ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2026
Inverse Design of Pre-Strain via a Predictive Electromechanical Model for Enhanced Strain Sensing.
Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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Abstract
Pre-strain engineering is widely employed to enhance the sensitivity of flexible piezoresistive sensors, yet empirical pre-straining inevitably triggers severe trade-offs among sensitivity, linearity, hysteresis, and effective working range, leaving the identification of the optimal pre-strain an unresolved challenge. Here, an analytical electromechanical model rooted in microcrack evolution mechanics is developed that unifies two governing regimes - conductive-network fragmentation during initial loading and reversible crack opening-closure during steady-state cycling - reproducing experimental data with R
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