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Forecasting the strength of graphene nanoparticles-reinforced cementitious composites using ensemble learning algorithms

Contemporary infrastructure requires structural elements with enhanced mechanical strength and durability. Integrating nanomaterials into concrete is a promising solution to improve concrete strength and durability. However, the intricacies of such nanoscale cementitious composites are highly comple...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: Majid Khan, Roz-Ud-Din Nassar, Waqar Anwar, Mazhar Rasheed, Taoufik Najeh, Yaser Gamil, Furqan Farooq
Format: Artigo
Sprache:Inglês
Veröffentlicht: Elsevier 2024-03-01
Schriftenreihe:Results in Engineering
Schlagworte:
Graphene nanoparticles composites
Decision tree
AdaBoost regressor
Bagging regressor
Compressive strength
Online-Zugang:http://www.sciencedirect.com/science/article/pii/S2590123024000902
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