A machine learning framework for intelligent development of Ultra-High performance concrete (UHPC): From dataset cleaning to performance predicting

Author:

Xu Liuliu,Fan DingqiangORCID,Liu Kangning,Xu Wangyang,Yu RuiORCID

Publisher

Elsevier BV

Subject

Artificial Intelligence,Computer Science Applications,General Engineering

Reference88 articles.

1. Four-layer perceptron approach for strength prediction of UHPC;Abellán-García;Construction and Building Materials,2020

2. Effect of using mineral admixtures and ceramic wastes as coarse aggregates on properties of ultrahigh-performance concrete;Amin;Journal of Cleaner Production,2020

3. Predicting concrete compressive strength using hybrid ensembling of surrogate machine learning models;Asteris;Cement and Concrete Research,2021

4. An introduction to modern missing data analyses;Baraldi;Journal of school psychology,2010

5. Random search for hyper-parameter optimization;Bergstra;Journal of machine learning research,2012

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