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Predicting Mechanical Properties of High-Performance Fiber-Reinforced Cementitious Composites by Integrating Micromechanics and Machine Learning

Current development of high-performance fiber-reinforced cementitious composites (HPFRCC) mainly relies on intensive experiments. The main purpose of this study is to develop a machine learning method for effective and efficient discovery and development of HPFRCC. Specifically, this research develo...

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Detalles Bibliográficos
Autores principales: Guo, Pengwei, Meng, Weina, Xu, Mingfeng, Li, Victor C., Bao, Yi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8227936/
https://www.ncbi.nlm.nih.gov/pubmed/34201068
http://dx.doi.org/10.3390/ma14123143