Evidence map›Paper›PMID 42883188›Full record

ArticleMolecules (Basel, Switzerland)2026

Accounting for Thermal Effects in the Charge-Transfer Properties of Dipolar Organic Dyes for Dye-Sensitized Solar Cells.

Pierre C Souza-Junior, Mateus R Barbosa, Guilherme D R Matos, Flávio O Sanches-Neto, João B L Martins, Daniel F Scalabrini-Machado

Abstract read
In one paragraph

Article in Molecules (Basel, Switzerland), 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

6 authors.

Pierre C Souza-JuniorLaboratório de Modelagem de Sistemas Complexos, Instituto de Química, Universidade de Brasília, Brasília 70910-900, DF, Brazil.ORCID 0009-0001-6386-7897
Mateus R BarbosaLaboratório de Modelagem de Sistemas Complexos, Instituto de Química, Universidade de Brasília, Brasília 70910-900, DF, Brazil.ORCID 0000-0002-6516-0983
Guilherme D R MatosLaboratório de Modelagem de Sistemas Complexos, Instituto de Química, Universidade de Brasília, Brasília 70910-900, DF, Brazil.ORCID 0000-0002-7425-3567
Flávio O Sanches-NetoInstituto Federal de Educação, Ciência e Tecnologia de Goiás, Goiânia 72876-601, GO, Brazil.ORCID 0000-0002-0664-171X
João B L MartinsLaboratório de Química Computacional, Instituto de Química, Universidade de Brasília, Brasília 70910-900, DF, Brazil.ORCID 0000-0001-8677-3239
Daniel F Scalabrini-MachadoLaboratório de Modelagem de Sistemas Complexos, Instituto de Química, Universidade de Brasília, Brasília 70910-900, DF, Brazil.ORCID 0000-0001-9690-6090

Funding

Conselho Nacional de Desenvolvimento Científico e Tecnológico 444496/2024-6Coordenação de Aperfeicoamento de Pessoal de Nível Superior 88887.191202/2025-00Foundation for Research Support of the Federal District 00193-00000867/2024-94Fundação de Apoio a Pesquisa do Estado de Goiás 202510267000467
6 · The paper itself

Abstract

Metal-free donor-π-acceptor (D-π-A) dyes are attractive, low-cost sensitizers for dye-sensitized solar cells (DSSC), and computational screening allows rapid exploration of this vast chemical space. However, most screening protocols characterize each candidate from a single low-energy conformer, neglecting the conformational flexibility that these dyes retain at typical operating temperatures. Here we present a thermally aware screening framework that combines CREST conformational sampling with CENSO ensemble refinement (r

Indexed as

computational screeningconformational samplingdonor–π–acceptor dyesDSSCTD-DFTthermal effects

Identifiers

PMID42883188
PMCPMC13666422

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.