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Updated: Jun 11, 2026

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Elaborate Control of Inkjet Printer for Fabrication of Chip-based Supercapacitors
Published on: November 30, 2021
Inkjet-Printed BaTiO3 Nanoparticle-Embedded Capacitor Array for Physical Unclonable Function
Woongki Hong1,2, Murali Bissannagari3, Youngjae Cho4
1Interdisciplinary Program of Bioengineering, College of Engineering, Seoul National University, Seoul 08826, Republic of Korea.
ACS Applied Materials & Interfaces
|June 9, 2026
Summary
This study introduces nanoparticle-based capacitor PUFs (CAP-PUFs) for unique digital fingerprints. Electrically readable and microelectronics-compatible, these CAP-PUFs leverage nanoscale randomness for enhanced security.
Area of Science:
- Materials Science
- Microelectronics Engineering
- Nanotechnology
Background:
- Nanoparticle (NP)-based physical unclonable functions (PUFs) offer nanoscale randomness as an alternative to microfabrication-based PUFs.
- Existing NP-based optical PUFs are limited by bulky readout systems incompatible with microelectronics.
Purpose of the Study:
- To develop an electrically readable NP-based PUF technology integrated into microelectronics.
- To utilize the inherent physical randomness of nanoparticles for secure digital fingerprinting.
Main Methods:
- Developed nanoparticle-based capacitor PUF (CAP-PUF) technology using high-k BaTiO3 NPs.
- Employed inkjet printing micropatterning for fabricating NP-embedded CAP-PUF arrays.
- Optimized inkjet-printing parameters to enhance the natural randomness of NP micropatterns.
Main Results:
- Achieved high security performance with an inter-Hamming distance of 0.52 and intra-Hamming distance of 0.064.
- Demonstrated uniformity of 0.44 and entropy of 0.989 for the BaTiO3 NP-embedded CAP-PUF array.
- Confirmed the potential for unique digital fingerprints based on nanoscale randomness.
Conclusions:
- High-k NP inkjet-printing-based CAP-PUFs offer a viable solution for secure, microelectronics-integrated digital fingerprints.
- The developed technology leverages intrinsic nanoscale randomness for robust security applications.
- This approach overcomes limitations of optical PUFs by enabling electrical readout.

