Author

Jiahua Peng

Second Affiliated Hospital of Zhejiang 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· 2 Biophysics· 1

Signature Assays, Organisms & Methods

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Assay:protein structure· 3 Research Focus:protein structure prediction· 2 Research Focus:benchmarking· 1 Approach:deep learning· 1 Approach:graph neural network· 1 Organism:human· 1 Approach:mechanistic / dynamical model· 1 Research Focus:protein design· 1

Frequent Co-Authors

Qiuting Qian· 3 shared Dongge Ma· 2 shared Jingjing Zhao· 2 shared Jinliang LiuiD· 2 shared Kaining LiuiD· 2 shared Rao Fu· 2 shared Yifei Yao· 2 shared Ying ChiiD· 2 shared

Activity by Year

2026-2026 · peak 3/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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3 shared papersBioinformatics

Qiuting Qian

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3 papers

Recent·Most cited

Molecular dynamics descriptors for 1,079 post-translationally modified protein systems

Kaining Liu, Qiuting Qian, Jiahua Peng, Dongge Ma, Yifei Yao, Jingjing Zhao, Ying Chi

The paper provides a resource of 1,079 post-translationally modified protein systems with molecular dynamics simulations and descriptors for research and method evaluation.

bioRxiv · Aug 24, 2026 · PreprintBiophysics

LNGCN: a distance-aware continuous-time graph framework for PPI prioritization in experimental screening

Yu Xiao, 郑一凡, Yu Hua, Jiahua Peng, Jinliang Liu, Yuan Qu, Jizhuang Xu, Rao Fu, Qiuting Qian, Martin Košař, Yuehai Ke, Ying Chi

LNGCN improves PPI prioritization by using a distance-aware continuous-time graph framework, achieving high precision on imbalanced datasets and preserving residue-level representation diversity.

bioRxiv · Jul 29, 2026 · PreprintBioinformatics

ProteinFlux: accurate, rapid and scalable generative prediction of protein dynamics driven by post-translational modifications

Qiuting Qian, Jiahua Peng, Dongge Ma, Kaining Liu, Yihan Cheng, Yanqi Deng, Jingjing Zhao, Shen Su, Yifei Yao, Yuan Qu, Rao Fu, Jinliang Liu, Make Zhao, Yu Xiao, Keying Wang, , Y G

ProteinFlux predicts protein conformational dynamics influenced by post-translational modifications using a generative framework, outperforming traditional methods in speed and accuracy.

bioRxiv · May 11, 2026 · PreprintBioinformatics