Evidence map›Paper›PMID 41946583›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2026

Multi-scale Optimization on Interfacial Evaporative Cooling for Photovoltaic Performance Enhancement.

Fuxiang Li, Haosheng Lin, Zengguang Sui, Yunren Sui, Zhixiong Ding, Wei Wu

Abstract read
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 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.

Fuxiang LiSchool of Energy and Environment, City University of Hong Kong, Hong Kong, China.
Haosheng LinSchool of Energy and Environment, City University of Hong Kong, Hong Kong, China.
Zengguang SuiSchool of Energy and Environment, City University of Hong Kong, Hong Kong, China.
Yunren SuiSchool of Energy and Environment, City University of Hong Kong, Hong Kong, China.
Zhixiong DingSchool of Energy and Environment, City University of Hong Kong, Hong Kong, China.
Wei WuSchool of Energy and Environment, City University of Hong Kong, Hong Kong, China.ORCID https://orcid.org/0000-0002-9657-6682

Funding

City University of Hong Kong No. 9667263Conservation Fund of Hong Kong No. 76/2022National Natural Science Foundation of China 52322812National Natural Science Foundation of China 52476019Research Grants Council of Hong Kong CityU 11218922
6 · The paper itself

Abstract

Over 70% of incident sunlight is wasted as heat in silicon photovoltaics (PV), raising operating temperatures and degrading performance. This study proposes efficient interfacial evaporation-based cooling technology and systematically optimizes it towards array-scale applications. Research confirms the evaporator's water transport capacity far exceeds the thermal load (∼1200 W/m

Indexed as

interfacial evaporationmultiphysics modelmultiscale optimizationphotovoltaicthermal management

Identifiers

PMID41946583
PMCPMC13285113

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.