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- W4313259737 abstract "Active nematics can be modeled using phenomenological continuum theories that account for the dynamics of the nematic director and fluid velocity through partial differential equations (PDEs). While these models provide a statistical description of the experiments, the relevant terms in the PDEs and their parameters are usually identified indirectly. We adapt a recently developed method to automatically identify optimal continuum models for active nematics directly from spatiotemporal data, via sparse regression of the coarse-grained fields onto generic low order PDEs. After extensive benchmarking, we apply the method to experiments with microtubule-based active nematics, finding a surprisingly minimal description of the system. Our approach can be generalized to gain insights into active gels, microswimmers, and diverse other experimental active matter systems." @default.
- W4313259737 created "2023-01-06" @default.
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- W4313259737 date "2022-12-16" @default.
- W4313259737 modified "2023-10-18" @default.
- W4313259737 title "Data-Driven Discovery of Active Nematic Hydrodynamics" @default.
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- W4313259737 cites W1991163811 @default.
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- W4313259737 cites W2000182851 @default.
- W4313259737 cites W2021187668 @default.
- W4313259737 cites W2022539437 @default.
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- W4313259737 cites W2037415133 @default.
- W4313259737 cites W2039208311 @default.
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- W4313259737 cites W2090370210 @default.
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- W4313259737 cites W2129727322 @default.
- W4313259737 cites W2132183279 @default.
- W4313259737 cites W2139098147 @default.
- W4313259737 cites W2150086799 @default.
- W4313259737 cites W2171237836 @default.
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- W4313259737 cites W2239232218 @default.
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- W4313259737 cites W2976683398 @default.
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- W4313259737 cites W3043792621 @default.
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- W4313259737 doi "https://doi.org/10.1103/physrevlett.129.258001" @default.
- W4313259737 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/36608242" @default.
- W4313259737 hasPublicationYear "2022" @default.
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