Labyrinthine Microstructures With a High Dipole Moment Boron Complex for Molecular Physically Unclonable Functions

dc.contributor.author Yıldız, T.A.
dc.contributor.author Kiremitler, N.B.
dc.contributor.author Kayacı, N.
dc.contributor.author Kalay, M.
dc.contributor.author Özcan, E.
dc.contributor.author Deneme, I.
dc.contributor.author Usta, H.
dc.date.accessioned 2025-11-20T16:15:53Z
dc.date.available 2025-11-20T16:15:53Z
dc.date.issued 2025
dc.description.abstract The design and development of novel molecular-physically unclonable functions (PUFs) with advanced encoding characteristics and ease of fabrication have recently attracted attention in cryptography, secure authentication, and anticounterfeiting. Here, we report the development of a new high dipole-moment small molecule, InIm-BF<inf>2</inf>, a difluoroborate complex of an indolyl-imine ligand, and the fabrication of unique labyrinthine patterns through a facile two-step thin film process under ambient conditions. The new molecule has a dipolar, coplanar π-backbone and arranges in the solid state with antisymmetric cofacial π-stackings (3.86 Å). These properties, along with short C–H···π contacts (2.74–2.88 Å) and nonclassical C–H···F hydrogen bonds (2.47–2.51 Å) (23.4% and 11.5% of the Hirshfeld surfaces, respectively), drive the formation of amorphous molecular PUF patterns with disordered, short-range interactions. Spin-coating followed by thermal annealing at a moderate temperature produces nanoscopic molecular thin films with intricate labyrinthine patterns. These patterns, characterized by interconnected, irregularly shaped, micron-sized (≈50–100 μm) features, exhibit excellent PUF characteristics, verified through advanced image analysis and computational algorithms. Unlike randomly positioned isolated features in classical binarized keys, the interconnected labyrinthine patterns possess rich entropy and complex features, directly authenticated via deep-learning methodologies. Our work not only demonstrates a facile, promising approach to fabricating unique high-entropy PUF patterns but also provides critical insights into designing advanced molecular materials for next-generation security applications. © 2025 The Authors. Published by American Chemical Society en_US
dc.description.sponsorship T?rkiye Bilimsel ve Teknolojik Arastirma Kurumu [122F215]; T?rkiye Bilimler Akademisi [NA]
dc.description.sponsorship H.U., M.S.O., and N.B.K. acknowledge the financial support from The Scientific and Technological Research Council of Turkiye (TUBITAK 1001, grant number 122F215). B.C. acknowledges the partial support from the Turkish Academy of Sciences, Outstanding Young Scientists Awards (TUBA-GEBIP 2023).
dc.description.sponsorship Türkiye Bilimsel ve Teknolojik Araştırma Kurumu, TUBITAK, (TUBİTAK 1001, 122F215); Türkiye Bilimler Akademisi, (TÜBA-GEBİP 2023)
dc.identifier.doi 10.1021/acsami.5c13228
dc.identifier.issn 1944-8244
dc.identifier.issn 1944-8252
dc.identifier.scopus 2-s2.0-105021657378
dc.identifier.uri https://doi.org/10.1021/acsami.5c13228
dc.language.iso en en_US
dc.publisher American Chemical Society en_US
dc.relation.ispartof ACS Applied Materials & Interfaces en_US
dc.rights info:eu-repo/semantics/openAccess en_US
dc.subject Anticounterfeiting en_US
dc.subject Dipolar Boron Complex en_US
dc.subject High Dipole Moment en_US
dc.subject Labyrinthine Microstructure en_US
dc.subject Physically Unclonable Functions en_US
dc.title Labyrinthine Microstructures With a High Dipole Moment Boron Complex for Molecular Physically Unclonable Functions
dc.type Article en_US
dspace.entity.type Publication
gdc.author.id Özcan, Emrah/0000-0001-6325-5674
gdc.author.id COŞKUN, Zehra/0009-0003-1112-0737
gdc.author.id Kiremitler, N Burak/0000-0001-6065-4899
gdc.author.id Onses, Mustafa Serdar/0000-0001-6898-7700
gdc.author.id KAYACI, Nilgün/0000-0002-7988-8668
gdc.author.institutional Deneme, İbrahim
gdc.author.institutional Usta, Hakan
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gdc.author.wosid Kiremitler, N Burak/AAO-9316-2021
gdc.author.wosid COSUT, Bunyemin/X-7554-2019
gdc.author.wosid Yildiz, Tevhide/OPO-0829-2025
gdc.author.wosid KALAY, MUSTAFA/AEV-5119-2022
gdc.author.wosid Usta, Hakan/L-6636-2013
gdc.author.wosid KAYACI, Nilgün/O-7236-2019
gdc.author.wosid Onses, Mustafa Serdar/AAG-5584-2019
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gdc.description.department Abdullah Gül Üniversitesi en_US
gdc.description.departmenttemp [Yıldız] Tevhide Ayça, Department of Materials Science and Nanotechnology Engineering, Abdullah Gül Üniversitesi, Kayseri, Kayseri, Turkey; [Kiremitler] N. Burak, ERNAM-Nanotechnology Research and Application Center, Erciyes Üniversitesi, Kayseri, Kayseri, Turkey, Department of Materials Science and Engineering, Erciyes Üniversitesi, Kayseri, Kayseri, Turkey; [Kayacı] Nilgün, Department of Materials Science and Nanotechnology Engineering, Abdullah Gül Üniversitesi, Kayseri, Kayseri, Turkey; [Kalay] Mustafa Utku, ERNAM-Nanotechnology Research and Application Center, Erciyes Üniversitesi, Kayseri, Kayseri, Turkey, Department of Electricity and Energy, Kayseri University, Kayseri, Kayseri, Turkey; [Özcan] Emrah, Department of Chemistry, Gebze Teknik Üniversitesi, Gebze, Kocaeli, Turkey, Department of Physics, Jihočeská Univerzita v Českých Budějovicích, Ceske Budejovice, Czech Republic; [Deneme] İbrahim, Department of Materials Science and Nanotechnology Engineering, Abdullah Gül Üniversitesi, Kayseri, Kayseri, Turkey; [Coşkun] Zehra, Department of Chemistry, Gebze Teknik Üniversitesi, Gebze, Kocaeli, Turkey; [Onses] Mustafa Serdar, ERNAM-Nanotechnology Research and Application Center, Erciyes Üniversitesi, Kayseri, Kayseri, Turkey, Department of Materials Science and Engineering, Erciyes Üniversitesi, Kayseri, Kayseri, Turkey; [Çoşut] Bünyemin, Department of Chemistry, Gebze Teknik Üniversitesi, Gebze, Kocaeli, Turkey; [Usta] Hakan, Department of Materials Science and Nanotechnology Engineering, Abdullah Gül Üniversitesi, Kayseri, Kayseri, Turkey en_US
gdc.description.endpage 62696 en_US
gdc.description.issue 45 en_US
gdc.description.publicationcategory Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı en_US
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gdc.description.volume 17 en_US
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gdc.virtual.author Deneme, İbrahim
gdc.virtual.author Usta, Hakan
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