1 citations · 2 across the 2 of their papers we have counts for
4 papers
A Machine-Learning-Based Importance Sampling Method to Compute Rare Event Probabilities
Vishwas Rao, Romit Maulik, Emil Constantinescu +1
We develop a novel computational method for evaluating the extreme excursion probabilities arising from random initialization of nonlinear dynamical systems. The method uses excurs…
Probabilistic analysis of masked loads with aggregated photovoltaic production
Shaohui Liu, Daniel Adrian Maldonado, Emil M. Constantinescu
In this paper we present a probabilistic analysis framework to estimate behind-the-meter photovoltaic generation in real time. We develop a forward model consisting of a spatiotemp…
Stability Analysis of Interface Conditions for Ocean-Atmosphere Coupling
Hong Zhang, Zhengyu Liu, Emil Constantinescu +1
In this paper we analyze the stability of different coupling strategies for multidomain PDEs that arise in general circulation models used in climate simulations. We focus on fully…
A Bayesian Approach for Parameter Estimation with Uncertainty for Dynamic Power Systems
Noemi Petra, Cosmin G. Petra, Zheng Zhang +2
We address the problem of estimating the uncertainty in the solution of power grid inverse problems within the framework of Bayesian inference. We investigate two approaches, an ad…