Evidence map›Paper›PMID 40628374›Full record

ArticleACS applied materials & interfaces2025

Hydrogel-to-Aerogel Transitions in Polymer-Particle Hydrogels Expand the Wildfire Defense Window.

Changxin Dong, Samya Sen, Zhennan Ru, Athena Kolli, Paxton S Appel, Jonathan A Fan, Eric A Appel

Abstract read
In one paragraph

Article in ACS applied materials & interfaces, 2025. 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

7 authors.

Changxin DongDepartment of Materials Science & Engineering, Stanford University, Stanford, California 94305, United States.ORCID 0000-0001-9214-747X
Samya SenDepartment of Materials Science & Engineering, Stanford University, Stanford, California 94305, United States.ORCID 0000-0003-3043-8217
Zhennan RuDepartment of Materials Science & Engineering, Stanford University, Stanford, California 94305, United States.
Athena KolliDepartment of Materials Science & Engineering, Stanford University, Stanford, California 94305, United States.ORCID 0009-0002-5519-2428
Paxton S AppelClassical Conversations, Redwood City, California 94061, United States.
Jonathan A FanDepartment of Electrical Engineering, Stanford University, Stanford, California 94305, United States.ORCID 0000-0001-9816-9979
Eric A AppelDepartment of Materials Science & Engineering, Stanford University, Stanford, California 94305, United States.ORCID 0000-0002-2301-7126

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The 2025 Los Angeles wildfires caused widespread urban destruction and displacement, and severe economic losses, highlighting the urgent need for better fire retardants. Current fire suppression strategies rely heavily on water, chemical fire retardants, and water-enhancing gels, which use superabsorbent polymers to retain water and adhere to substrates, offering extended fire protection compared to water alone. However, their effectiveness is limited by evaporation and degradation under extreme heat and wind conditions. This study investigates the thermal properties, evaporation dynamics, and fire retardancy mechanisms of a novel polymer-particle (PP) hydrogel with aerogel-forming capabilities. The boiling-induced water vapor expansion and bubble nucleation drive the transformation of the hydrogel into a highly porous, foam-like fire-retardant coating upon rapid heat desiccation, enhancing thermal insulation. By evaluating the retardancy window across different evaporation stages under high heat and wind conditions, this study aims to determine the duration, effectiveness, and governing physical mechanisms of this unique retardant system. These findings provide a framework for designing the next generation of fire retardants with optimized thermal stability and extended protection for wildfire mitigation.

Indexed as

dynamic hydrogelfire retardantmesoporoussilica aerogelthermal activation

Identifiers

PMID40628374
PMCPMC12291078

What OpenQuestion holds

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LicenceCC BY-NC-ND
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.