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4 articles related to "Mix Optimization"

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Articles

Original Research

Published on 07 Jan 2026

Physics-informed neural network–transformer for dual-objective prediction and mix optimization of backfill materials

in Computational Materials Science

Huizhen Liang
Yueying Zhang
Chengmi Xiang
Shanshan Fei
Han Wei
Bei Han
Aijun Zhang

Frontiers in Materials

doi 10.3389/fmats.2025.1737888

977 views

Original Research

Published on 05 Mar 2025

Research on the optimization of mortar mix proportion based on neural network models and genetic algorithm

in Soft Matter Physics

Chunyu Jiang

Frontiers in Physics

doi 10.3389/fphy.2025.1557999

2,076 views

Original Research

Published on 21 Feb 2022

Strength Analysis and Optimization of Alkali Activated Slag Backfills Through Response Surface Methodology

in Structural Materials

Xinghang Dai
Lei Ren
Xiaozhong Gu
Erol Yilmaz
Kun Fang
Haiqiang Jiang

Frontiers in Materials

doi 10.3389/fmats.2022.844608

3,482 views
19 citations

Original Research

Accepted on 18 Feb 2026

Heterogeneity-Aware Stacked Machine Learning for Predicting High-Performance Concrete Compressive Strength

in Construction Materials

Mahan Samiadel
Farahnaz Soleimani

Frontiers in Built Environment