Evidence map›Paper›PMID 42529566›Full record

ReviewRSC advances2026

Decoding non-fullerene acceptors for organic solar cells: a theoretical structure-property-performance perspective.

Habib Ul Murtaza, 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.

Habib Ul MurtazaDepartment of Chemistry, Government College University Faisalabad Faisalabad 38000 Pakistan Janjua@gcuf.edu.pk Dr_Janjua2010@yahoo.com nimrasultan787@gmail.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 nimrasultan787@gmail.com +92 300 660 49 48.ORCID https://orcid.org/0009-0002-8719-1980
Muhammad Ramzan Saeed Ashraf JanjuaDepartment of Chemistry, Government College University Faisalabad Faisalabad 38000 Pakistan Janjua@gcuf.edu.pk Dr_Janjua2010@yahoo.com nimrasultan787@gmail.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

Organic solar cells (OSCs) have become promising next-generation photovoltaic technologies because of their flexibility, solution processability, and light weight. However, the use of traditional fullerene-based acceptors has been hampered by poor absorption, poor tunability, and energy losses that require the fabrication of sophisticated materials like non-fullerene acceptors (NFAs). The purpose of this review is to provide multi-faceted theoretical insight into the structure-property-performance relationship in NFAs with emphasis on how electronic structure, optical behavior, charge transport and eventual device efficiency can be impacted under the influence of molecular design. It is analyzed systematically through theoretical and computational methods such as density functional theory (DFT), time-dependent DFT (TD-DFT), molecular dynamics simulations and machine learning (ML) methods. Such techniques are used to measure important descriptors including HOMO-LUMO energy levels, bandgap, reorganization energy, dipole moment, exciton binding energy and molecular packing. The work shows that optoelectronic properties can be accurately tuned using rational molecular engineering

Identifiers

PMID42529566
PMCPMC13417718

What OpenQuestion holds

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LicenceCC BY-NC
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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.