Lashkaripour, AliMcIntyre, DavidDensmore, Douglas2020-08-042020-08-042020-08-03Ali Lashkaripour, David McIntyre, Douglas Densmore. 2020. "Efficient Large-Scale Microfluidic Design-Space Exploration: From Data to Model to Data." https://www.iwbdaconf.org/2020/docs/IWBDA2020Proceedings.pdf. 12th International Workshop on Bio-Design Automation (IWBDA-2020). Online, 2020-08-03 - 2020-08-05.https://hdl.handle.net/2144/41355Droplet microfluidics is well poised to improve the gold standard in many fields such as synthetic biology. However, the lack of available design automation tools that can create a microfluidic droplet generator based on a desired performance, forces the design process to be iterative, inefficient, and costly, thus, hampering the wide-spread adoption of droplet microfluidics in the life sciences.en-USAttribution-NonCommercial 4.0 Internationalhttp://creativecommons.org/licenses/by-nc/4.0/MicrofluidicsMachine learningDesign automationConference materials0000-0002-1734-9634 (Lashkaripour, Ali)564784