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Review Open access Sep 2026

Multifunctional Metal-Coordinated Hydrogels: Controlled Synthesis and Advances in Anti-Inflammatory, Anticancer, and Antibacterial Applications

This analysis distinguishes metal-coordinated hydrogels from metal-free hydrogels and unconfined metal nanomaterials, while identifying the evidence still required for clinical development.

Jun-Jia Gao, Zeng-En Jin, Yi-Kuan Li et al. · 0 citations
#artificial intelligence Preprint Sep 2026

Robust Biomolecular Complex Design Across Protein Conformational Landscapes

FlexEvo is introduced, a model-agnostic evolutionary framework that adapts candidates once at inference time from a single target conformation to improve compatibility with alternative natural conformations unseen during adaptation, without retraining the source model or requiring a conformational ensemble.

Qing-Yuan Zeng, Zong-Qi Xu, Ang-Lin Liu et al. · 0 citations

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