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Machine learning enables design automation of microfluidic flow-focusing droplet generation

Droplet-based microfluidic devices hold immense potential in becoming inexpensive alternatives to existing screening platforms across life science applications, such as enzyme discovery and early cancer detection. However, the lack of a predictive understanding of droplet generation makes engineerin...

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Bibliographische Detailangaben
Veröffentlicht in:Nat Commun
Hauptverfasser: Lashkaripour, Ali, Rodriguez, Christopher, Mehdipour, Noushin, Mardian, Rizki, McIntyre, David, Ortiz, Luis, Campbell, Joshua, Densmore, Douglas
Format: Artigo
Sprache:Inglês
Veröffentlicht: Nature Publishing Group UK 2021
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7782806/
https://ncbi.nlm.nih.gov/pubmed/33397940
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41467-020-20284-z
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