Author

Hao-Ran Yan

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Review Open access Sep 2026

Bio-Based Self-Healing Polyurethane Coatings for Electronic Skin: From Dynamic Network Design to Embodied Intelligent Applications

As a crucial intersection of flexible electronics and embodied intelligent robotics, electronic skin is evolving from single flexible sensors toward a skin-like intelligent system integrating flexible support, signal sensing, environmental protection, signal transmission, and intelligent feedback. With expanding applic...

Xiang Zhou, Hao-Ran Yan, Zi-Hao Wang et al. · Coatings · 0 citations

#machine learning Preprint Sep 2026

Neural Scaling Laws of Transformer Operator Network

This work develops a theoretical framework for characterizing the approximation and generalization errors of transformer-based operator learning, and derives a universal approximation error of transformer-based operator learning for H\"older-regular operators".

Hao-Ran Yan, Zhong-Jie Shi, Yuan-Zhe Xi et al. · 0 citations