Description
This repository contains code for TUNI acoustofluidic manipulation setup. The setup is documented in the following papers: Kyriacos Yiannacou and Veikko Sariola, "Controlled Manipulation and Active Sorting of Particles Inside Microfluidic Chips Using Bulk Acoustic Waves and Machine Learning", Langmuir, 37 (14), 4192–4199, 2021. Kyriacos Yiannacou, Vipul Sharma, and Veikko Sariola, "Programmable Droplet Microfluidics Based on Machine Learning and Acoustic Manipulation", Langmuir, 38 (38), 11557–11564, 2022. Kyriacos Yiannacou and Veikko Sariola, "Acoustic Manipulation of Particles in Microfluidic Chips with an Adaptive Controller that Models Acoustic Fields", Advanced Intelligent Systems, 5 (9), 2300058, 2023. The code was written and tested in Matlab 2019a&b and Matlab 2021a. Probably the most interesting part of the repository is the script [src/bandit_ctrl.m](src/bandit_ctrl.m), which contains the implementation of our e-greedy and UCB1 control algorithms, and [src/sfb_ctrl.m](src/sfb_ctrl.m), which contains the script for AMA control algorithm (originally was about to be called "sparse fourier basis controller" but got renamed to AMA controller during the writing of the paper). Also [src/+experiments/](src/+experiments/) is of interest, as it contains basic scripts to run the single-particle, multi-particle manipulation experiments, scripts to learn the sparse regression controller, and a script to write the university logo.
| Date made available | 12 Apr 2024 |
|---|---|
| Publisher | Zenodo |
Field of science, Statistics Finland
- 318 Medical biotechnology
- 213 Electronic, automation and communications engineering, electronics
Research output
- 3 Article
-
Acoustic Manipulation of Particles in Microfluidic Chips with an Adaptive Controller that Models Acoustic Fields
Yiannacou, K. & Sariola, V., Sept 2023, In: Advanced Intelligent Systems. 5, 9, 11 p., 2300058.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile10 Citations (Scopus)17 Downloads (Pure) -
Programmable Droplet Microfluidics Based on Machine Learning and Acoustic Manipulation
Yiannacou, K., Sharma, V. & Sariola, V., Sept 2022, In: Langmuir. 38, 38, p. 11557-11564 8 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile24 Citations (Scopus)29 Downloads (Pure) -
Controlled Manipulation and Active Sorting of Particles Inside Microfluidic Chips Using Bulk Acoustic Waves and Machine Learning
Yiannacou, K. & Sariola, V., Apr 2021, In: Langmuir. 37, 14, p. 4192-4199 8 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile52 Citations (Scopus)83 Downloads (Pure)
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