Integrating Experimental Analysis and Gradient Boosting for the Durability Assessment of Lime-Based Mortar in Acidic Environment

Integrating Experimental Analysis and Gradient Boosting for the Durability Assessment of Lime-Based Mortar in Acidic Environment

This paper presents a comprehensive study of the mechanical properties of lime-based mortar in an acidic environment, employing both experimental analysis and machine learning to model techniques. Despite the extensive use of lime-based mortar in construction, particularly for the strengthening of s...

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Bibliographic Details
Main Authors: Ali Taheri, Nima Azimi, Daniel V. Oliveira, Joaquim Tinoco, Paulo B. Lourenço
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Buildings
Subjects:
lime-based mortar
durability
acidic environment
flexural strength
machine learning
deep learning
Online Access:https://www.mdpi.com/2075-5309/15/3/408
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