Evidence map›Paper›PMID 40965260›Full record

ArticleSmall (Weinheim an der Bergstrasse, Germany)2025

DFT-Assisted Approach to Low-Temperature Graphene Growth on Sapphire.

Umut Kaya, Armin Sahinovic, Leon Lörcher, Carmen Nordhoff, Yasaman Jarrahi Zadeh, Tyler Lott, Germán Sciaini, Axel Lorke, Wolfgang Mertin, Rossitza Pentcheva and 1 more

Abstract read
In one paragraph

Article in Small (Weinheim an der Bergstrasse, Germany), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Optimizing the Graphene/α-AlACS applied nano materials · 2025
    Article
  2. DFT-Assisted Approach to Low-Temperature Graphene Growth on Sapphire.Small (Weinheim an der Bergstrasse, Germany) · 2025
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

11 authors.

Umut KayaWerkstoffe der Elektrotechnik and CENIDE, University of Duisburg-Essen, Bismarckstraße 81, 47057, Duisburg, Germany.ORCID https://orcid.org/0009-0006-6048-7692
Armin SahinovicDepartment of Physics and CENIDE, University of Duisburg-Essen, Lotharstraße 1, 47057, Duisburg, Germany.ORCID https://orcid.org/0000-0002-1711-4309
Leon LörcherWerkstoffe der Elektrotechnik and CENIDE, University of Duisburg-Essen, Bismarckstraße 81, 47057, Duisburg, Germany.
Carmen NordhoffWerkstoffe der Elektrotechnik and CENIDE, University of Duisburg-Essen, Bismarckstraße 81, 47057, Duisburg, Germany.
Yasaman Jarrahi ZadehDepartment of Physics and CENIDE, University of Duisburg-Essen, Lotharstraße 1, 47057, Duisburg, Germany.
Tyler LottDepartment of Chemistry and Waterloo Institute for Nanotechnology, University of Waterloo, Waterloo, N2L 3G1, Canada.ORCID https://orcid.org/0000-0001-7156-1268
Germán SciainiDepartment of Chemistry and Waterloo Institute for Nanotechnology, University of Waterloo, Waterloo, N2L 3G1, Canada.ORCID https://orcid.org/0000-0002-2120-3996
Axel LorkeDepartment of Physics and CENIDE, University of Duisburg-Essen, Lotharstraße 1, 47057, Duisburg, Germany.ORCID https://orcid.org/0000-0002-0405-7720
Wolfgang MertinWerkstoffe der Elektrotechnik and CENIDE, University of Duisburg-Essen, Bismarckstraße 81, 47057, Duisburg, Germany.ORCID https://orcid.org/0000-0001-6792-6033
Rossitza PentchevaDepartment of Physics and CENIDE, University of Duisburg-Essen, Lotharstraße 1, 47057, Duisburg, Germany.ORCID https://orcid.org/0000-0002-4423-8980
Gerd BacherWerkstoffe der Elektrotechnik and CENIDE, University of Duisburg-Essen, Bismarckstraße 81, 47057, Duisburg, Germany.ORCID https://orcid.org/0000-0001-8419-2158

Funding

Center for Computational Sciences and Simulation of the University of Duisburg-Essen 20876/209-1Center for Computational Sciences and Simulation of the University of Duisburg-Essen 20876/243-1 FUGGGerman Research Foundation (Deutsche Forschungsgemeinschaft, DFG) 461605777Natural Sciences and Engineering Council of Canada (NSERC) CREATE 565360
6 · The paper itself

Abstract

Controlling the direct growth of 2D materials onto dielectric substrates is considered as a key requirement for integrating these ultrathin functional materials into existing technology platforms. Here, a combined experimental and theoretical approach is presented to unravel the mechanism of low-temperature graphene growth on sapphire, a dielectric substrate widely used in the semiconductor industry. A clear dependence of the graphene growth rate on the crystal facet is found, with the highest growth rate for a-plane and ca-plane, and the lowest for r-plane sapphire. Density functional theory calculations reveal that the coordination environment of surface oxygen ions governs carbon adsorption energetics: lower coordinated oxygen sites on the a-plane markedly enhance carbon atom binding, driving nucleation and growth, while higher coordinated oxygen sites on the r-plane hinder adsorption and growth. Guided by these insights, it is demonstrated that tailoring substrate termination yields controllable graphene formation at temperatures as low as 670 °C and sheet resistances down to 1.65 kΩ □

Indexed as

density functional theory (DFT)grapheneplasma‐enhanced chemical vapor depositionsapphire

Identifiers

PMID40965260
PMCPMC12590534

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.