ArticleSmall (Weinheim an der Bergstrasse, Germany)2026
From Passive to Active: Self-Propelled Colloids in Coatings Formulation and Film Formation.
Article 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 2 papers.
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
2 citing papers in PubMed.
- Advancing polyallophanate powder coating performance and function with colloidal lignin particles.RSC advances · 2026Article
- From Passive to Active: Self-Propelled Colloids in Coatings Formulation and Film Formation.Small (Weinheim an der Bergstrasse, Germany) · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
Abstract
Coatings are widely used in protective and functional applications but are fundamentally limited by the passive nature of their formulation ingredients. This leads to a critical lack of control over the spatial distribution of ingredients and prevents the optimization of key functional properties. Here, we demonstrate the use of active, self-propelled constituents in coatings formulations. By introducing active Janus colloids (JCs), we show how they overcome sedimentation and chemical gradients to accumulate at both top and bottom coating interfaces. We find that balancing the timescales of fuel depletion and evaporation-induced assembly is key to control the JCs distribution within the dried coating. JCs at the top coating surface have an orientational bias, with the sub-equatorial orientation being the most common. While our study is a proof-of-concept demonstration on a model system, it establishes a framework for harnessing active Janus colloids to influence coating microstructure. This work could lay the foundation for future studies developing functional coatings with tuned microstructure enabled by orientation-biased active JCs.
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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.