A Machine Learning and Computer Vision Approach to Rapidly Optimize Multiscale Droplet Generation

A Machine Learning and Computer Vision Approach to Rapidly Optimize Multiscale Droplet Generation

Generating droplets from a continuous stream of fluid requires precise tuning of a device to find optimized control parameter conditions. It is analytically intractable to compute the necessary control parameter values of a droplet-generating device that produces optimized droplets. Furthermore, as...

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Bibliographic Details
Main Authors: Siemenn, Alexander E, Shaulsky, Evyatar, Beveridge, Matthew, Buonassisi, Tonio, Hashmi, Sara M, Drori, Iddo
Other Authors: Massachusetts Institute of Technology. Department of Mechanical Engineering
Format: Article
Language:English
Published: American Chemical Society (ACS) 2023
Online Access:https://hdl.handle.net/1721.1/150812

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