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Takasaki Yumi
Department of Material Science, Tsinghua University, China
Publications
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Mini Review
Emergence of Data-Driven Microfluidics.
Author(s): Takasaki Yumi
Microfluidic devices currently rely on researchers to select the initial operating conditions empirically, then monitor and modify parameters throughout studies to achieve and maintain stable conditions that produce repeatable data. Multiple factors can cause inconsistent experimental conditions in polydimethylsiloxane-based microfluidic devices, including fabrication flaws, clogging, bubble formation, chemical impurities, or long-term effects like temperature and pressure fluctuations, surface fouling, and substrate deformation. Because of the adsorption of hydrophobic small molecules, these differences can alter chemical synthesis by changing solution concentrations or biological analyses. In this section, we discuss new research on the application of machine intelligence in microfluidic chips in conjunction with optical microscopy. This method has been used to .. View more»