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  4. Development of Predictive Models through ML Algorithms for the Computation of the Mechanical Behaviour of RC Structures under Pushover Loading Conditions
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Development of Predictive Models through ML Algorithms for the Computation of the Mechanical Behaviour of RC Structures under Pushover Loading Conditions

Date Issued
December 1, 2026
Author(s)
Yahiaoui, Asma  
Advisor
Markou, George  
Dorbani, Saida  
Abstract
Develop a large dataset through the use of Reconan FEA and HPC LUMI that will be used to train and test AI algorithms for the development of predictive models. The main objective is to replace the need of performing pushover analyses on RC structures with AL generated predictive models.
Subjects

Reinforced Concrete S...

Seismic Assessment

Machine Learning

High Performance Comp...

Finite Element Method...

Large Datasets

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