-based array calculation and design for optimizer integration and evaluation
- Non-GUI Python libraries for the tinySA series of devices, the NanoVNA series, and the HackRF One.
- Including the PyPI tsapython package
Tutorials:
- Machine learning for Antennas
- Educational material samples for Encryption, Decryption, and Cryptography
- Experiment-based educational materials on reverse engineering, computer vision, data interface testbenches, and physics-based reinforcement learning.
Trinkets:
- The Cat Antenna collection that has appeared in select publications, projects, and conferences
- Assorted measurements and .dxf files for antenna research samples that have appeared in papers