ReviewSmall (Weinheim an der Bergstrasse, Germany)2026
Enhancing Thermal Stability of Perovskite Film for durable Solar Cells.
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. Cited by 1 paper.
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
1 citing paper in PubMed.
- Degradation and Stabilization of Inverted Perovskite Solar Cells.Nanomaterials (Basel, Switzerland) · 2026Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
9 authors.
Funding
Abstract
The practical application of metal halide PSCs (PSCs) is badly impeded by their long-term stability concerns, with the issues primarily rooted in the perovskite film. In real-service environments, PSCs endure multiple external factors, light, heat, humidity, and oxygen. Among them, thermal instability represents a particularly severe and fundamental challenge, since heat acts not only as a direct degradation driver but also as a potent accelerator of other degradation pathways. Herein, this review discusses the thermal degradation mechanisms of perovskite from the perspectives of phase transition, materials decomposition, thermal stress, passivation failure and thermal coupled effect, with the latter two aspects emphasized. Then, the review outlines the effective strategies for enhancing the thermal stability of perovskite film and corresponding solar cells, including A-site cation component engineering, crystal facet engineering, dimensional engineering, stress regulation and ion migration inhibition. Finally, perspectives on the future researches for advancing the development of thermally stable devices are proposed, aiming to offer referable routes for accelerating the PSCs industrialization.
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What OpenQuestion holds
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.