DropletAI: Deep Learning-Based Classification of Fluids with Different Ohnesorge Numbers during Non-Contact Dispensing

DropletAI: Deep Learning-Based Classification of Fluids with Different Ohnesorge Numbers during Non-Contact Dispensing

The reliable non-contact dispensing of droplets in the pico- to microliter range is a challenging task. The dispensed drop volume depends on various factors such as the rheological properties of the liquids, the actuation parameters, the geometry of the dispenser, and the ambient conditions. Convent...

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Bibliographic Details
Main Authors: Pranshul Sardana, Mohammadreza Zolfaghari, Guilherme Miotto, Roland Zengerle, Thomas Brox, Peter Koltay, Sabrina Kartmann
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:Fluids
Subjects:
open microfluidics
non-contact dispensing
drop-on-demand
deep learning
video classification
Online Access:https://www.mdpi.com/2311-5521/8/6/183

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