Author

Z. Z. Du

Duke University

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Biology Disciplines

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Systems Biology· 1

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Research Focus:dimensionality reduction· 1 Assay:metagenomics· 1 Approach:variational autoencoder· 1

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David KarigiD· 1 shared Emrah ŞimşekiD· 1 shared Grayson S. HamrickiD· 1 shared Lingchong YouiD· 1 shared Xiaoli CheniD· 1 shared Yasa BaigiD· 1 shared Zachary A. HolmesiD· 1 shared Zhengqing ZhouiD· 1 shared

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1 shared paperSystems Biology

David KarigORCID

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1 paper

Recent·Most cited

Systems BiologybioRxivPreprintJun 13, 2025

Linear scaling reveals low-dimensional structure in observable microbial dynamics

Zhengqing Zhou, Xiaoli Chen, Emrah Şimşek…·Lingchong You

The paper shows that microbial community dynamics can be represented by low-dimensional latent variables, with the critical dimension scaling linearly with observables.

3 citations

metagenomicsvariational autoencoder

𝕏 PostBluesky