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Deep Learning for Flow Sculpting: Insights into Efficient Learning using Scientific Simulation Data

A new technique for shaping microfluid flow, known as flow sculpting, offers an unprecedented level of passive fluid flow control, with potential breakthrough applications in advancing manufacturing, biology, and chemistry research at the microscale. However, efficiently solving the inverse problem...

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Detalles Bibliográficos
Autores principales: Stoecklein, Daniel, Lore, Kin Gwn, Davies, Michael, Sarkar, Soumik, Ganapathysubramanian, Baskar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5389406/
https://www.ncbi.nlm.nih.gov/pubmed/28402332
http://dx.doi.org/10.1038/srep46368