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

Author

Nazmul Shuzan

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Review Jul 2026

Computational modeling of regulated protein conformational transitions.

This mini-review summarizes recent computational advances that resolve and, increasingly, design biased ensembles across three mechanisms: ligand- and allosteric-driven redistribution of signaling proteins, force-gated unfolding and refolding in mechanosensitive scaffolds, and disorder↔order reweighting in intrinsicall...

Lijin Wang, Nazmul Shuzan, Jie Zheng · 0 citations
Aug 2026

Machine-Learning-Guided Design of Antifreezing Peptides.

An unsupervised machine-learning framework that leverages hybrid high-dimensional peptide representations to discover high-performance AFPT families without requiring 3D structures or large labeled data sets is presented and demonstrates how unsupervised hybrid-feature learning can reveal actionable biophysical design...

Nazmul Shuzan, Jialun Wei, Jie Zheng · 0 citations

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