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ArticleLangmuir : the ACS journal of surfaces and colloids2026

Computational Modeling and Self-Assembly Synthesis of Borazine-Based Free-Standing Molecular-Thin Films.

Dario Calvani, Andy Jiao, Thomas J F Kock, Maxime A Siegler, Karthick Babu Sai Sankar Gupta, Dmitri V Filippov, Huub J M de Groot, G J Agur Sevink, Grégory F Schneider, Francesco Buda

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Article in Langmuir : the ACS journal of surfaces and colloids, 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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1 · What the graph read from it

What it found

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2 · The registry

The trial behind it

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3 · Its place in the literature

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4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

10 authors.

Dario CalvaniLeiden Institute of Chemistry, Faculty of Science, Leiden University, 2333 CC Leiden, The Netherlands.ORCID 0000-0002-3106-4061
Andy JiaoLeiden Institute of Chemistry, Faculty of Science, Leiden University, 2333 CC Leiden, The Netherlands.ORCID 0009-0003-2456-0096
Thomas J F KockLeiden Institute of Chemistry, Faculty of Science, Leiden University, 2333 CC Leiden, The Netherlands.ORCID 0009-0007-6428-4347
Maxime A SieglerDepartment of Chemistry, Johns Hopkins University, Baltimore, Maryland 21218, United States.ORCID 0000-0003-4165-7810
Karthick Babu Sai Sankar GuptaLeiden Institute of Chemistry, Faculty of Science, Leiden University, 2333 CC Leiden, The Netherlands.ORCID 0000-0002-3528-2912
Dmitri V FilippovLeiden Institute of Chemistry, Faculty of Science, Leiden University, 2333 CC Leiden, The Netherlands.
Huub J M de GrootLeiden Institute of Chemistry, Faculty of Science, Leiden University, 2333 CC Leiden, The Netherlands.
G J Agur SevinkLeiden Institute of Chemistry, Faculty of Science, Leiden University, 2333 CC Leiden, The Netherlands.
Grégory F SchneiderLeiden Institute of Chemistry, Faculty of Science, Leiden University, 2333 CC Leiden, The Netherlands.ORCID 0000-0002-3156-4525
Francesco BudaLeiden Institute of Chemistry, Faculty of Science, Leiden University, 2333 CC Leiden, The Netherlands.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Boron-nitride-rich organic thin materials based on borazines have gained significant attention for their potential in nano(opto)electronic and energy storage devices. We address synthetic challenges in producing effective borazine-based thin films by proposing a dual theoretical and experimental protocol. This combines a multiscale computational approach, using density functional theory and classical molecular dynamics, with synthesis and thin-film formation via the Langmuir-Blodgett technique. The computational modeling focuses on three key properties: π-π stacking interactions, molecular steric hindrance, and dynamic self-assembly orientation. This modeling guided the selection of a borazine molecular building block and enabled the successful experimental formation of a free-standing molecular-thin borazine-based film. Solely π-π stacking interactions were found to drive the formation of a bilayer film with a molecular thickness of 2.1 nm, capable of spanning 0.6 μm diameter holes as a free-standing film. The agreement between theory and experiment confirms that the film retains essential features of the borazine molecular crystal, particularly intermolecular offset face-to-face π-π stacking and hexagonal-based pattern orientations. We thus establish a robust and transferable approach for modeling and synthesizing borazine-based thin materials, deepen the understanding of molecular interactions in borazine self-assembly, and demonstrate the suitability of the Langmuir-Blodgett technique for fabricating borazine-based 2D materials.

Identifiers

PMID41490155
PMCPMC12825379

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