29 citations · 31 across the 6 of their papers we have counts for
Showing 2021Show all
2 papers · 1 filter
math.DS2021
On the approximation of basins of attraction using deep neural networks
Joniald Shena, Konstantinos Kaloudis, Christos Merkatas +1
The basin of attraction is the set of initial points that will eventually converge to some attracting set. Its knowledge is important in understanding the dynamical behavior of a g…
stat.ME2021
System identification using Bayesian neural networks with nonparametric noise models
Christos Merkatas, Simo Särkkä
System identification is of special interest in science and engineering. This article is concerned with a system identification problem arising in stochastic dynamic systems, where…