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Overview of the application of Artificial Neural Networks in the determination of some mechanical characteristics of masonry walls

Year: 2025

Type: article

Abstract: Artificial intelligence (AI) has found wide application in solving many problems in engineering and also in construction, where its application is primarily reflected in faster and simpler solving of calculation problems. Artificial Neural Networks (ANN), as a method of artificial intelligence, are applied in the problems of construction design, management when making decisions, data analysis, design, optimization and prediction of construction responses. In the design phase of masonry structures, one of the main tasks is to adequately define the mechanical characteristics of the wall as a basis for quality design. The aim of this paper is to present and analyze the scientific results of the application of ANN in the determination of some of the mechanical characteristics of the walls in masonry constructions.

Source: Engineering Today

DOI: 10.5937/engtoday2500006m

Authors: Bojan Milošević, Nenad Kojić, Žarko Petrović

Institutions: University of Kragujevac, Academy of Technical and Art Applied Studies, University of Nis

Language: English

Topic: Masonry and Concrete Structural Analysis

Subfield: Civil and Structural Engineering

Field: Engineering

Domain: Physical Sciences

Open Access status: hybrid

Funder: Ministarstvo Prosvete, Nauke i Tehnološkog Razvoja

Awards: G2187800450, G3816156681