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Vladimir Mandić

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Open access Sep 2026

METHODS FOR DETERMINING MASONRY COMPRESSIVE STRENGTH: FROM EXPERIMENTS TO AI APPROACHES

<p>The compressive strength of masonry walls represents one of the key mechanical characteristics of masonry structures. Its determination goes beyond a simple consideration of the properties of individual materials and depends on the complex interaction between masonry units, mortar, assembly geometry, and loading con...

Bojana Milošević, Žarko Petrović, Vladimir Mandić · 0 citations
Open access Jul 2026

Artificial Neural Network-Based Estimation of Compressive Strength in Clay Masonry Walls

This study investigates the application of artificial neural networks (ANNs) for estimating the compressive strength of clay masonry walls based on the mechanical and geometrical properties of their constituent materials. A multilayer perceptron (MLP) neural network was developed using a hybrid dataset derived from Eur...

Bojana Milošević, Nenad Kojić, Žarko Petrović et al. · 0 citations

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