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Physics-based machine learning toolbox for probing concentration under diffusive regime in microfluidics devices.

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Title: Physics-based machine learning toolbox for probing concentration under diffusive regime in microfluidics devices.
Authors: Santoso, Ryan1 (AUTHOR) r.santoso@fz-juelich.de, Yang, Yuankai1,2 (AUTHOR), Lönartz, Mara1 (AUTHOR), Poonoosamy, Jenna1 (AUTHOR)
Source: Communications Physics. 3/21/2026, Vol. 9 Issue 1, p1-17. 17p.
Database: Academic Search Ultimate
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  Data: <searchLink fieldCode="JN" term="%22Communications+Physics%22">Communications Physics</searchLink>. 3/21/2026, Vol. 9 Issue 1, p1-17. 17p.
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      – Type: doi
        Value: 10.1038/s42005-026-02590-y
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        Text: English
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              Text: 3/21/2026
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