PICS Colloquium: “Learning parsimonious models by covariance balancing” with Clarence Rowley
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Abstract: Data-driven reduced-order models often struggle with high-dimensional nonlinear systems sensitive to low-variance coordinates, which are typically truncated. To address this, we use ideas from balanced truncation and active subspaces […]

