Evidence map›Paper›PMID 41681144›Full record

ArticleMaterials (Basel, Switzerland)2026

Characterization of Heat Conduction Performance in Sodium Polyacrylate Hydrogels with Varying Water Content.

Nan Wu, Cuiying Fan, Guoshuai Qin, Xu Zhang, Zengtao Chen, Minghao Zhao, Chunsheng Lu

Abstract read
In one paragraph

Article in Materials (Basel, Switzerland), 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
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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.

Nan WuSchool of Mechanics and Safety Engineering, Zhengzhou University, Zhengzhou 450001, China.
Cuiying FanSchool of Mechanics and Safety Engineering, Zhengzhou University, Zhengzhou 450001, China.ORCID 0000-0002-8755-8917
Guoshuai QinSchool of Electromechanical Engineering, Henan University of Technology, Zhengzhou 450001, China.
Xu ZhangSchool of Mechanics and Safety Engineering, Zhengzhou University, Zhengzhou 450001, China.ORCID 0000-0001-9558-4018
Zengtao ChenDepartment of Mechanical Engineering, University of Alberta, Edmonton, AB T6G 2E1, Canada.ORCID 0000-0002-0106-9638
Minghao ZhaoSchool of Mechanics and Safety Engineering, Zhengzhou University, Zhengzhou 450001, China.
Chunsheng LuSchool of Civil and Mechanical Engineering, Curtin University, Perth, WA 6845, Australia.ORCID 0000-0002-7368-8104

Funding

Key Scientific and Technological Research Projects in Henan Province 232102211075National Natural Science Foundation of China 12272353
6 · The paper itself

Abstract

Sodium polyacrylate (PAAS) hydrogel is a functional polymer known for its excellent water absorption, retention, and thermal stability; however, its thermal conductivity behavior in engineering applications remains insufficiently understood. In this paper, two experimental setups were designed and constructed to measure the specific heat capacity and thermal conductivity of PAAS hydrogel in liquid, powder, and fluid-structure coupled states. The results show that the thermal conductivity initially increases rapidly with increasing water content and then decreases, achieving a maximum enhancement of 66% compared with PAAS powder. In contrast, the specific heat capacity exhibits an exponential increase and asymptotically approaches that of water. These findings demonstrate the thermal properties of PAAS hydrogel can be effectively tuned by adjusting its water content. Based on a composite material parameter model, simple predictive relationships for both specific heat capacity and thermal conductivity were established as functions of water content. Numerical simulations using the Fourier heat conduction equation validate the proposed models, with thermal relaxation behaviors in good agreement with experimental observations. Therefore, this work not only quantifies the thermal conductivity performance of PAAS hydrogels but also provides practical predictive models for the thermal design of hydrogel-based materials with enhanced heat transfer efficiency in engineering applications.

Indexed as

sodium polyacrylate hydrogelspecific heat capacitythermal conductivitythermal relaxationwater content

Identifiers

PMID41681144
PMCPMC12898729

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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.