Machine learning algorithms for structural performance classifications and predictions: Application to reinforced masonry shear walls

Current building codes and design standards classify different structural components according to their expected structural performance. Such classification is usually based on datasets of experimental results typically supplemented by analytical and/or numerical simulations. However, it is usually prohibitive to experimentally evaluate the influence of the typically large number of (and the wide numerical range of each of the) interacting …