Ensemble latent assimilation with deep learning surrogate model: application to drop interaction in microfluidics device

Medicine & Life Sciences

• Deep Learning 100%
• Lab-On-A-Chip Devices 99%
• Microfluidics 43%
• Learning 26%

Engineering & Materials Science

• Microfluidics 76%
• Deep learning 64%
• Recurrent neural networks 50%
• Convolutional neural networks 21%
• Dynamical systems 19%
• Decomposition 17%
• Experiments 8%

Chemistry

• Statistical Ensemble 72%
• Drop 62%
• Dynamical System 55%
• Decomposition 23%
• Application 22%