Author

Ray Zirui Zhang

China Pharmaceutical UniversityORCID 0000-0002-0410-5905Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Systems Biology· 3

Signature Assays, Organisms & Methods

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Approach:statistical model· 2 Approach:Bayesian inference· 1 Research Focus:database / resource· 1 Approach:deep learning· 1 Organism:human· 1 Assay:metagenomics· 1 Approach:optimal transport· 1

Frequent Co-Authors

Christopher E. MilesiD· 2 shared John S. LowengrubiD· 2 shared Xiaohui S. XieiD· 2 shared Hongwei LiangiD· 1 shared Ming BiiD· 1 shared Tao WangiD· 1 shared Zhixin TianiD· 1 shared

Activity by Year

2023-2026 · peak 2/yr

Co-Author Collaboration Network

7 top collaborators · 9 mutual co-author links

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2 shared papersSystems Biology

Christopher E. MilesORCID

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3 papers

Recent·Most cited

Systems BiologybioRxivPreprintJan 12, 2026

Bayesian BiLO: Bilevel Local Operator Learning for Efficient Uncertainty Quantification of Bayesian PDE Inverse Problems with Low-Rank Adaptation

Ray Zirui Zhang, Christopher E. Miles, Xiaohui S. Xie, John S. Lowengrub

1 citation

Bayesian inferencestatistical model

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Systems BiologyJournal of Computational PhysicsPeer-reviewedJan 11, 2026

BiLO: Bilevel Local Operator Learning for PDE Inverse Problems

Ray Zirui Zhang, Christopher E. Miles, Xiaohui S. Xie, John S. Lowengrub

The paper introduces BiLO, a neural network method for solving PDE inverse problems by formulating them as bilevel optimization problems, showing it enforces PDE constraints and handles noisy data effectively.

5 citations

deep learningoptimal transport

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Systems BiologybioRxivPreprintSep 18, 2023

A draft of human N-glycans of glycoRNA

Ming Bi, Zirui Zhang, Tao Wang…·Zhixin Tian

The paper reports a draft of human tissue N-glycans of glycoRNA across 12 organs using mass spectrometry-based N-glycomics.

9 citations

humanmetagenomics

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