Murari, A; Vega, J; Mazon, D; Patane, D.; Vagliasindi, G; Arena, P.; Martin, Nigel; Martin, N.F.; Ratta, G.; Caloone, V.; JET-EFDA, .
Original methods to extract equations directly from experimental signals are presented. These techniques have been applied first to the determination of scaling laws for the threshold between the L and H mode of confinement in Tokamaks. The required equations can be extracted from the weights of neural networks and the separating hyperplane of Support Vector Machines. More powerful tools are required for the identification of differential equations directly from the time series of the signals....[Show more]
Items in Open Research are protected by copyright, with all rights reserved, unless otherwise indicated.