Author

Xiaonan Liu

Peking UniversityORCID 0000-0002-3711-7136Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Assay:metagenomics· 2 Organism:bacteria (other)· 1 Research Focus:benchmarking· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

Yong NieiD· 2 shared Junsheng Chu· 1 shared Liyun AniD· 1 shared Qiang Li· 1 shared Xiao Li· 1 shared Xiao‐Lei WuiD· 1 shared Xiaoqiang Sun· 1 shared Yixuan Chu· 1 shared

Activity by Year

2022-2025 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 22 mutual co-author links

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2 shared papersBioinformatics

Yong NieORCID

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2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintSep 18, 2025

Longitudinal analysis of bacterial community dynamics in normal hospital ward following patient occupancy

Liyun An, Xiaonan Liu, Xiao Li…·Yong Nie

This study analyzes bacterial community dynamics in a hospital ward after patient occupancy, showing increased alpha diversity on some surfaces and reduced diversity on others, with patient contact significantly influencing microbial composition.

DOI 10.1101/2025.09.18.677220

bacteria (other)metagenomics

𝕏 PostBluesky

BioinformaticsbioRxivPreprintSep 8, 2022

Predicting microbial community compositions in wastewater treatment plants using artificial neural networks

Xiaonan Liu, Yong Nie, Xiao‐Lei Wu

The paper uses artificial neural networks to predict microbial community compositions in wastewater treatment plants, achieving moderate predictive accuracy for key taxa and functional groups.

3 citations

metagenomicsmachine learning (classical)

𝕏 PostBluesky