Evidence map›Paper›PMID 41976649›Full record

ArticleMaterials (Basel, Switzerland)2026

Freeze-Thaw Behavior and Degradation Modeling of Shale-Based Lightweight Structural Concrete.

Shijie Liao, Jianxin Peng, Guohui Cao, Zhiren Tao, Xu Zhou, Li Dai

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.

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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

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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

6 authors.

Shijie LiaoSchool of Civil and Environmental Engineering, Changsha University of Science and Technology, Changsha 410114, China.
Jianxin PengSchool of Civil and Environmental Engineering, Changsha University of Science and Technology, Changsha 410114, China.ORCID 0009-0000-7438-8843
Guohui CaoSchool of Civil Engineering, Hunan City University, Yiyang 413000, China.
Zhiren TaoSchool of Civil and Environmental Engineering, Changsha University of Science and Technology, Changsha 410114, China.
Xu ZhouCCCC Road & Bridge South China Co., Ltd., Zhongshan 528400, China.
Li DaiJiangxi Communications Investment Maintenance Technology Group Co., Ltd., Nanchang 330200, China.

Funding

The Graduate Research Innovation Project of Changsha University of Science and Technology CSLGCX23154The National Natural Science Foundation of China 52278174The National Natural Science Foundation of China 52378125The Science and Technology Project of Jiangxi Provincial Department of Transportation 2025ZG021The Science and Technology Project of Jiangxi Provincial Department of Transportation 2025ZG023
6 · The paper itself

Abstract

The freeze-thaw cycles lead to cumulative damage and gradual strength deterioration in concrete, which cannot be accurately represented by traditional empirical models. To address this issue, shale-based lightweight structural concrete (LSC) specimens with four strength grades (LSC20-LSC50) were subjected to basic mechanical performance and freeze-thaw cycle experiments. The study investigated the patterns of mass loss, relative dynamic elastic modulus, and loss of compressive strength in LSC subjected to varying numbers of freeze-thaw cycles. Furthermore, the correlation between the dynamic modulus of elasticity and compressive strength was examined. A Gamma process-based stochastic degradation model for the compressive strength of LSC was then developed. The results show that the compressive strength degradation of LSC under freeze-thaw cycles follows a monotonically increasing trend that gradually stabilizes, with low-strength LSC deteriorating faster than high-strength LSC. After 200 cycles, the compressive strength degradation of LSC30 and LSC50 was only 32.66% and 29.79% of that of their corresponding ordinary concretes (C30 and C50). The proposed Gamma process model showed high fitting accuracy for all strength grades of LSC (R

Indexed as

compressive strength degradationdurability modelingfreeze–thaw cyclesgamma processlightweight structural concrete

Identifiers

PMID41976649
PMCPMC13073561

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