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Updated: May 31, 2025

Analyzing Mixing Inhomogeneity in a Microfluidic Device by Microscale Schlieren Technique
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Analyzing Mixing Inhomogeneity in a Microfluidic Device by Microscale Schlieren Technique

Published on: June 12, 2015

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在微流体混合器中通过九网格网络模型进行快速流体速度场预测.

Qian Li1, Yuwei Chen1, Taotao Sun1

  • 1Innovation Center for Electronic Design Automation Technology, Hangzhou Dianzi University, Hangzhou 310018, China.

Micromachines
|January 25, 2025
PubMed
概括

我们使用人工神经网络 (ANN) 开发了一个九网格网络 (NGN) 模型,以预测微流体混合器流体动力学. 与传统方法相比,这种人工智能方法可以加快模拟速度15倍,从而减少设计时间和成本.

关键词:
有限元分析是有限元分析.机器学习是机器学习.微流体混合器 微流体混合器

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