Author

Yujing Liu

The University of MelbourneORCID 0000-0002-0250-9631Unclaimed ORCID profile · follow to get notified of new preprints

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Yujing Liu1 paper

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Developmental Biology· 1 Systems Biology· 1

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Approach:statistical model· 2 Approach:Bayesian inference· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Assay:scRNA-seq· 1 Research Focus:trajectory inference· 1

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Michael P. H. StumpfiD· 2 shared Adriana ZancaiD· 1 shared Istvan T. KleijniD· 1 shared Lucy HamiD· 1 shared Stephen Y. Zhang· 1 shared

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2024-2026 · peak 1/yr

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2 shared papersDevelopmental Biology

Michael P. H. StumpfORCID

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2 papers

Recent·Most cited

Developmental Biologynpj Systems Biology and ApplicationsPeer-reviewedJun 21, 2026

Molecular noise modulates transitions in the cell-fate differentiation landscape

Yujing Liu, Adriana Zanca, Michael P. H. Stumpf, Lucy Ham

The paper investigates how molecular noise affects transition paths between cell-fate valleys in non-equilibrium systems, showing that stochastic dynamics produce paths distinct from deterministic models.

DOI 10.1038/s41540-026-00762-8

statistical model

𝕏 PostBluesky

Systems BiologyRoyal Society Open SciencePeer-reviewedJul 1, 2024

Approximate Bayesian Computation for Inferring Waddington Landscapes from Single Cell Data

Yujing Liu, Stephen Y. Zhang, Istvan T. Kleijn, Michael P. H. Stumpf

This study uses approximate Bayesian computation to infer Waddington landscapes from single cell data by evaluating distance measures and parameter sensitivity.

5 citations

scRNA-seqstatistical model

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