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Open access Aug 2026

A versatile and simple rectangular-topology strategy enables robust hydrogels

High‑strength, tough hydrogels are urgently needed for biomedicine and soft robotics, yet single‑network architectures suffer from an inherent trade‑off between mechanical robustness and high water content. Herein, we propose a rectangular topological network (RN) composed of rectangular motifs in a single-network hydr...

Zi-Xuan Yang, Yu Zhang, Zhen Huang et al. · 0 citations
Review Open access Jul 2026

From Experiment-Driven to Theory- and Data-Driven: A Computational Paradigm Shift in High-Entropy Electrocatalyst Design.

A compact DFT-ML-MD closed-loop framework is proposed that links atomic-scale energetics to device-level metrics, with the aim of guiding the accelerated discovery and deployment of high-activity, durable high-entropy electrocatalysts for sustainable energy.

Fangshi Fan, Wei-Wei Cai, Zhen Huang et al. · 0 citations

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