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Fluid agnostic dataset

• Comprehensive dataset on single and double emulsion generation

Datasets on Droplet Generation with DI Water and Mineral Oil

• Large-scale 998 data-points on droplet generation with Mineral oil and DI water
• Bounded dataset of 888 data-points (5-500 Hz and 25-250 μm)
• Dripping regime dataset of 474 data-points (bounded)
• Jetting regime dataset of 414 data-points (bounded)

Datasets on Droplet Generation with LB Bacterial Cell Media and Mineral Oil

• 36 data-points on droplet generation with LB bacterial cell media and mineral oil used for transfer learning

Datasets on Droplet Generation with DI Water and Light Mineral Oil

• 18 data-points on droplet generation with DI water and light mineral oil used for transfer learning

Datasets on Transfer Learning Example

• Model droplet diameter - dripping regime
• Model droplet diameter - jetting regime
• Model generation size - dripping regime
• Model generation size - jetting regime

Flow Rate Calculation Example

• Flow rate calculation example for a flow-focusing geometry