Evidence map›Paper›PMID 41955475›Full record

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

Highly-Conductive and Micro-Structured Transparent Glass Substrates for Efficient and Scalable Photoelectrochemical Applications.

Telmo da Silva Lopes, Jeffrey Capitão, Amin Khan, Leonardo Rodrigues, Dzmitry Ivanou, Tânia Lopes, Paula Dias, Adélio Mendes

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

8 authors.

Telmo da Silva LopesLEPABE - Laboratory for Process Engineering, Environment, Biotechnology and Energy, ALiCE - Associate Laboratory in Chemical Engineering, Faculty of Engineering, University of Porto, Rua Dr. Roberto Frias, Porto, Portugal.
Jeffrey CapitãoLEPABE - Laboratory for Process Engineering, Environment, Biotechnology and Energy, ALiCE - Associate Laboratory in Chemical Engineering, Faculty of Engineering, University of Porto, Rua Dr. Roberto Frias, Porto, Portugal.
Amin KhanLEPABE - Laboratory for Process Engineering, Environment, Biotechnology and Energy, ALiCE - Associate Laboratory in Chemical Engineering, Faculty of Engineering, University of Porto, Rua Dr. Roberto Frias, Porto, Portugal.
Leonardo RodriguesLEPABE - Laboratory for Process Engineering, Environment, Biotechnology and Energy, ALiCE - Associate Laboratory in Chemical Engineering, Faculty of Engineering, University of Porto, Rua Dr. Roberto Frias, Porto, Portugal.
Dzmitry IvanouLEPABE - Laboratory for Process Engineering, Environment, Biotechnology and Energy, ALiCE - Associate Laboratory in Chemical Engineering, Faculty of Engineering, University of Porto, Rua Dr. Roberto Frias, Porto, Portugal.
Tânia LopesLEPABE - Laboratory for Process Engineering, Environment, Biotechnology and Energy, ALiCE - Associate Laboratory in Chemical Engineering, Faculty of Engineering, University of Porto, Rua Dr. Roberto Frias, Porto, Portugal.
Paula DiasLEPABE - Laboratory for Process Engineering, Environment, Biotechnology and Energy, ALiCE - Associate Laboratory in Chemical Engineering, Faculty of Engineering, University of Porto, Rua Dr. Roberto Frias, Porto, Portugal.ORCID https://orcid.org/0000-0002-3837-0715
Adélio MendesLEPABE - Laboratory for Process Engineering, Environment, Biotechnology and Energy, ALiCE - Associate Laboratory in Chemical Engineering, Faculty of Engineering, University of Porto, Rua Dr. Roberto Frias, Porto, Portugal.

Funding

European Union-NextGeneration EU UI/BD/150993/2021Foundation for Science and Technology (FCT) CEECIND/02385/2021Foundation for Science and Technology (FCT) CEECIND/02862/2018)Foundation for Science and Technology (FCT) COVID/BD/153645/2024Foundation for Science and Technology (FCT) SFRH/BD/147426/2019
6 · The paper itself

Abstract

Photoelectrochemical (PEC) cells use semiconductor-based photoelectrodes to directly convert sunlight into storable electrochemical fuels like hydrogen. Recent advances in material efficiency and stability have sparked interest in scaling this technology for industrial implementation. This work identifies key upscaling challenges that hinder the performance of large-area PEC devices, specifically: (1) ohmic losses in the electron-conductive substrate of the photoelectrode; (2) inhomogeneities of the photoabsorber; (3) ionic transport limitations in the electrolyte; (4) (photo)active area losses from bubble accumulation; and (5) concentration polarization and pH gradient losses at the photoelectrode-electrolyte interface. The first two challenges were addressed using a laser-ablation lithography-assisted spray pyrolysis procedure to produce uniform, conductive, stable, and high-surface-area transparent glass substrates. Micrometer-thick fluorine-doped tin oxide current collectors enhanced conductivity, while surface texturization maximized surface area. Device architecture (PortoCell), electrolyte concentration, and flow rate were optimized to mitigate the remaining limitations. The final optimized system, tested using a conformal hematite (α-Fe

Indexed as

energy storagehematite photoelectrodeslaser‐ablation lithographyphotoelectrochemical cellssolar fuelsspray pyrolysistransparent conductive oxidesupscaling

Identifiers

PMID41955475
PMCPMC13185818

What OpenQuestion holds

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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.