ReviewSmall (Weinheim an der Bergstrasse, Germany)2026
Photocorrosion, Protection, and Predictive Design in Solar Water Splitting.
Review in Small (Weinheim an der Bergstrasse, 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.
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.
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.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
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Authors and funding
9 authors.
Funding
Abstract
Photoelectrochemical (PEC) technology is a promising pathway for cost-effective, renewable, and clean fuel production from sunlight and water, addressing critical global energy demands. Despite extensive efforts, the major challenges, including unsatisfactory solar-to-hydrogen (STH) efficiency of less than 11.2% and limited long-term stability of less than 3000 h, for the commercialization of PEC water-splitting devices remain unresolved. To strengthen PEC performance and facilitate commercialization, we provide a comprehensive review of key fundamental mechanisms, recent advances in functional materials, interfacial engineering strategies, advanced characterization methods, and computational strategies. These aspects are interrelated and can synergistically form a feedback loop. In particular, computing strategies, which involve artificial intelligence (AI) for predicting device performance and automating experimental processes, can enable circulation within the feedback loop and hence accelerate the advancement of PEC water-splitting devices toward commercial viability (STH efficiency: >15% and long-term stability: >5 years). Ultimately, we aim to inspire researchers in this community through this comprehensive approach to the commercial production of green hydrogen applicable to diverse industrial sectors.
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Registered trials
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.