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Author

Zi-Shun Liu

2 papers indexed here

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Sep 2026

Through-Space-Conjugated Viologen Cyclophanes for Single-Molecule Junctions

Molecular electronics offers a promising route toward device miniaturization beyond the limits of silicon-based technologies, but the rational design of molecular components with stable and tunable charge transport remains challenging. Through-space-conjugated (TSC) viologens are attractive candidates for single-mole...

Yue-Yan Zhang, Yi Qiao, Rong-Rong Wu et al. · 0 citations
Sep 2026

Robust Inverse Identification of Heterogeneous Hyperelastic Materials Under Large Deformation via Residual‐Adaptive Physics‐Informed Neural Networks

Characterizing heterogeneous inclusions in hyperelastic materials is critical for diverse fields ranging from soft robotics to medical diagnostics. However, this inverse problem remains challenging as traditional engineering approaches struggle to resolve sharp material interface and strong nonlinearity, while data‐d...

Jing-Ang Zhu, Wen-Jing Lu, Han Li et al. · 0 citations

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