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Design Science(1)
Proceedings of the International Conference on Education and Research in Computer Aided Architectural Design in Europe(1)
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Ciencias de la computación(2)
Métodos informáticos especiales(2)
Ingeniería y operaciones afines(1)
Materiales y estructura arquitectónica(1)
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scopus(2)
Deep Form Finding Using Variational Autoencoders for deep form finding of structural typologies
Conference ObjectAbstract: In this paper, we are aiming to present a methodology for generation, manipulation and form findingPalabras claves:Artificial Intelligence, Deep Neural Networks, Form finding, generative design, Structural design, Variational autoencodersAutores:Fernando Sancho-Caparrini, Miguel J.d., Piškorec L., Villafañe M.E.Fuentes:scopusGeneration of geometric interpolations of building types with deep variational autoencoders
ArticleAbstract: This work presents a methodology for the generation of novel 3D objects resembling wireframes of buiPalabras claves:Artificial Intelligence, artificial neural networks, computer-aided architectural design, Computer-aided design, deep generative models, deep learning, Deep Neural Networks, form-finding, generative design, procedural design, Structural design, variational autoencoderAutores:Fernando Sancho-Caparrini, Miguel J.d., Piškorec L., Villafañe M.E.Fuentes:scopus