Evidence map›Paper›PMID 40572863›Full record

ArticleMaterials (Basel, Switzerland)2025

Potential of Graphene Doping Towards Superlubric Performance of Additively Manufactured Structures.

Pinelopi Katsivardi, Nikolaos Koutroumanis, Alexandros E Karantzalis, Pantelis G Nikolakopoulos, Konstantinos G Dassios

Abstract read
In one paragraph

Article in Materials (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

5 authors.

Pinelopi KatsivardiDepartment of Chemical Engineering, University of Patras, Caratheodory 1, 26504 Patras, Greece.
Nikolaos KoutroumanisAdrine, Patras Science Park, Stadiou Str., 26504 Patras, Greece.ORCID 0000-0002-7084-671X
Alexandros E KarantzalisDepartment of Materials Science and Engineering, University of Ioannina, 45110 Ioannina, Greece.
Pantelis G NikolakopoulosDepartment of Mechanical Engineering and Aeronautics, University of Patras, 26504 Patras, Greece.ORCID 0000-0002-0944-6653
Konstantinos G DassiosDepartment of Chemical Engineering, University of Patras, Caratheodory 1, 26504 Patras, Greece.ORCID 0000-0003-2045-8900

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Significant improvements in the tribological performance of graphene-doped additively manufactured structures are reported, with absolute values of friction coefficients reaching 0.09 corresponding to ca. 70% decreases from plain/un-doped samples. The findings highlight an impressive potential of the nanocarbon variant, to endow superior tribological performance to polymers, bringing them a step closer to the ideal superlubric regime. Such structures of intrinsic superlubric performance are envisioned as viable candidates for the containment of great amounts of energy, currently wasted as friction in a plethora of applications, hence also promoting an ecologically sustainable development. Indications that superlubricity is greatly promoted by nanocarbons, especially by the two-dimensional variant of graphene with excellent response in shear action, are investigated in combination with the effect of surface topography, for the investigation of the tribological performance of three-dimensional structures with geometric surface patterning, additively manufactured from graphene-doped polymers. Spectroscopic, mechanical, and microstructural characterization of plain polymer-based samples and their graphene-enhanced nanocomposite counterparts was followed by tribometric measurements for the establishment of the evolution of the friction coefficient on a certified commercial tribometer operating under the ball-on-disk configuration as well as on a conceptual purpose-built setup. The individual and combined effects of nanomaterial presence and patterning are reported, and the influence of manufacturing-prone micropatterning is examined.

Indexed as

frictiongraphenenanocompositessuperlubricity

Identifiers

PMID40572863
PMCPMC12194527

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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.