Author

Menghan Jiang

Monash 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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Bioengineering· 1 Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:machine learning (classical)· 1 Assay:protein sequence· 1 Research Focus:protein structure prediction· 1 Approach:statistical model· 1

Frequent Co-Authors

Bolei ZhouiD· 1 shared Guimin ZhangiD· 1 shared Hao SuiD· 1 shared Hyunwoo YukiD· 1 shared Israel Dominguez Silva· 1 shared Jiangning SongiD· 1 shared Junxi ZhuiD· 1 shared Sainan ZhangiD· 1 shared

Activity by Year

2024-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 21 mutual co-author links

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1 shared paperBioengineering

Bolei ZhouORCID

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2 papers

Recent·Most cited

Experiment-free learning of exoskeleton assistance is not an unsolved problem

Shuzhen Luo, Menghan Jiang, Sainan Zhang, Junxi Zhu, Shuangyue Yu, Israel Dominguez Silva, Bolei Zhou, Hyunwoo Yuk, Xianlian Zhou, Hao Su

The paper addresses criticisms of exoskeleton energy efficiency by analyzing published data, reviewing literature, and correcting methodological errors in a replication study, showing the problem is not unsolved.

bioRxiv · Jun 17, 2026 · PreprintBioengineering

HPClas: A data-driven approach for identifying halophilic proteins based on catBoost

Shantong Hu, Xiaoyu Wang, Zhikang Wang, Yongfei Chang, Yun Tian, Zhuoqian Li, Menghan Jiang, Shihui Wang, Wenya Wang, Jiangning Song, Guimin Zhang

HPClas is a machine learning classifier using catBoost to identify halophilic proteins with high accuracy, achieving AUROC scores of 0.877 and 0.845 on training and test sets respectively.

mLife · Jul 20, 2024Peer-reviewedBioinformatics