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08/10/2023
Filtering Dynamical Systems Using Observations of Statistics
We consider the problem of filtering dynamical systems, possibly stochas...
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09/15/2021
Hybrid quadrature moment method for accurate and stable representation of non-Gaussian processes and their dynamics
Solving the population balance equation (PBE) for the dynamics of a disp...
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02/07/2020
FiniteNet: A Fully Convolutional LSTM Network Architecture for Time-Dependent Partial Differential Equations
In this work, we present a machine learning approach for reducing the er...
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02/06/2020
