Design Automation of Microfluidic Single and Double Emulsion Droplets with Machine Learning
A. Lashkaripour, D. P. McIntyre, S. G. K. Calhoun, K. Krauth, D. M. Densmore, P. M. Fordyce
This paper trains machine learning models to predict microfluidic device geometries and flow conditions for generating stable emulsions, achieving high accuracy and creating a design automation tool.
bioRxiv · May 31, 2023 · PreprintBioengineering