TVAE-RNA: ensemble-based RNA secondary structure prediction via transformer variational autoencoders

Code and pretrained models are available at https://github.com/mei-rna/TVAE-RNA. The released version of the dataset and models can also be accessed via DOI: 10.5281/zenodo.16946114.

Authors

Xiyuan Mei
Enshuang Zhao (ORCID: https://orcid.org/0000-0001-9507-2354)
Longyu Li (ORCID: https://orcid.org/0009-0002-6572-3544)
Hao Zhang (ORCID: https://orcid.org/0000-0001-5330-8218)
Yuheng Zhu (ORCID: https://orcid.org/0009-0001-0210-9582)
Hanbo Liu

Institutions

Changchun University of Science and Technology (CN)
Jilin University (CN)
Jilin Province Science and Technology Department (CN)

Publication Details

Journal: Bioinformatics
Published: 2025-09-20
DOI: https://doi.org/10.1093/bioinformatics/btaf527
Primary Topic: RNA and protein synthesis mechanisms
Type: article
Field-Weighted Citation Impact: 0.00

Funders

National Natural Science Foundation of China

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article

TVAE-RNA: ensemble-based RNA secondary structure prediction via transformer variational autoencoders

Xiyuan Mei, Enshuang Zhao, Longyu Li, Hao Zhang et al.

Sep 20, 2025

Bioinformatics

RNA and protein synthesis mechanisms

article

TVAE-RNA: ensemble-based RNA secondary structure prediction via transformer variational autoencoders

Xiyuan Mei, Enshuang Zhao, Longyu Li, Hao Zhang, Yuheng Zhu, Hanbo Liu

September 20, 2025article en

Abstract

Code and pretrained models are available at https://github.com/mei-rna/TVAE-RNA. The released version of the dataset and models can also be accessed via DOI: 10.5281/zenodo.16946114.

BioinformaticsVol. 41(11)

Changchun University of Science and Technology (CN), Jilin University (CN), Jilin Province Science and Technology Department (CN)

National Natural Science Foundation of China

Openalex Percentile: Top 77%

RNA and protein synthesis mechanisms

DOI Open Access PDF OpenAlex

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