Evidence map›Paper›PMID 37389699›Full record

ArticleJournal of molecular modeling2023

Colloidal stability of graphene in aqueous medium: a theoretical approach through molecular dynamics.

I Montes-Zavala, E O Castrejón-González, J A González-Calderón, V Rico-Ramírez

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Article in Journal of molecular modeling, 2023. 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

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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.

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4 · The record

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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

4 authors.

I Montes-ZavalaDepartamento de Ingeniería Química, Tecnológico Nacional de México en Celaya, Av. Tecnológico y A. García Cubas S/N, 38010, Celaya, Guanajuato, México.
E O Castrejón-GonzálezDepartamento de Ingeniería Química, Tecnológico Nacional de México en Celaya, Av. Tecnológico y A. García Cubas S/N, 38010, Celaya, Guanajuato, México. omar@iqcelaya.itc.mx.
J A González-CalderónCátedras Conacyt-IFUASLP, Instituto de Física, Av. Manuel Nava 6, Zona Universitaria, 78290, San Luis Potosí, San Luis Potosí, México. amir@ifisica.uaslp.mx.
V Rico-RamírezDepartamento de Ingeniería Química, Tecnológico Nacional de México en Celaya, Av. Tecnológico y A. García Cubas S/N, 38010, Celaya, Guanajuato, México.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

contextGraphene has been used as reinforcement of polymeric nanocomposites to increase mechanical and electrical properties. Recently, graphene suspensions have been used for the development of nanofluids in automotive applications, where improvements in convection heat transfer coefficients and pressure drops have been reported. However, dispersions of graphene sheets in a polymeric matrix as well as in a solvent medium are difficult to achieve; that is because Van der Waals, [Formula: see text] and Coulombic interactions cause agglomerations. Surface chemical modifications have been considered as viable options to improve the graphene integration. In this work, we studied the colloidal stability of aqueous solutions of graphene sheets functionalized with (i) carboxylic groups, (ii) 3-amino-propyl tri-ethoxy silane (amphiphilic behavior), (iii) graphene oxide, and (iv) pristine graphene. Results show that the lower sedimentation velocity corresponds to the graphene functionalized with carboxylic groups, which presents the higher colloidal stability. However, the amphiphilic group enhances the interaction energy between graphene and the solvent; we believe that there is a threshold percentage of functionalization that improves the colloidal stability of graphene.

methodTransport properties of graphene solutions were estimated by using Non-Equilibrium Molecular Dynamics simulations to generate Poiseuille flow in an NVT ensemble. Simulations were developed in the LAMMPS code. The COMPASS Force Field was used for the graphene systems and the TIP3P for the water molecules. Bonds and angles of hydrogen atoms were kept rigid by using the shake algorithm. The molecular models were built through MedeA and visualized with the Ovito software.

Indexed as

GraphiteMolecular Dynamics SimulationAlgorithmsPolymersSolventsWaterGraphitePolymersSolventsWaterColloidal stabilityFunctionalized grapheneMolecular dynamicsPoiseuille flow

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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.