Author

Karl Krauth

Stanford University

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Biology Disciplines

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Bioengineering· 1

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Research Focus:benchmarking· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Ali LashkaripouriD· 1 shared David McIntyreiD· 1 shared Douglas Michael DensmoreiD· 1 shared Polly Morrell FordyceiD· 1 shared Suzanne G. K. CalhouniD· 1 shared

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2024-2024 · peak 1/yr

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1 shared paperBioengineering

Ali LashkaripourORCID

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1 paper

Recent·Most cited

BioengineeringNature CommunicationsPeer-reviewedJan 2, 2024

Design Automation of Microfluidic Single and Double Emulsion Droplets with Machine Learning

Ali Lashkaripour, David McIntyre, Suzanne G. K. Calhoun…·Polly Morrell 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.

105 citationstop 1%

machine learning (classical)benchmarking

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