Evidence map›Paper›PMID 41800479›Full record

ArticleSmall (Weinheim an der Bergstrasse, Germany)2026

Standardized Elemental Composition Analysis of Graphene-Related 2D Materials (GR2M) With SEM/EDS and XPS Works Reliably.

Paul Mrkwitschka, Mario Sahre, Elena Corrao, Francesco Pellegrino, Beatriz Alonso, Amaia Zurutuza, Jörg Radnik, Vasile-Dan Hodoroaba

Abstract read
In one paragraph

Article in Small (Weinheim an der Bergstrasse, Germany), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

8 authors.

Paul MrkwitschkaDivision 6.1 Surface and Thin Film Analysis, Federal Institute for Research and Testing (BAM), Berlin, Germany.
Mario SahreDivision 6.1 Surface and Thin Film Analysis, Federal Institute for Research and Testing (BAM), Berlin, Germany.
Elena CorraoDepartment of Chemistry and NIS Centre, University of Torino, Torino, Italy.
Francesco PellegrinoDepartment of Chemistry and NIS Centre, University of Torino, Torino, Italy.ORCID https://orcid.org/0000-0001-6126-0904
Beatriz AlonsoGraphenea, San Sebastián, Spain.
Amaia ZurutuzaGraphenea, San Sebastián, Spain.
Jörg RadnikDivision 6.1 Surface and Thin Film Analysis, Federal Institute for Research and Testing (BAM), Berlin, Germany.ORCID https://orcid.org/0000-0003-0302-6815
Vasile-Dan HodoroabaDivision 6.1 Surface and Thin Film Analysis, Federal Institute for Research and Testing (BAM), Berlin, Germany.

Funding

European Union's Horizon Europe Research & Innovation Programme 101092796European Union's Horizon Europe Research & Innovation Programme 101119461
6 · The paper itself

Abstract

Reliable quantification of the chemical composition of graphene-related 2D materials (GR2M) as powders and liquid suspensions is a challenging task. Analytical methods such as X-ray photoelectron spectroscopy (XPS), inductively coupled plasma mass spectrometry (ICP-MS), thermogravimetric analysis (TGA) and Fourier transform infrared spectroscopy (FTIR) are recommended by standardization bodies. The specific parameters to be measured are also defined, e.g., the oxygen-to-carbon (O/C) atomic ratio, the trace metal impurities, or the functional groups. In this contribution, for the first time, results of a systematic study on the capability of energy-dispersive X-ray spectroscopy (EDS) at a scanning electron microscope (SEM) to reliably quantify the O/C ratio and impurities remained from the synthesis of selected GR2M are reported. The robustness of SEM/EDS analysis is verified for various measurement conditions (different excitations and EDS detectors) and the validity of the results is tested by comparison to the established XPS analysis. Moreover, an ionic liquid is used as a reference material for the quantification of the light elements such as C, N, O and F. The study clearly demonstrates the reliability of the fast and widely available SEM/EDS as a standard method for the quantification of the elemental composition of GR2M and generally of light materials.

Indexed as

graphene oxide flakesimpuritiesO/C ratioSEM/EDSstandardXPS

Identifiers

PMID41800479
PMCPMC13137232

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Registered trials

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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.