Browsing TKD - Institutt for informasjonsteknologi by Author "Rego Lencastre e Silva, Pedro"

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Modeling Wind-Speed Statistics beyond the Weibull Distribution

Rego Lencastre e Silva, Pedro; Yazidi, Anis; Lind, Pedro (Energies;, Peer reviewed; Journal article, 2024)

While it is well known that the Weibull distribution is a good model for wind-speed measurements and can be explained through simple statistical arguments, how such a model holds for shorter time periods is still an open ...
Modern AI versus century-old mathematical models: How far can we go with generative adversarial networks to reproduce stochastic processes?

Rego Lencastre e Silva, Pedro; Gjersdal, Marit; Gorjão, Leonardo Rydin; Yazidi, Anis; Lind, Pedro (Peer reviewed; Journal article, 2023)

The usage of generative adversarial networks (GAN)s for synthetic time-series data generation has been gaining popularity in recent years with applications from finance to music composition and processing of textual ...