Author

Danlin Liu

East China Normal University

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1 Neuroscience· 1

Signature Assays, Organisms & Methods

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Approach:diffusion model· 1 Approach:experimental assay· 1 Organism:mouse· 1 Assay:protein structure· 1 Research Focus:protein structure prediction· 1

Frequent Co-Authors

Aimee X. BertolliiD· 1 shared Baoli wang· 1 shared Brianna BlaineiD· 1 shared Changzhi Sun· 1 shared Chenglin WangiD· 1 shared Eric B. EmmonsiD· 1 shared Gemma KerriD· 1 shared Georgina M. AldridgeiD· 1 shared

Activity by Year

2026-2026 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 20 mutual co-author links

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1 shared paperNeuroscience

Aimee X. BertolliORCID

Mutual co-authors in cluster

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2 papers

Recent·Most cited

Renovating the Barnes maze for mouse models of Dementia with STARR FIELD: A 4-day protocol for learning rate, retention and cognitive flexibility.

Aimee X. Bertolli, Oday Halhouli, Matthew A. Weber, Yiming Liu-Martínez, Linder H. Wendt, Brianna Blaine, Ramasamy Thangavel, Sura Smadi, Preston J. Pellatz, Danlin Liu, Kaisa N. Bornhoft, Kalpana Gupta, Riley Dean, Margaret M. Tish, Gemma Kerr, , Georgina M. Aldridge

Methods · Apr 9, 2026Peer-reviewedNeuroscience

Conditional Diffusion with Locality-Aware Modal Alignment for Generating Diverse Protein Conformational Ensembles

Baoli wang, Chenglin Wang, Jingyang Chen, Danlin Liu, Changzhi Sun, Jie Zhang, Kai Zhang, Honglin Li

This paper introduces Mac-Diff, a diffusion model that generates diverse protein conformations by aligning sequence and geometry views, showing improved recovery of conformational distributions and meta-stable states.

Nature Machine Intelligence · Feb 25, 2026Peer-reviewedBioinformatics