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A brief introductory review to deep generative models for civil structural health monitoring

The use of deep generative models (DGMs) such as variational autoencoders, autoregressive models, flow-based models, energy-based models, generative adversarial networks, and diffusion models has been advantageous in various disciplines due to their high data generative skills. Using DGMs has become...

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Detalles Bibliográficos
Autores principales: Luleci, Furkan, Catbas, F. Necati
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Nature Singapore 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10444648/
https://www.ncbi.nlm.nih.gov/pubmed/37621778
http://dx.doi.org/10.1007/s43503-023-00017-z