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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Wentong Wang

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Open access Sep 2026

HighFold4: extending AlphaFold3 to accurate cyclic peptide conformation prediction via custom chemical connectivity

Abstract While AlphaFold3 has revolutionized protein structure prediction and supports noncanonical amino acids, its architecture always fails to reliably generate the closed-ring topologies characteristic of cyclic peptides. Existing adaptations, such as imposing distance constraints via an offset matrix, enforce ring...

Cheng-Yun Zhang, Wentong Wang, Ren-Jie Zhu et al. · 0 citations
Aug 2026

HighMorph: De Novo Cyclic Peptide Sequence Design via Protein-Protein Interaction Recapitulation.

HighMorph is presented, an interaction-guided framework that combines protein–protein interaction information with artificial intelligence for rational cyclic peptide design and provides insights for developing therapeutics targeting challenging protein interfaces.

M. Lan, Cheng-Yun Zhang, Wentong Wang et al. · 0 citations

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