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Artículo
Fast seismic assessment of built urban areas with the accuracy of mechanical methods using a feedforward neural network
(MDPI, 2022)
Capacity curves obtained from nonlinear static analyses are widely used to perform seismic assessments of structures as an alternative to dynamic analysis. This paper presents a novel ‘en masse’ method to assess the seismic ...
Artículo
Generation of geometric interpolations of building types with deep variational autoencoders
(Cambridge University Press, 2020)
This work presents a methodology for the generation of novel 3D objects resembling wireframes of building types. These result from the reconstruction of interpolated locations within the learnt distribution of variational ...
Artículo
Efficient structural design of a Prefab concrete connection by using artificial neural networks
(MDPI, 2020-10-06)
In the built environment, one of the main concerns during the design stage is the selection of adequate structural materials and elements. A rational and sensible design of both materials and elements results not only in ...