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Deep reinforcement learning-based digital twin for droplet microfluidics control (title)
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journal article ENG
Deep reinforcement learning-based digital twin for droplet microfluidics control
Gyimah, Nafisat
;
Scheler, Ott
;
Rang, Toomas
;
Pardy, Tamas
Physics of Fluids
2023
/
art. 082020
https://doi.org/10.1063/5.0159981
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Related publications
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Closed-loop droplet size control in microfluidics = Suletud ahelaga tilkade suuruse juhtimine mikrofluidikas
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keyword
28
1.
deep reinforcement learning
2.
droplet microfluidics
3.
digital microfluidics
4.
droplet digital image analysis
5.
droplet generation rate control
6.
droplet size control
7.
cooperative reinforcement learning
8.
digital twin
9.
digital twin networks (DTNs)
10.
distributed independent reinforcement learning
11.
inverse reinforcement learning
12.
Multi-agent reinforcement learning
13.
reinforcement learning
14.
Reinforcement Learning (RL)
15.
true online reinforcement learning
16.
droplet-based technology
17.
deep learning
18.
deep learning (DL)
19.
deep learning classifier
20.
deep learning method
21.
deep learning methods
22.
deep learning model
23.
deep learning model quantization
24.
deep learning network
25.
Deep reinforcing learning SDN
26.
Deep-learning
27.
deep-learning (DL)
28.
embedded deep learning
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digital twin
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