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深度LSTM和机器学习模型的比较,用于预测飞灰/砂基地质聚合物混凝土的压力强度

Ceren Kina1, Harun Tanyildizi2, Mohd Mustafa Al Bakri Abdullah3,4

  • 1Faculty of Engineering and Natural Sciences, Department of Civil Engineering, Malatya Turgut Ozal University, Malatya, Türkiye.

Scientific reports
|September 25, 2025
PubMed
概括

深度学习的长短期记忆 (LSTM) 模型准确地预测了地聚合物混凝土的压力强度,优于机器学习算法. 这加快了环保混凝土开发,减少了对飞灰/地面颗粒高炉渣混凝土的实验测试.

关键词:
压力强度的压力强度是什么飞行灰的飞行灰地质聚合物混凝土混凝土在地颗粒高炉渣.机器学习 机器学习

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