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Efficient Sampling of Genetically Encoded Biosensor Design Space Enabled with a Design of Experiments and Automation Workflow
Published on: October 17, 2025
Poly (vinyl alcohol)/carboxylated cellulose nanofibers composite hydrogel flexible strain sensors
Xiaorui Liu1, Zijian Wu2, Taghrid S Alomar3
1School of Materials Science and Chemical Engineering, Harbin University of Science and Technology, Harbin 150040, China; State Key Laboratory of Electrical Insulation and Power Equipment, Xi'an Jiaotong University, Xi'an 710049, China.
Abstract:
This study introduces a method for constructing a dual cross-linked hydrogel network via combined chemical and physical processes. Carboxylated cellulose nanofibers (CNF-C) and tannic acid (TA) were integrated into a borax-polyvinyl alcohol (PVA) matrix, followed by the incorporation of metal cations (Al3+) to fabricate PVA/CNF-C composite hydrogels. The PVA-TA@CNF-C-Borax-Al3+ hydrogel forms a multi-crosslinked 3D network through dynamic borate ester bonds between PVA and borax, coordination bonds between TA and Al3+, and hydrogen bonds from CNF, endowing the hydrogel with excellent mechanical properties. The PTCB(PVA-TA@CNF-Borax) hydrogel, with a TA to CNF-C mass ratio of 1:4, exhibits superior mechanical strength(1.6 MPa), robust conductivity(1.7 × 10-2 S/cm), and stable thermal properties(95 % at 60 °C). Furthermore, the influence of different valence ions on the hydrogel's properties was systematically investigated through the introduction of Na+, Zn2+, and Al3+ cations. It was found that Al3+ can effectively enhance the tension and elasticity of the crosslinked network, improving the mechanical adaptability and sensitivity of the hydrogel. Additionally, this hydrogel system exhibits excellent strain-sensing capabilities. When employed as a self-powered triboelectric nanogenerator sensor, it can generate a stable open-circuit voltage of 2 V.
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