相关实验视频

Updated: Jun 8, 2025

Determination of the Mechanical Properties of Flexible Connectors for Use in Insulated Concrete Wall Panels
05:26

Determination of the Mechanical Properties of Flexible Connectors for Use in Insulated Concrete Wall Panels

Published on: October 19, 2022

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一个强大的LightGBM模型用于混凝土抗拉强度预测,以帮助基于弹性的结构策略

Chukwuemeka Daniel1

  • 1Pan African University Institute of Basic Sciences, Technology and Innovation, Kenya.

Heliyon
|November 8, 2024
PubMed
概括

本研究提出了一种准确的,非破坏性的方法,用于使用机器学习来预测混凝土的抗拉强度 (TS). 贝叶斯优化和SHAP可解释性增强了LightGBM模型,以超声波脉冲速度作为关键预测器实现98%的准确性.

关键词:
轻GBMM 轻GBM 轻GBM 轻GBM非破坏性测试是指非破坏性测试.这就是 SHAP SHAP 的意思.拉力强度 拉力强度 拉力强度

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