Author

Zhonghan Wu

Qingdao University of Science and TechnologyORCID 0000-0002-5927-5514Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:contrastive learning· 1 Approach:deep learning· 1 Approach:large language model· 1

Frequent Co-Authors

Bin YuiD· 1 shared Xin GaoiD· 1 shared Zhuo CheniD· 1 shared Zihe LiuiD· 1 shared

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2026-2026 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Bin YuORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintAug 2, 2026

PG-MLD: Physics-Guided Molecular Representation Learning via Dynamic 3D Trajectory Distillation

Zihe Liu, Zhonghan Wu, Zhuo Chen…·Bin Yu

PG-MLD transfers dynamic 3D physical knowledge to SMILES-based molecular models, improving property prediction without requiring 3D conformer generation.

DOI 10.64898/2026.07.29.741404

deep learningcontrastive learning

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