Search Results for author: Tyler E. Maltba

Found 2 papers, 0 papers with code

Learning the Evolution of Correlated Stochastic Power System Dynamics

no code implementations27 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.

BIG-bench Machine Learning

Autonomous learning of nonlocal stochastic neuron dynamics

no code implementations22 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.

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