Computational Intelligence Accelerates Protein Structure and Function Prediction and Modeling

Computational intelligence is catalyzing a paradigm shift in protein science, moving from sequence-based homology inference, through template-dependent structure prediction, to data-driven machine learning, and ultimately toward end-to-end foundation models that jointly predict structure and function [...]

Authors

Haiting Chai (ORCID: https://orcid.org/0000-0003-0558-3965)
Jian Zhang (ORCID: https://orcid.org/0000-0001-7155-7760)
Bi Zhao (ORCID: https://orcid.org/0000-0003-0009-0045)
Zhipeng Zhou
Nan Ye

Institutions

Xinyang Normal University (CN)
University of Electronic Science and Technology of China (CN)
University of South Florida (US)
Xinyang Agriculture and Forestry University (CN)
University of Oxford (GB)

Publication Details

Journal: Biomolecules
Published: 2026-11-08
DOI: https://doi.org/10.3390/biom16111626
Primary Topic: Protein Structure and Dynamics
Type: article
Field-Weighted Citation Impact: 0.00

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article

Computational Intelligence Accelerates Protein Structure and Function Prediction and Modeling

Haiting Chai, Jian Zhang, Bi Zhao, Zhipeng Zhou et al.

Nov 8, 2026

Biomolecules

Protein Structure and Dynamics

article

Computational Intelligence Accelerates Protein Structure and Function Prediction and Modeling

Haiting Chai, Jian Zhang, Bi Zhao, Zhipeng Zhou, Nan Ye

November 8, 2026article en

Abstract

Computational intelligence is catalyzing a paradigm shift in protein science, moving from sequence-based homology inference, through template-dependent structure prediction, to data-driven machine learning, and ultimately toward end-to-end foundation models that jointly predict structure and function [...]

BiomoleculesVol. 16(11)

Xinyang Normal University (CN), University of Electronic Science and Technology of China (CN), University of South Florida (US), Xinyang Agriculture and Forestry University (CN), University of Oxford (GB)

Protein Structure and Dynamics

DOI Open Access PDF OpenAlex

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Computational Intelligence Accelerates Protein Structure and Function Prediction and Modeling — Haiting Chai, Jian Zhang, et al. · Biomolecules (2026) | TGRS Research Map | TGRS