This repository contains the code used in the experiments for the paper:
Kyriacos Yiannacou and Veikko Sariola, "Controlled Manipulation and Active Sorting of Particles Inside Microfluidic Chips Using Bulk Acoustic Waves and Machine Learning"
The code was written and tested in Matlab 2019a&b.
Probably the most interesting part of the repository is the script src/bandit_ctrl.m, which contains the implementation of our e-greedy and UCB1 control algorithms.
Also src/+experiments/ is of interest, as it contains basic scripts to run the single-particle and multi-particle manipulation experiments.
To test the code, run runtests tests.