4.6 Article

Efficient modeling of organic adsorbates on oxygen-intercalated graphene on Ir(111)

Journal

PHYSICAL REVIEW B
Volume 105, Issue 19, Pages -

Publisher

AMER PHYSICAL SOC
DOI: 10.1103/PhysRevB.105.195304

Keywords

-

Funding

  1. Academy of Finland via the Artificial Intelligence for Microscopic Structure Search (AIMSS) [316601]
  2. Flagship Programme: Finnish Center for Artificial Intelligence FCAI
  3. Emil Aaltonen Foundation
  4. Academy of Finland (AKA) [316601, 316601] Funding Source: Academy of Finland (AKA)

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In this study, the precise film morphologies of organic charge transfer complexes (CTCs) grown on intercalated graphene are investigated using a global ab initio structure search method. By approximating the complex substrate with charged freestanding graphene, the stable structures of prototypical electron acceptor/donor molecules on supported graphene are identified. It is found that the molecules physisorb to graphene in various configurations, indicating the important role of molecule-molecule interactions in film formation.
Organic charge transfer complexes (CTCs) can be grown as thin films on intercalated graphene (Gr). Deciphering their precise film morphologies requires global ab initio structure search, where configurational sampling is computationally intractable unless we reconsider the model for the complex substrate. In this study, we employ charged freestanding Gr to approximate an intercalated Gr/O/Ir(111) substrate, without altering the adsoption properties of deposited molecules. We compare different methods of charging Gr and select the most appropriate substitute model for Gr/O/Ir(111) that maintains the adsorption properties of fluorinated tetracyanoquinodimethane (F4TCNQ) and tetrathiafulvalene (TTF), prototypical electron acceptor/donor molecules in CTCs. Next, we apply our model in the Bayesian optimization structure search method and density-functional theory to identify the stable structures of F4TCNQ and TTF on supported Gr. We find that both molecules physisorb to Gr in various configurations. The narrow range of adsorption energies indicates that the molecules may diffuse easily on the surface and molecule-molecule interactions likely have a central role in film formation. Our study shows that complex intercalated substrates may be approximated with charged freestanding Gr, which can facilitate exhaustive structure search of CTCs.

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