Evidence map›Paper›PMID 41756057›Full record

ArticleACS applied energy materials2026

Understanding Binding of Chitosan to Graphene in Li-Ion Battery Anodes from First-Principles.

Burak Ozdemir, Rita Magri

Abstract read
In one paragraph

Article in ACS applied energy materials, 2026. 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

2 authors.

Burak OzdemirDipartimento di Scienze Fisiche, Informatiche e Matematiche, Università di Modena e Reggio Emilia, Via Campi 213/A, 41125 Modena, Italy.ORCID https://orcid.org/0000-0001-7265-4490
Rita MagriDipartimento di Scienze Fisiche, Informatiche e Matematiche, Università di Modena e Reggio Emilia, Via Campi 213/A, 41125 Modena, Italy.ORCID https://orcid.org/0000-0003-2945-0374

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

As a water-soluble, biodegradable, and abundant biopolymer, chitosan presents great advantages over the common PVDF as a possible binder to be used in Li-ion battery graphite anodes. Using accurate density functional theory, which includes a van der Waals long-range energy functional, we have determined that chitosan molecules physisorb on graphene/graphite and orient themselves horizontally, exposing the hydrogen atoms and the amino group to the surface. The binding energy is less than half that of PVDF. The binding is accompanied by the transfer of 0.021 e from graphene to chitosan and is dominated by the van der Waals long-range interactions. We have then investigated how the functionalization of graphene using point defects, oxygen atoms, and OH and LiF molecules as adsorbates affects the binding properties of chitosan. We have found that the presence of carbon vacancies and the functionalization with the OH and LiF molecular adsorbates are effective at increasing the binding. Room temperature significantly increases the chitosan binding energy on graphene functionalized with atomic oxygen or OH groups. The interaction with charged ions in low and high pH environments strongly increases chitosan adhesion to graphene, to which the charge is transferred. The changes of the binding properties of chitosan to the different surfaces are monitored through the analysis of the electronic charge redistribution, Bader charges, and changes in the electronic structure. Our results constitute a baseline study for further investigations of the interaction between the eco-friendly polymeric chitosan and the active material surfaces of electrodes in energy devices.

Indexed as

chitosanDFTgraphenegraphite anodeLi–ion batteryorganic polymer binder

Identifiers

PMID41756057
PMCPMC12934541

What OpenQuestion holds

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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.