no code implementations • 27 Jul 2022 • Tyler E. Maltba, Vishwas Rao, Daniel Adrian Maldonado
A machine learning technique is proposed for quantifying uncertainty in power system dynamics with spatiotemporally correlated stochastic forcing.
no code implementations • 22 Nov 2020 • Tyler E. Maltba, Hongli Zhao, Daniel M. Tartakovsky
When random excitations are modeled as Gaussian white noise, the joint PDF of neuron states satisfies exactly a Fokker-Planck equation.