Evidence map›Paper›PMID 41878656›Full record

ReviewRSC advances2026

A review from fullerene dominance to non-fullerene innovation: theoretical perspective on next-generation organic photovoltaics.

Shama Rafiq, Nimra Sultan, Muhammad Ramzan Saeed Ashraf Janjua

Abstract readReview
In one paragraph

Review in RSC advances, 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

3 authors.

Shama RafiqDepartment of Chemistry, Government College University Faisalabad Faisalabad 38000 Pakistan Janjua@gcuf.edu.pk Dr_Janjua2010@yahoo.com +92 300 660 49 48.
Nimra SultanDepartment of Chemistry, Government College University Faisalabad Faisalabad 38000 Pakistan Janjua@gcuf.edu.pk Dr_Janjua2010@yahoo.com +92 300 660 49 48.
Muhammad Ramzan Saeed Ashraf JanjuaDepartment of Chemistry, Government College University Faisalabad Faisalabad 38000 Pakistan Janjua@gcuf.edu.pk Dr_Janjua2010@yahoo.com +92 300 660 49 48.ORCID https://orcid.org/0000-0002-4323-1736

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The mechanical flexibility, solution processability, and the capability for low-cost processing of organic photovoltaics (OPVs) make them a viable class of next-generation solar energy technology. The design of effective electron acceptors that promote exciton dissociation, charge transfer, and long-term device stability is a key feature in finding OPV performance. With a focus on their electronic structure, charge-transfer mechanisms, and structure-property connections, this analysis offers theoretical insights into the fabrication of electron acceptors from traditional fullerene derivatives to sophisticated non-fullerene acceptors (NFAs). The creation of NFAs has been fueled by the restricted tunability, weak visible absorption, and morphological instability of fullerene-based acceptors, which have previously dominated because of their suitable energy levels and isotropic charge transmission. Studies using density functional theory (DFT) and time-dependent DFT (TD-DFT) show how end-group engineering, frontier orbital distribution, and molecule geometry in NFAs improve charge mobility, exciton separation, and light absorption. Additionally, theoretical models demonstrate how important molecular planarity, π-π stacking, and dipole moments are in controlling donor-acceptor interfacial energetics and blend morphogenesis. When taken as a whole, these computational insights offer a basic framework for the logical development of next-generation acceptors targeted at increased photostability, lower energy losses, and higher power conversion efficiencies in OPVs.

Identifiers

PMID41878656
PMCPMC13007892

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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.