Evidence map›Paper›PMID 42738141›Full record

ArticleMaterials (Basel, Switzerland)2026

Sustainable Mix Design of Sugarcane Bagasse Ash Concrete via AutoML-Assisted Multi-Objective Optimization.

Yang Cui, Zhengyu Fei, Yi Zhao, Bo Yang, Shixue Liang

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
–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

5 authors.

Yang CuiZhejiang Hualin Construction Group Co., Ltd., Hangzhou 310000, China.
Zhengyu FeiSchool of Civil Engineering and Architecture, Zhejiang Sci-Tech University, Hangzhou 310018, China.
Yi ZhaoSchool of Civil Engineering and Architecture, Zhejiang Sci-Tech University, Hangzhou 310018, China.
Bo YangSchool of Civil Engineering and Architecture, Zhejiang Sci-Tech University, Hangzhou 310018, China.ORCID 0000-0002-7041-7659
Shixue LiangSchool of Civil Engineering and Architecture, Zhejiang Sci-Tech University, Hangzhou 310018, China.ORCID 0000-0002-0454-4836

Funding

Fundamental Research Funds of Zhejiang Sci-Tech University Grant No. 24052126-YNational Natural Science Foundation of China Grant No. 51808499Science Foundation of Zhejiang Province of China Grant No. LY22E080016Science Foundation of Zhejiang Province of China Grant No. LZ23A020008
6 · The paper itself

Abstract

The environmental impact of cement production has become a growing global concern due to its substantial contribution to CO

Indexed as

automated machine learning (Auto-ML)CO2 emissionmix designmulti-objective optimizationNSGA-IIIsugarcane bagasse ash (SCBA)

Identifiers

PMID42738141
PMCPMC13567120

What OpenQuestion holds

Textmetadata
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.