Predicting the fluid behavior of random microfluidic mixers using convolutional neural networks-Reference-Cited by-同舟云学术

Predicting the fluid behavior of random microfluidic mixers using convolutional neural networks

Author:

Wang Junchao¹²³⁴⁵^ORCID,Zhang Naiyin⁶⁴⁵^ORCID,Chen Jinkai¹²³⁴⁵^ORCID,Su Guodong¹²³⁴⁵,Yao Hailong⁷⁸⁹⁵,Ho Tsung-Yi¹⁰¹¹¹²¹³,Sun Lingling¹²³⁴⁵

Affiliation:

1. Key Laboratory of RF Circuits and Systems

2. Ministry of Education, and

3. Zhejiang Provincial Laboratory of Integrated Circuit Design

4. Hangzhou Dianzi University

5. China

6. School of Artificial Intelligence

7. Department of Computer Science and Technology

8. Tsinghua University

9. Beijing

10. Department of Computer Science

11. National Tsing Hua University

12. Hsinchu

13. Taiwan

Abstract

Predicting the fluid behavior of complex microfluidic channel networks using convolutional neural networks.

Funder

National Natural Science Foundation of China

Natural Science Foundation of Zhejiang Province

Publisher

Royal Society of Chemistry (RSC)

Subject

Biomedical Engineering,General Chemistry,Biochemistry,Bioengineering

Link

Reference34 articles.

1. N.-T. Nguyen , S. T.Wereley and S. A. M.Shaegh , Fundamentals and applications of microfluidics , Artech house , 2019

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