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20162022
most citedA scalable space-time domain decomposition approach for solving large-scale nonlinear regularized inverse ill-posed problems in 4D variational data assimilation

8 citations · 10 across the 4 of their papers we have counts for

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Showing 2020Show all

2 papers · 1 filter

physics.comp-ph2020★ 1 cited

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…

eess.SY2020★ 1 cited

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…