A Crack‐Based One‐Dimensional Microspheres Array Enables Thermal–Mechanical Decoupled Dual‐Functional Sensing

(20°C-60°C) and, when integrated with a multilayer perceptron model, classifies four operational states of a pouch cell with 97.0% accuracy. This bioinspired and structurally guided strategy establishes a general approach for constructing multimodal, thermomechanically stable, intelligent flexible sensors.

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Publication Details

Journal
Advanced Science
Published
2026-04-27
DOI
https://doi.org/10.1002/advs.75452
Primary Topic
Advanced Sensor and Energy Harvesting Materials
Type
article
Field-Weighted Citation Impact
0.00

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article

A Crack‐Based One‐Dimensional Microspheres Array Enables Thermal–Mechanical Decoupled Dual‐Functional Sensing

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Advanced Science
Advanced Sensor and Energy Harvesting Materials
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A Crack‐Based One‐Dimensional Microspheres Array Enables Thermal–Mechanical Decoupled Dual‐Functional Sensing

Tianyu Zhu, Lan Shi, Min Chen, Wanqing Xu, Hongyi Tu, Chao Wang, Zehao Wang, Limin Wu
article en

Abstract

(20°C-60°C) and, when integrated with a multilayer perceptron model, classifies four operational states of a pouch cell with 97.0% accuracy. This bioinspired and structurally guided strategy establishes a general approach for constructing multimodal, thermomechanically stable, intelligent flexible sensors.

Advanced Science
Advanced Coatings (Belgium) (BE)
National Natural Science Foundation of China, National Key Research and Development Program of China
Affordable and clean energy
Openalex Percentile: Top 8%
Advanced Sensor and Energy Harvesting Materials
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