Generative design of microfluidic channel geometry using evolutionary approach

Nikitin N.O., Hvatov A., Polonskaia I.S., Kalyuzhnaya A.V., Grigorev G.V., Wang X., Qian X.
Тип документаProceedings Article
Дата публикации2021-07-07
Название журналаGECCO 2021 Companion - Proceedings of the 2021 Genetic and Evolutionary Computation Conference Companion
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In this paper, we propose the evolutionary approach for the generative design of microfluidic channel geometry. Sets of candidate solutions for geometry of single cell analysis devices can be used to simplify the decision-making process for micro-devices design. The algorithmic core is based on continuous optimization of coordinates of a polygons set. The proposed approach is validated experimentally with the fabricated microfluidic device. The experiments confirm the correctness and effectiveness of the proposed methods.
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1. Nikitin N. O. и др. Generative design of microfluidic channel geometry using evolutionary approach // Proceedings of the Genetic and Evolutionary Computation Conference Companion. 2021.
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TY - CPAPER

DO - 10.1145/3449726.3462740

UR - http://dx.doi.org/10.1145/3449726.3462740

TI - Generative design of microfluidic channel geometry using evolutionary approach

T2 - Proceedings of the Genetic and Evolutionary Computation Conference Companion

AU - Nikitin, Nikolay O.

AU - Hvatov, Alexander

AU - Polonskaia, Iana S.

AU - Kalyuzhnaya, Anna V.

AU - Grigorev, Georgii V.

AU - Wang, Xiaohao

AU - Qian, Xiang

PY - 2021

DA - 2021/07/07

PB - ACM

ER -

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@inproceedings{Nikitin_2021,

doi = {10.1145/3449726.3462740},

url = {https://doi.org/10.1145%2F3449726.3462740},

year = 2021,

month = {jul},

publisher = {{ACM}},

author = {Nikolay O. Nikitin and Alexander Hvatov and Iana S. Polonskaia and Anna V. Kalyuzhnaya and Georgii V. Grigorev and Xiaohao Wang and Xiang Qian},

title = {Generative design of microfluidic channel geometry using evolutionary approach},

booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion}

}

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Nikitin, Nikolay O., et al. “Generative Design of Microfluidic Channel Geometry Using Evolutionary Approach.” Proceedings of the Genetic and Evolutionary Computation Conference Companion, July 2021. Crossref, https://doi.org/10.1145/3449726.3462740.