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05/09/2022
Robust Parameter Identifiability Analysis via Column Subset Selection
We advocate a numerically reliable and accurate approach for practical p...
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08/27/2021
Convolutional Autoencoders for Reduced-Order Modeling
In the construction of reduced-order models for dynamical systems, linea...
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02/12/2019
Derivative-based global sensitivity analysis for models with high-dimensional inputs and functional outputs
We present a framework for derivative-based global sensitivity analysis ...
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11/21/2017